{"id":1047064,"date":"2024-12-31T13:39:15","date_gmt":"2024-12-31T05:39:15","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1047064.html"},"modified":"2024-12-31T13:39:31","modified_gmt":"2024-12-31T05:39:31","slug":"python%e5%a6%82%e4%bd%95%e7%bb%99%e4%ba%8c%e7%bb%b4%e5%88%97%e8%a1%a8%e6%8e%92%e5%ba%8f","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1047064.html","title":{"rendered":"python\u5982\u4f55\u7ed9\u4e8c\u7ef4\u5217\u8868\u6392\u5e8f"},"content":{"rendered":"

\"python\u5982\u4f55\u7ed9\u4e8c\u7ef4\u5217\u8868\u6392\u5e8f\"<\/p>\n

\u4f7f\u7528Python\u8fdb\u884c\u4e8c\u7ef4\u5217\u8868\u6392\u5e8f\u7684\u65b9\u6cd5\u6709\u5f88\u591a\u79cd\uff0c\u5305\u62ec\u4f7f\u7528\u5185\u7f6e\u51fd\u6570sorted\u3001\u4f7f\u7528lambda\u51fd\u6570\u3001\u4ee5\u53ca\u81ea\u5b9a\u4e49\u6392\u5e8f\u51fd\u6570\u7b49\u3002\u6700\u5e38\u89c1\u7684\u65b9\u5f0f\u662f\u4f7f\u7528sorted\u51fd\u6570\u7ed3\u5408lambda\u51fd\u6570\u6765\u6307\u5b9a\u6392\u5e8f\u7684\u5173\u952e\u5b57\u3002<\/strong> \u5176\u4e2d\uff0c\u4f7f\u7528lambda\u51fd\u6570\u662f\u6700\u5e38\u7528\u4e14\u7b80\u5355\u7684\u65b9\u6cd5\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u6839\u636e\u5217\u8868\u7684\u67d0\u4e00\u5217\u8fdb\u884c\u6392\u5e8f\uff0c\u6216\u8005\u6839\u636e\u591a\u5217\u8fdb\u884c\u6392\u5e8f\u3002<\/p>\n<\/p>\n

\u4ee5\u4e0b\u662f\u4f7f\u7528Python\u5bf9\u4e8c\u7ef4\u5217\u8868\u8fdb\u884c\u6392\u5e8f\u7684\u8be6\u7ec6\u4ecb\u7ecd\uff1a<\/p>\n<\/p>\n

\u4e00\u3001\u4f7f\u7528sorted\u51fd\u6570\u548clambda\u51fd\u6570\u8fdb\u884c\u6392\u5e8f<\/h3>\n<\/p>\n

\u4f7f\u7528Python\u7684\u5185\u7f6e\u51fd\u6570sorted\u7ed3\u5408lambda\u51fd\u6570\u662f\u6700\u5e38\u89c1\u7684\u65b9\u5f0f\u3002lambda\u51fd\u6570\u53ef\u4ee5\u7528\u6765\u6307\u5b9a\u6392\u5e8f\u7684\u5173\u952e\u5b57\uff0c\u8fd9\u4f7f\u5f97\u6392\u5e8f\u53d8\u5f97\u975e\u5e38\u7075\u6d3b\u3002<\/p>\n<\/p>\n

1\u3001\u6309\u5355\u5217\u6392\u5e8f<\/h4>\n<\/p>\n

\u5047\u8bbe\u6211\u4eec\u6709\u4e00\u4e2a\u4e8c\u7ef4\u5217\u8868\uff0c\u5176\u4e2d\u6bcf\u4e2a\u5b50\u5217\u8868\u5305\u542b\u4e09\u4e2a\u5143\u7d20\u3002\u6211\u4eec\u5e0c\u671b\u6839\u636e\u7b2c\u4e8c\u4e2a\u5143\u7d20\u5bf9\u5217\u8868\u8fdb\u884c\u6392\u5e8f\u3002<\/p>\n<\/p>\n

data = [<\/p>\n
    [1, 5, 9],<\/p>\n
    [2, 3, 8],<\/p>\n
    [4, 7, 6]<\/p>\n
]<\/p>\n
\u6309\u7b2c\u4e8c\u4e2a\u5143\u7d20\u6392\u5e8f<\/strong><\/h2>\n
sorted_data = sorted(data, key=lambda x: x[1])<\/p>\n
print(sorted_data)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d\uff0ckey=lambda x: x[1]<\/code>\u8868\u793a\u6211\u4eec\u6839\u636e\u6bcf\u4e2a\u5b50\u5217\u8868\u7684\u7b2c\u4e8c\u4e2a\u5143\u7d20\u8fdb\u884c\u6392\u5e8f\u3002<\/p>\n<\/p>\n
2\u3001\u6309\u591a\u5217\u6392\u5e8f<\/h4>\n<\/p>\n
\u6709\u65f6\u5019\uff0c\u6211\u4eec\u53ef\u80fd\u9700\u8981\u6839\u636e\u591a\u5217\u8fdb\u884c\u6392\u5e8f\u3002\u4f8b\u5982\uff0c\u5148\u6839\u636e\u7b2c\u4e8c\u5217\u6392\u5e8f\uff0c\u5982\u679c\u7b2c\u4e8c\u5217\u76f8\u540c\uff0c\u518d\u6839\u636e\u7b2c\u4e09\u5217\u6392\u5e8f\u3002<\/p>\n<\/p>\n
data = [<\/p>\n
    [1, 5, 9],<\/p>\n
    [2, 3, 8],<\/p>\n
    [4, 7, 6],<\/p>\n
    [2, 3, 5]<\/p>\n
]<\/p>\n
\u6309\u7b2c\u4e8c\u5217\u548c\u7b2c\u4e09\u5217\u6392\u5e8f<\/strong><\/h2>\n
sorted_data = sorted(data, key=lambda x: (x[1], x[2]))<\/p>\n
print(sorted_data)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0ckey=lambda x: (x[1], x[2])<\/code>\u8868\u793a\u6211\u4eec\u5148\u6839\u636e\u7b2c\u4e8c\u4e2a\u5143\u7d20\u6392\u5e8f\uff0c\u5982\u679c\u7b2c\u4e8c\u4e2a\u5143\u7d20\u76f8\u540c\uff0c\u518d\u6839\u636e\u7b2c\u4e09\u4e2a\u5143\u7d20\u6392\u5e8f\u3002<\/p>\n<\/p>\n
\u4e8c\u3001\u4f7f\u7528\u5185\u7f6esort\u65b9\u6cd5\u8fdb\u884c\u6392\u5e8f<\/h3>\n<\/p>\n
\u9664\u4e86\u4f7f\u7528sorted\u51fd\u6570\u4e4b\u5916\uff0c\u6211\u4eec\u8fd8\u53ef\u4ee5\u4f7f\u7528\u5217\u8868\u7684\u5185\u7f6esort\u65b9\u6cd5\u8fdb\u884c\u6392\u5e8f\u3002\u4e0esorted\u51fd\u6570\u4e0d\u540c\uff0csort\u65b9\u6cd5\u4f1a\u5bf9\u539f\u5217\u8868\u8fdb\u884c\u6392\u5e8f\uff0c\u4e0d\u4f1a\u8fd4\u56de\u4e00\u4e2a\u65b0\u7684\u5217\u8868\u3002<\/p>\n<\/p>\n
1\u3001\u6309\u5355\u5217\u6392\u5e8f<\/h4>\n<\/p>\n
data = [<\/p>\n
    [1, 5, 9],<\/p>\n
    [2, 3, 8],<\/p>\n
    [4, 7, 6]<\/p>\n
]<\/p>\n
\u6309\u7b2c\u4e8c\u4e2a\u5143\u7d20\u6392\u5e8f<\/strong><\/h2>\n
data.sort(key=lambda x: x[1])<\/p>\n
print(data)<\/p>\n
<\/code><\/pre>\n<\/p>\n
2\u3001\u6309\u591a\u5217\u6392\u5e8f<\/h4>\n<\/p>\n
data = [<\/p>\n
    [1, 5, 9],<\/p>\n
    [2, 3, 8],<\/p>\n
    [4, 7, 6],<\/p>\n
    [2, 3, 5]<\/p>\n
]<\/p>\n
\u6309\u7b2c\u4e8c\u5217\u548c\u7b2c\u4e09\u5217\u6392\u5e8f<\/strong><\/h2>\n
data.sort(key=lambda x: (x[1], x[2]))<\/p>\n
print(data)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e09\u3001\u81ea\u5b9a\u4e49\u6392\u5e8f\u51fd\u6570<\/h3>\n<\/p>\n
\u6709\u65f6\u5019\uff0c\u6392\u5e8f\u89c4\u5219\u6bd4\u8f83\u590d\u6742\uff0c\u65e0\u6cd5\u7b80\u5355\u5730\u7528lambda\u51fd\u6570\u8868\u8fbe\u3002\u8fd9\u65f6\uff0c\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u6392\u5e8f\u51fd\u6570\uff0c\u7136\u540e\u4f20\u9012\u7ed9sorted\u6216sort\u65b9\u6cd5\u3002<\/p>\n<\/p>\n
1\u3001\u6309\u5355\u5217\u6392\u5e8f<\/h4>\n<\/p>\n
def custom_sort(row):<\/p>\n
    return row[1]<\/p>\n
data = [<\/p>\n
    [1, 5, 9],<\/p>\n
    [2, 3, 8],<\/p>\n
    [4, 7, 6]<\/p>\n
]<\/p>\n
\u4f7f\u7528\u81ea\u5b9a\u4e49\u6392\u5e8f\u51fd\u6570<\/strong><\/h2>\n
sorted_data = sorted(data, key=custom_sort)<\/p>\n
print(sorted_data)<\/p>\n
<\/code><\/pre>\n<\/p>\n
2\u3001\u6309\u591a\u5217\u6392\u5e8f<\/h4>\n<\/p>\n
def custom_sort(row):<\/p>\n
    return (row[1], row[2])<\/p>\n
data = [<\/p>\n
    [1, 5, 9],<\/p>\n
    [2, 3, 8],<\/p>\n
    [4, 7, 6],<\/p>\n
    [2, 3, 5]<\/p>\n
]<\/p>\n
\u4f7f\u7528\u81ea\u5b9a\u4e49\u6392\u5e8f\u51fd\u6570<\/strong><\/h2>\n
sorted_data = sorted(data, key=custom_sort)<\/p>\n
print(sorted_data)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u56db\u3001\u5012\u5e8f\u6392\u5e8f<\/h3>\n<\/p>\n
\u6709\u65f6\u6211\u4eec\u9700\u8981\u5bf9\u5217\u8868\u8fdb\u884c\u964d\u5e8f\u6392\u5e8f\uff0c\u53ef\u4ee5\u5728sorted\u6216sort\u65b9\u6cd5\u4e2d\u4f20\u9012reverse=True<\/code>\u53c2\u6570\u3002<\/p>\n<\/p>\n
1\u3001\u6309\u5355\u5217\u964d\u5e8f\u6392\u5e8f<\/h4>\n<\/p>\n
data = [<\/p>\n
    [1, 5, 9],<\/p>\n
    [2, 3, 8],<\/p>\n
    [4, 7, 6]<\/p>\n
]<\/p>\n
\u6309\u7b2c\u4e8c\u4e2a\u5143\u7d20\u964d\u5e8f\u6392\u5e8f<\/strong><\/h2>\n
sorted_data = sorted(data, key=lambda x: x[1], reverse=True)<\/p>\n
print(sorted_data)<\/p>\n
<\/code><\/pre>\n<\/p>\n
2\u3001\u6309\u591a\u5217\u964d\u5e8f\u6392\u5e8f<\/h4>\n<\/p>\n
data = [<\/p>\n
    [1, 5, 9],<\/p>\n
    [2, 3, 8],<\/p>\n
    [4, 7, 6],<\/p>\n
    [2, 3, 5]<\/p>\n
]<\/p>\n
\u6309\u7b2c\u4e8c\u5217\u548c\u7b2c\u4e09\u5217\u964d\u5e8f\u6392\u5e8f<\/strong><\/h2>\n
sorted_data = sorted(data, key=lambda x: (x[1], x[2]), reverse=True)<\/p>\n
print(sorted_data)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e94\u3001\u7ed3\u5408\u6761\u4ef6\u8fdb\u884c\u6392\u5e8f<\/h3>\n<\/p>\n
\u6709\u65f6\u5019\uff0c\u6211\u4eec\u9700\u8981\u6839\u636e\u67d0\u4e9b\u6761\u4ef6\u5bf9\u5217\u8868\u8fdb\u884c\u6392\u5e8f\uff0c\u4f8b\u5982\u53ea\u5bf9\u6ee1\u8db3\u67d0\u4e2a\u6761\u4ef6\u7684\u884c\u8fdb\u884c\u6392\u5e8f\uff0c\u5176\u4ed6\u884c\u4fdd\u6301\u539f\u6837\u3002<\/p>\n<\/p>\n
data = [<\/p>\n
    [1, 5, 9],<\/p>\n
    [2, 3, 8],<\/p>\n
    [4, 7, 6],<\/p>\n
    [2, 3, 5]<\/p>\n
]<\/p>\n
\u53ea\u5bf9\u7b2c\u4e8c\u5217\u5927\u4e8e4\u7684\u884c\u8fdb\u884c\u6392\u5e8f<\/strong><\/h2>\n
sorted_data = sorted(data, key=lambda x: x[1] if x[1] > 4 else float('inf'))<\/p>\n
print(sorted_data)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0cx[1] if x[1] > 4 else float('inf')<\/code>\u8868\u793a\u53ea\u6709\u5f53\u7b2c\u4e8c\u5217\u5927\u4e8e4\u65f6\uff0c\u624d\u5bf9\u8be5\u884c\u8fdb\u884c\u6392\u5e8f\uff0c\u5426\u5219\u4fdd\u6301\u539f\u6837\u3002<\/p>\n<\/p>\n
\u516d\u3001\u4f7f\u7528pandas\u8fdb\u884c\u6392\u5e8f<\/h3>\n<\/p>\n
\u5bf9\u4e8e\u66f4\u590d\u6742\u7684\u4e8c\u7ef4\u6570\u636e\u5904\u7406\uff0c\u4f7f\u7528pandas\u5e93\u53ef\u80fd\u66f4\u4e3a\u65b9\u4fbf\u3002pandas\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u6570\u636e\u64cd\u4f5c\u529f\u80fd\uff0c\u5305\u62ec\u6392\u5e8f\u3002<\/p>\n<\/p>\n
1\u3001\u6309\u5355\u5217\u6392\u5e8f<\/h4>\n<\/p>\n
import pandas as pd<\/p>\n
data = [<\/p>\n
    [1, 5, 9],<\/p>\n
    [2, 3, 8],<\/p>\n
    [4, 7, 6]<\/p>\n
]<\/p>\n
df = pd.DataFrame(data, columns=['A', 'B', 'C'])<\/p>\n
sorted_df = df.sort_values(by='B')<\/p>\n
print(sorted_df)<\/p>\n
<\/code><\/pre>\n<\/p>\n
2\u3001\u6309\u591a\u5217\u6392\u5e8f<\/h4>\n<\/p>\n
import pandas as pd<\/p>\n
data = [<\/p>\n
    [1, 5, 9],<\/p>\n
    [2, 3, 8],<\/p>\n
    [4, 7, 6],<\/p>\n
    [2, 3, 5]<\/p>\n
]<\/p>\n
df = pd.DataFrame(data, columns=['A', 'B', 'C'])<\/p>\n
sorted_df = df.sort_values(by=['B', 'C'])<\/p>\n
print(sorted_df)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e03\u3001\u603b\u7ed3<\/h3>\n<\/p>\n
\u901a\u8fc7\u4ee5\u4e0a\u65b9\u6cd5\uff0c\u6211\u4eec\u53ef\u4ee5\u7075\u6d3b\u5730\u5bf9Python\u4e2d\u7684\u4e8c\u7ef4\u5217\u8868\u8fdb\u884c\u6392\u5e8f\u3002\u5e38\u89c1\u7684\u65b9\u6cd5\u5305\u62ec\u4f7f\u7528\u5185\u7f6e\u7684sorted\u51fd\u6570\u3001\u5217\u8868\u7684sort\u65b9\u6cd5\u3001\u81ea\u5b9a\u4e49\u6392\u5e8f\u51fd\u6570\u3001\u7ed3\u5408\u6761\u4ef6\u8fdb\u884c\u6392\u5e8f\u4ee5\u53ca\u4f7f\u7528pandas\u5e93\u3002\u638c\u63e1\u8fd9\u4e9b\u65b9\u6cd5\uff0c\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u5728\u5904\u7406\u590d\u6742\u7684\u6570\u636e\u65f6\u66f4\u52a0\u5f97\u5fc3\u5e94\u624b\u3002<\/strong><\/p>\n<\/p>\n
\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
 \u5982\u4f55\u5bf9\u4e8c\u7ef4\u5217\u8868\u4e2d\u7684\u5143\u7d20\u8fdb\u884c\u6392\u5e8f\uff1f<\/strong>
\u5728Python\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u5185\u7f6e\u7684sorted()<\/code>\u51fd\u6570\u6216\u8005list.sort()<\/code>\u65b9\u6cd5\u5bf9\u4e8c\u7ef4\u5217\u8868\u8fdb\u884c\u6392\u5e8f\u3002\u4f60\u53ef\u4ee5\u9009\u62e9\u6839\u636e\u67d0\u4e00\u5217\u7684\u503c\u8fdb\u884c\u6392\u5e8f\uff0c\u65b9\u6cd5\u662f\u6307\u5b9akey<\/code>\u53c2\u6570\u3002\u4f8b\u5982\uff0c\u5982\u679c\u4f60\u6709\u4e00\u4e2a\u4e8c\u7ef4\u5217\u8868data<\/code>\uff0c\u4f60\u60f3\u6839\u636e\u7b2c\u4e8c\u5217\u7684\u503c\u6392\u5e8f\uff0c\u53ef\u4ee5\u8fd9\u6837\u505a\uff1asorted(data, key=lambda x: x[1])<\/code>\u3002\u8fd9\u6837\u4f1a\u8fd4\u56de\u4e00\u4e2a\u65b0\u7684\u6392\u5e8f\u540e\u7684\u5217\u8868\uff0c\u800c\u4e0d\u5f71\u54cd\u539f\u59cb\u5217\u8868\u3002<\/p>\n
\u5982\u4f55\u5728\u6392\u5e8f\u65f6\u5904\u7406\u76f8\u540c\u5143\u7d20\u7684\u60c5\u51b5\uff1f<\/strong>
\u5728\u5904\u7406\u4e8c\u7ef4\u5217\u8868\u65f6\uff0c\u5982\u679c\u5b58\u5728\u76f8\u540c\u7684\u5143\u7d20\u503c\uff0c\u53ef\u4ee5\u901a\u8fc7\u6dfb\u52a0\u7b2c\u4e8c\u4e2a\u6392\u5e8f\u6761\u4ef6\u6765\u8fdb\u884c\u6392\u5e8f\u3002\u6bd4\u5982\uff0c\u53ef\u4ee5\u5148\u6839\u636e\u7b2c\u4e00\u5217\u6392\u5e8f\uff0c\u5982\u679c\u7b2c\u4e00\u5217\u76f8\u540c\u518d\u6839\u636e\u7b2c\u4e8c\u5217\u6392\u5e8f\u3002\u53ef\u4ee5\u8fd9\u6837\u5b9e\u73b0\uff1asorted(data, key=lambda x: (x[0], x[1]))<\/code>\u3002\u8fd9\u6837\u53ef\u4ee5\u786e\u4fdd\u5728\u7b2c\u4e00\u5217\u76f8\u540c\u7684\u60c5\u51b5\u4e0b\uff0c\u7b2c\u4e8c\u5217\u4f1a\u51b3\u5b9a\u6392\u5e8f\u7684\u987a\u5e8f\u3002<\/p>\n
\u5728\u6392\u5e8f\u540e\u7684\u5217\u8868\u4e2d\uff0c\u5982\u4f55\u83b7\u53d6\u6392\u5e8f\u524d\u540e\u7684\u53d8\u5316\uff1f<\/strong>
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