{"id":1184728,"date":"2025-01-15T19:30:03","date_gmt":"2025-01-15T11:30:03","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1184728.html"},"modified":"2025-01-15T19:30:05","modified_gmt":"2025-01-15T11:30:05","slug":"python%e5%a6%82%e4%bd%95%e5%af%bc%e5%87%ba%e9%80%9a%e8%ae%af%e5%bd%95","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1184728.html","title":{"rendered":"python\u5982\u4f55\u5bfc\u51fa\u901a\u8baf\u5f55"},"content":{"rendered":"

\"python\u5982\u4f55\u5bfc\u51fa\u901a\u8baf\u5f55\"<\/p>\n

\u4f7f\u7528Python\u5bfc\u51fa\u901a\u8baf\u5f55\u7684\u65b9\u6cd5\u6709\u591a\u79cd<\/strong>\uff0c\u5305\u62ec\u4f7f\u7528pandas\u5e93\u3001csv\u6a21\u5757\u3001vCard\u6587\u4ef6\u683c\u5f0f\u7b49<\/strong>\u3002\u672c\u6587\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u4f7f\u7528\u8fd9\u4e9b\u65b9\u6cd5\u5bfc\u51fa\u901a\u8baf\u5f55\u7684\u6b65\u9aa4\u53ca\u76f8\u5173\u4ee3\u7801\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u8bb2\u89e3\u5176\u4e2d\u4e00\u79cd\u65b9\u6cd5\uff1a\u4f7f\u7528pandas\u5e93\u5c06\u901a\u8baf\u5f55\u5bfc\u51fa\u4e3aExcel\u6587\u4ef6\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u4f7f\u7528pandas\u5e93\u5bfc\u51fa\u901a\u8baf\u5f55<\/h3>\n<\/p>\n

pandas\u662fPython\u4e2d\u4e00\u4e2a\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u5e93\uff0c\u5b83\u80fd\u591f\u8f7b\u677e\u5730\u5904\u7406\u548c\u64cd\u4f5c\u6570\u636e\uff0c\u5e76\u4e14\u652f\u6301\u5c06\u6570\u636e\u5bfc\u51fa\u4e3a\u591a\u79cd\u683c\u5f0f\uff0c\u5982Excel\u3001CSV\u7b49\u6587\u4ef6\u683c\u5f0f\u3002<\/p>\n<\/p>\n

1\u3001\u5b89\u88c5pandas\u5e93<\/h4>\n<\/p>\n

\u9996\u5148\uff0c\u9700\u8981\u786e\u4fdd\u5df2\u7ecf\u5b89\u88c5\u4e86pandas\u5e93\u3002\u5982\u679c\u5c1a\u672a\u5b89\u88c5\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5\uff1a<\/p>\n<\/p>\n

pip install pandas<\/p>\n
<\/code><\/pre>\n<\/p>\n
2\u3001\u51c6\u5907\u901a\u8baf\u5f55\u6570\u636e<\/h4>\n<\/p>\n
\u5047\u8bbe\u6211\u4eec\u6709\u4e00\u4e2a\u901a\u8baf\u5f55\u6570\u636e\uff0c\u5b58\u50a8\u5728\u4e00\u4e2a\u5217\u8868\u4e2d\uff0c\u6bcf\u4e2a\u5143\u7d20\u90fd\u662f\u4e00\u4e2a\u5b57\u5178\uff0c\u5305\u542b\u8054\u7cfb\u4eba\u59d3\u540d\u3001\u7535\u8bdd\u53f7\u7801\u548c\u7535\u5b50\u90ae\u4ef6\u5730\u5740\u3002\u5982\u4e0b\u6240\u793a\uff1a<\/p>\n<\/p>\n
contacts = [<\/p>\n
    {"Name": "Alice", "Phone": "123-456-7890", "EmAI<\/a>l": "alice@example.com"},<\/p>\n
    {"Name": "Bob", "Phone": "234-567-8901", "Email": "bob@example.com"},<\/p>\n
    {"Name": "Charlie", "Phone": "345-678-9012", "Email": "charlie@example.com"}<\/p>\n
]<\/p>\n
<\/code><\/pre>\n<\/p>\n
3\u3001\u4f7f\u7528pandas\u5bfc\u51fa\u901a\u8baf\u5f55<\/h4>\n<\/p>\n
\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u4f7f\u7528pandas\u5e93\u5c06\u901a\u8baf\u5f55\u6570\u636e\u5bfc\u51fa\u4e3aExcel\u6587\u4ef6\u3002\u4ee5\u4e0b\u662f\u5177\u4f53\u7684\u4ee3\u7801\u5b9e\u73b0\uff1a<\/p>\n<\/p>\n
import pandas as pd<\/p>\n
\u5c06\u901a\u8baf\u5f55\u6570\u636e\u8f6c\u6362\u4e3aDataFrame<\/strong><\/h2>\n
df = pd.DataFrame(contacts)<\/p>\n
\u5bfc\u51fa\u4e3aExcel\u6587\u4ef6<\/strong><\/h2>\n
df.to_excel("contacts.xlsx", index=False)<\/p>\n
print("\u901a\u8baf\u5f55\u5df2\u6210\u529f\u5bfc\u51fa\u4e3aExcel\u6587\u4ef6")<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4ee5\u4e0a\u4ee3\u7801\u5c06\u901a\u8baf\u5f55\u6570\u636e\u8f6c\u6362\u4e3apandas\u7684DataFrame\u5bf9\u8c61\uff0c\u5e76\u4f7f\u7528to_excel<\/code>\u65b9\u6cd5\u5c06\u5176\u5bfc\u51fa\u4e3aExcel\u6587\u4ef6\u3002index=False<\/code>\u53c2\u6570\u8868\u793a\u4e0d\u5bfc\u51faDataFrame\u7684\u7d22\u5f15\u3002<\/p>\n<\/p>\n
\u4e8c\u3001\u4f7f\u7528csv\u6a21\u5757\u5bfc\u51fa\u901a\u8baf\u5f55<\/h3>\n<\/p>\n
csv\u6a21\u5757\u662fPython\u5185\u7f6e\u7684\u7528\u4e8e\u5904\u7406CSV\u6587\u4ef6\u7684\u6a21\u5757\uff0c\u4f7f\u7528\u5b83\u53ef\u4ee5\u65b9\u4fbf\u5730\u5c06\u901a\u8baf\u5f55\u6570\u636e\u5bfc\u51fa\u4e3aCSV\u6587\u4ef6\u3002<\/p>\n<\/p>\n
1\u3001\u51c6\u5907\u901a\u8baf\u5f55\u6570\u636e<\/h4>\n<\/p>\n
\u4e0e\u4e0a\u9762\u7684\u793a\u4f8b\u76f8\u540c\uff0c\u6211\u4eec\u4f7f\u7528\u4e00\u4e2a\u5305\u542b\u901a\u8baf\u5f55\u6570\u636e\u7684\u5217\u8868\uff1a<\/p>\n<\/p>\n
contacts = [<\/p>\n
    {"Name": "Alice", "Phone": "123-456-7890", "Email": "alice@example.com"},<\/p>\n
    {"Name": "Bob", "Phone": "234-567-8901", "Email": "bob@example.com"},<\/p>\n
    {"Name": "Charlie", "Phone": "345-678-9012", "Email": "charlie@example.com"}<\/p>\n
]<\/p>\n
<\/code><\/pre>\n<\/p>\n
2\u3001\u4f7f\u7528csv\u6a21\u5757\u5bfc\u51fa\u901a\u8baf\u5f55<\/h4>\n<\/p>\n
\u4ee5\u4e0b\u662f\u4f7f\u7528csv\u6a21\u5757\u5c06\u901a\u8baf\u5f55\u6570\u636e\u5bfc\u51fa\u4e3aCSV\u6587\u4ef6\u7684\u4ee3\u7801\u5b9e\u73b0\uff1a<\/p>\n<\/p>\n
import csv<\/p>\n
\u5b9a\u4e49CSV\u6587\u4ef6\u7684\u5217\u540d<\/strong><\/h2>\n
fieldnames = ["Name", "Phone", "Email"]<\/p>\n
\u6253\u5f00CSV\u6587\u4ef6\u5e76\u5199\u5165\u6570\u636e<\/strong><\/h2>\n
with open("contacts.csv", mode="w", newline="") as file:<\/p>\n
    writer = csv.DictWriter(file, fieldnames=fieldnames)<\/p>\n
    # \u5199\u5165\u5217\u540d<\/p>\n
    writer.writeheader()<\/p>\n
    # \u5199\u5165\u6bcf\u4e00\u884c\u6570\u636e<\/p>\n
    for contact in contacts:<\/p>\n
        writer.writerow(contact)<\/p>\n
print("\u901a\u8baf\u5f55\u5df2\u6210\u529f\u5bfc\u51fa\u4e3aCSV\u6587\u4ef6")<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4ee5\u4e0a\u4ee3\u7801\u4f7f\u7528DictWriter<\/code>\u7c7b\u5c06\u901a\u8baf\u5f55\u6570\u636e\u5199\u5165CSV\u6587\u4ef6\uff0c\u5176\u4e2dfieldnames<\/code>\u53c2\u6570\u6307\u5b9a\u4e86CSV\u6587\u4ef6\u7684\u5217\u540d\uff0cwriteheader<\/code>\u65b9\u6cd5\u7528\u4e8e\u5199\u5165\u5217\u540d\uff0cwriterow<\/code>\u65b9\u6cd5\u7528\u4e8e\u5199\u5165\u6bcf\u4e00\u884c\u6570\u636e\u3002<\/p>\n<\/p>\n
\u4e09\u3001\u4f7f\u7528vCard\u6587\u4ef6\u683c\u5f0f\u5bfc\u51fa\u901a\u8baf\u5f55<\/h3>\n<\/p>\n
vCard\u662f\u4e00\u79cd\u7528\u4e8e\u7535\u5b50\u540d\u7247\u7684\u6587\u4ef6\u683c\u5f0f\uff0c\u53ef\u4ee5\u7528\u4e8e\u5b58\u50a8\u8054\u7cfb\u4eba\u4fe1\u606f\u3002Python\u4e2d\u6ca1\u6709\u5185\u7f6e\u7684\u5e93\u6765\u5904\u7406vCard\u6587\u4ef6\uff0c\u4f46\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u7b2c\u4e09\u65b9\u5e93\uff0c\u5982vobject\u3002<\/p>\n<\/p>\n
1\u3001\u5b89\u88c5vobject\u5e93<\/h4>\n<\/p>\n
\u9996\u5148\uff0c\u9700\u8981\u5b89\u88c5vobject\u5e93\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5\uff1a<\/p>\n<\/p>\n
pip install vobject<\/p>\n
<\/code><\/pre>\n<\/p>\n
2\u3001\u51c6\u5907\u901a\u8baf\u5f55\u6570\u636e<\/h4>\n<\/p>\n
\u540c\u6837\u4f7f\u7528\u4e4b\u524d\u7684\u901a\u8baf\u5f55\u6570\u636e\u793a\u4f8b\uff1a<\/p>\n<\/p>\n
contacts = [<\/p>\n
    {"Name": "Alice", "Phone": "123-456-7890", "Email": "alice@example.com"},<\/p>\n
    {"Name": "Bob", "Phone": "234-567-8901", "Email": "bob@example.com"},<\/p>\n
    {"Name": "Charlie", "Phone": "345-678-9012", "Email": "charlie@example.com"}<\/p>\n
]<\/p>\n
<\/code><\/pre>\n<\/p>\n
3\u3001\u4f7f\u7528vobject\u5e93\u5bfc\u51fa\u901a\u8baf\u5f55<\/h4>\n<\/p>\n
\u4ee5\u4e0b\u662f\u4f7f\u7528vobject\u5e93\u5c06\u901a\u8baf\u5f55\u6570\u636e\u5bfc\u51fa\u4e3avCard\u6587\u4ef6\u7684\u4ee3\u7801\u5b9e\u73b0\uff1a<\/p>\n<\/p>\n
import vobject<\/p>\n
\u521b\u5efavCard\u5bf9\u8c61\u5e76\u6dfb\u52a0\u8054\u7cfb\u4eba\u4fe1\u606f<\/strong><\/h2>\n
def create_vcard(contact):<\/p>\n
    vcard = vobject.vCard()<\/p>\n
    vcard.add('fn').value = contact["Name"]<\/p>\n
    vcard.add('tel').value = contact["Phone"]<\/p>\n
    vcard.add('email').value = contact["Email"]<\/p>\n
    return vcard<\/p>\n
\u6253\u5f00vCard\u6587\u4ef6\u5e76\u5199\u5165\u6570\u636e<\/strong><\/h2>\n
with open("contacts.vcf", mode="w") as file:<\/p>\n
    for contact in contacts:<\/p>\n
        vcard = create_vcard(contact)<\/p>\n
        file.write(vcard.serialize())<\/p>\n
print("\u901a\u8baf\u5f55\u5df2\u6210\u529f\u5bfc\u51fa\u4e3avCard\u6587\u4ef6")<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4ee5\u4e0a\u4ee3\u7801\u5b9a\u4e49\u4e86\u4e00\u4e2acreate_vcard<\/code>\u51fd\u6570\uff0c\u7528\u4e8e\u521b\u5efavCard\u5bf9\u8c61\u5e76\u6dfb\u52a0\u8054\u7cfb\u4eba\u4fe1\u606f\u3002\u7136\u540e\uff0c\u6253\u5f00vCard\u6587\u4ef6\u5e76\u5199\u5165\u6bcf\u4e2a\u8054\u7cfb\u4eba\u7684vCard\u6570\u636e\u3002<\/p>\n<\/p>\n
\u56db\u3001\u4f7f\u7528openpyxl\u5e93\u5bfc\u51fa\u901a\u8baf\u5f55<\/h3>\n<\/p>\n
openpyxl\u662f\u4e00\u4e2a\u7528\u4e8e\u8bfb\u5199Excel\u6587\u4ef6\u7684\u7b2c\u4e09\u65b9\u5e93\uff0c\u53ef\u4ee5\u7528\u6765\u5904\u7406\u590d\u6742\u7684Excel\u6587\u4ef6\u64cd\u4f5c\u3002<\/p>\n<\/p>\n
1\u3001\u5b89\u88c5openpyxl\u5e93<\/h4>\n<\/p>\n
\u9996\u5148\uff0c\u786e\u4fdd\u5df2\u7ecf\u5b89\u88c5\u4e86openpyxl\u5e93\u3002\u5982\u679c\u5c1a\u672a\u5b89\u88c5\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5\uff1a<\/p>\n<\/p>\n
pip install openpyxl<\/p>\n
<\/code><\/pre>\n<\/p>\n
2\u3001\u51c6\u5907\u901a\u8baf\u5f55\u6570\u636e<\/h4>\n<\/p>\n
\u6211\u4eec\u7ee7\u7eed\u4f7f\u7528\u4e4b\u524d\u7684\u793a\u4f8b\u901a\u8baf\u5f55\u6570\u636e\uff1a<\/p>\n<\/p>\n
contacts = [<\/p>\n
    {"Name": "Alice", "Phone": "123-456-7890", "Email": "alice@example.com"},<\/p>\n
    {"Name": "Bob", "Phone": "234-567-8901", "Email": "bob@example.com"},<\/p>\n
    {"Name": "Charlie", "Phone": "345-678-9012", "Email": "charlie@example.com"}<\/p>\n
]<\/p>\n
<\/code><\/pre>\n<\/p>\n
3\u3001\u4f7f\u7528openpyxl\u5bfc\u51fa\u901a\u8baf\u5f55<\/h4>\n<\/p>\n
\u4ee5\u4e0b\u662f\u4f7f\u7528openpyxl\u5e93\u5c06\u901a\u8baf\u5f55\u6570\u636e\u5bfc\u51fa\u4e3aExcel\u6587\u4ef6\u7684\u4ee3\u7801\u5b9e\u73b0\uff1a<\/p>\n<\/p>\n
from openpyxl import Workbook<\/p>\n
\u521b\u5efa\u4e00\u4e2a\u65b0\u7684Workbook\u5bf9\u8c61<\/strong><\/h2>\n
wb = Workbook()<\/p>\n
ws = wb.active<\/p>\n
\u5199\u5165\u5217\u540d<\/strong><\/h2>\n
ws.append(["Name", "Phone", "Email"])<\/p>\n
\u5199\u5165\u6bcf\u4e00\u884c\u6570\u636e<\/strong><\/h2>\n
for contact in contacts:<\/p>\n
    ws.append([contact["Name"], contact["Phone"], contact["Email"]])<\/p>\n
\u4fdd\u5b58Excel\u6587\u4ef6<\/strong><\/h2>\n
wb.save("contacts.xlsx")<\/p>\n
print("\u901a\u8baf\u5f55\u5df2\u6210\u529f\u5bfc\u51fa\u4e3aExcel\u6587\u4ef6")<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4ee5\u4e0a\u4ee3\u7801\u9996\u5148\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u7684Workbook\u5bf9\u8c61\uff0c\u5e76\u83b7\u53d6\u6d3b\u52a8\u5de5\u4f5c\u8868\u3002\u7136\u540e\uff0c\u4f7f\u7528append<\/code>\u65b9\u6cd5\u5199\u5165\u5217\u540d\u548c\u6bcf\u4e00\u884c\u6570\u636e\uff0c\u6700\u540e\u4fdd\u5b58Excel\u6587\u4ef6\u3002<\/p>\n<\/p>\n
\u4e94\u3001\u603b\u7ed3<\/h3>\n<\/p>\n
\u672c\u6587\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u4f7f\u7528Python\u5bfc\u51fa\u901a\u8baf\u5f55\u7684\u591a\u79cd\u65b9\u6cd5\uff0c\u5305\u62ec\u4f7f\u7528pandas\u5e93\u3001csv\u6a21\u5757\u3001vCard\u6587\u4ef6\u683c\u5f0f\u548copenpyxl\u5e93\u3002\u6bcf\u79cd\u65b9\u6cd5\u90fd\u6709\u5176\u4f18\u70b9\u548c\u9002\u7528\u573a\u666f\uff0c\u53ef\u4ee5\u6839\u636e\u5177\u4f53\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5\u3002\u4ee5\u4e0b\u662f\u6bcf\u79cd\u65b9\u6cd5\u7684\u4f18\u7f3a\u70b9\u603b\u7ed3\uff1a<\/p>\n<\/p>\n
    \n
  1. pandas\u5e93<\/strong>\uff1a\u9002\u7528\u4e8e\u5904\u7406\u548c\u64cd\u4f5c\u5927\u91cf\u6570\u636e\uff0c\u652f\u6301\u591a\u79cd\u6587\u4ef6\u683c\u5f0f\uff0c\u4ee3\u7801\u7b80\u6d01\u6613\u8bfb\u3002<\/li>\n
  2. csv\u6a21\u5757<\/strong>\uff1aPython\u5185\u7f6e\u6a21\u5757\uff0c\u8f7b\u91cf\u7ea7\uff0c\u9002\u7528\u4e8e\u7b80\u5355\u7684CSV\u6587\u4ef6\u64cd\u4f5c\u3002<\/li>\n
  3. vCard\u6587\u4ef6\u683c\u5f0f<\/strong>\uff1a\u9002\u7528\u4e8e\u5bfc\u51fa\u7535\u5b50\u540d\u7247\u6587\u4ef6\uff0c\u4fbf\u4e8e\u5728\u5404\u79cd\u8054\u7cfb\u4eba\u7ba1\u7406\u5e94\u7528\u4e2d\u5bfc\u5165\u3002<\/li>\n
  4. openpyxl\u5e93<\/strong>\uff1a\u9002\u7528\u4e8e\u5904\u7406\u590d\u6742\u7684Excel\u6587\u4ef6\u64cd\u4f5c\uff0c\u652f\u6301\u591a\u79cdExcel\u529f\u80fd\u3002<\/li>\n<\/ol>\n
    \u5e0c\u671b\u672c\u6587\u80fd\u5e2e\u52a9\u4f60\u66f4\u597d\u5730\u7406\u89e3\u548c\u4f7f\u7528Python\u5bfc\u51fa\u901a\u8baf\u5f55\u7684\u65b9\u6cd5\u3002<\/p>\n<\/p>\n
    \u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
     \u5982\u4f55\u5728Python\u4e2d\u8bfb\u53d6\u901a\u8baf\u5f55\u6570\u636e\uff1f<\/strong>
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