{"id":1138373,"date":"2025-01-08T21:59:12","date_gmt":"2025-01-08T13:59:12","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1138373.html"},"modified":"2025-01-08T21:59:15","modified_gmt":"2025-01-08T13:59:15","slug":"python%e5%ae%89%e8%a3%85%e7%ac%ac%e4%b8%89%e6%96%b9%e5%ba%93%e5%90%8e%e5%a6%82%e4%bd%95%e4%bd%bf%e7%94%a8","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1138373.html","title":{"rendered":"python\u5b89\u88c5\u7b2c\u4e09\u65b9\u5e93\u540e\u5982\u4f55\u4f7f\u7528"},"content":{"rendered":"

\"python\u5b89\u88c5\u7b2c\u4e09\u65b9\u5e93\u540e\u5982\u4f55\u4f7f\u7528\"<\/p>\n

\u5b89\u88c5Python\u7b2c\u4e09\u65b9\u5e93\u540e\u5982\u4f55\u4f7f\u7528<\/strong>\uff1a\u786e\u8ba4\u5b89\u88c5\u3001\u5bfc\u5165\u5e93\u3001\u9605\u8bfb\u6587\u6863\u3001\u4f7f\u7528\u793a\u4f8b\u4ee3\u7801<\/strong>\u3002\u5728\u5b89\u88c5\u7b2c\u4e09\u65b9\u5e93\u540e\uff0c\u9996\u5148\u9700\u8981\u786e\u8ba4\u5b89\u88c5\u662f\u5426\u6210\u529f\uff0c\u53ef\u4ee5\u901a\u8fc7\u547d\u4ee4\u884c\u6216IDE\u6765\u67e5\u770b\u5df2\u5b89\u88c5\u7684\u5305\u5217\u8868\u3002\u63a5\u7740\uff0c\u901a\u8fc7import<\/code>\u8bed\u53e5\u5c06\u5e93\u5bfc\u5165\u5230\u4f60\u7684Python\u811a\u672c\u4e2d\u3002\u7136\u540e\uff0c\u9605\u8bfb\u8be5\u5e93\u7684\u5b98\u65b9\u6587\u6863\u6216\u6559\u7a0b\uff0c\u4ee5\u4e86\u89e3\u5176\u529f\u80fd\u548c\u7528\u6cd5\u3002\u6700\u540e\uff0c\u901a\u8fc7\u793a\u4f8b\u4ee3\u7801\u8fdb\u884c\u5b9e\u9645\u64cd\u4f5c\uff0c\u9010\u6b65\u719f\u6089\u5176\u7528\u6cd5\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u786e\u8ba4\u5b89\u88c5<\/h3>\n<\/p>\n

\u5728\u5b89\u88c5\u7b2c\u4e09\u65b9\u5e93\u540e\uff0c\u7b2c\u4e00\u6b65\u662f\u786e\u8ba4\u5b89\u88c5\u662f\u5426\u6210\u529f\u3002\u8fd9\u901a\u5e38\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u6216IDE\u4e2d\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\u6765\u5b8c\u6210\uff1a<\/p>\n<\/p>\n

pip list<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u6b64\u547d\u4ee4\u5c06\u663e\u793a\u5df2\u5b89\u88c5\u7684\u6240\u6709Python\u5305\uff0c\u5e76\u4e14\u53ef\u4ee5\u901a\u8fc7\u67e5\u627e\u7279\u5b9a\u5305\u540d\u6765\u786e\u8ba4\u5b89\u88c5\u662f\u5426\u6210\u529f\u3002\u5982\u679c\u4f60\u4f7f\u7528\u7684\u662fconda<\/code>\uff0c\u53ef\u4ee5\u8f93\u5165\uff1a<\/p>\n<\/p>\n
conda list<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u8fd9\u5c06\u663e\u793a\u901a\u8fc7conda<\/code>\u5b89\u88c5\u7684\u6240\u6709\u5305\u3002<\/p>\n<\/p>\n
\u4e8c\u3001\u5bfc\u5165\u5e93<\/h3>\n<\/p>\n
\u786e\u8ba4\u5b89\u88c5\u6210\u529f\u540e\uff0c\u4e0b\u4e00\u6b65\u662f\u5c06\u5e93\u5bfc\u5165\u5230\u4f60\u7684Python\u811a\u672c\u4e2d\u3002\u901a\u5e38\uff0c\u4f60\u53ef\u4ee5\u5728\u811a\u672c\u7684\u5f00\u5934\u901a\u8fc7import<\/code>\u8bed\u53e5\u6765\u5b9e\u73b0\u8fd9\u4e00\u70b9\u3002\u4f8b\u5982\uff0c\u5982\u679c\u4f60\u5b89\u88c5\u4e86requests<\/code>\u5e93\uff0c\u53ef\u4ee5\u8fd9\u6837\u5bfc\u5165\uff1a<\/p>\n<\/p>\n
import requests<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5982\u679c\u5e93\u7684\u540d\u79f0\u8f83\u957f\u6216\u4f60\u5e0c\u671b\u4f7f\u7528\u7b80\u5199\uff0c\u53ef\u4ee5\u4f7f\u7528as<\/code>\u5173\u952e\u5b57\u6765\u8fdb\u884c\u522b\u540d\u5b9a\u4e49\uff1a<\/p>\n<\/p>\n
import numpy as np<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e09\u3001\u9605\u8bfb\u6587\u6863<\/h3>\n<\/p>\n
\u5bfc\u5165\u5e93\u540e\uff0c\u6700\u91cd\u8981\u7684\u4e00\u6b65\u662f\u9605\u8bfb\u8be5\u5e93\u7684\u5b98\u65b9\u6587\u6863\u3002\u5927\u591a\u6570\u7b2c\u4e09\u65b9\u5e93\u90fd\u6709\u8be6\u7ec6\u7684\u6587\u6863\uff0c\u4ecb\u7ecd\u5176\u529f\u80fd\u3001\u7528\u6cd5\u548c\u793a\u4f8b\u4ee3\u7801\u3002\u901a\u8fc7\u9605\u8bfb\u6587\u6863\uff0c\u4f60\u53ef\u4ee5\u4e86\u89e3\u5982\u4f55\u8c03\u7528\u5e93\u4e2d\u7684\u5404\u79cd\u51fd\u6570\u548c\u65b9\u6cd5\u3002<\/p>\n<\/p>\n
\u4f8b\u5982\uff0crequests<\/code>\u5e93\u7684\u6587\u6863\u5730\u5740\u662f\uff1ahttps:\/\/docs.python-requests.org\/en\/latest\/<\/a><\/p>\n<\/p>\n
\u5728\u6587\u6863\u4e2d\uff0c\u4f60\u53ef\u4ee5\u627e\u5230\u5982\u4f55\u53d1\u8d77HTTP\u8bf7\u6c42\u3001\u5904\u7406\u54cd\u5e94\u3001\u8bbe\u7f6e\u8bf7\u6c42\u5934\u7b49\u64cd\u4f5c\u7684\u8be6\u7ec6\u8bf4\u660e\u3002<\/p>\n<\/p>\n
\u56db\u3001\u4f7f\u7528\u793a\u4f8b\u4ee3\u7801<\/h3>\n<\/p>\n
\u9605\u8bfb\u6587\u6863\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u793a\u4f8b\u4ee3\u7801\u6765\u5b9e\u9645\u4f7f\u7528\u7b2c\u4e09\u65b9\u5e93\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u5e93\u7684\u793a\u4f8b\u4ee3\u7801\uff0c\u5e2e\u52a9\u4f60\u5feb\u901f\u4e0a\u624b\u3002<\/p>\n<\/p>\n
1\u3001Requests\u5e93<\/h4>\n<\/p>\n
requests<\/code>\u5e93\u7528\u4e8e\u53d1\u8d77HTTP\u8bf7\u6c42\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684GET\u8bf7\u6c42\u793a\u4f8b\uff1a<\/p>\n<\/p>\n
import requests<\/p>\n
response = requests.get('https:\/\/api.github.com')<\/p>\n
print(response.status_code)<\/p>\n
print(response.json())<\/p>\n
<\/code><\/pre>\n<\/p>\n
2\u3001Pandas\u5e93<\/h4>\n<\/p>\n
pandas<\/code>\u5e93\u7528\u4e8e\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u793a\u4f8b\uff0c\u5c55\u793a\u5982\u4f55\u8bfb\u53d6CSV\u6587\u4ef6\u5e76\u8fdb\u884c\u57fa\u672c\u6570\u636e\u64cd\u4f5c\uff1a<\/p>\n<\/p>\n
import pandas as pd<\/p>\n
df = pd.read_csv('data.csv')<\/p>\n
print(df.head())<\/p>\n
print(df.describe())<\/p>\n
<\/code><\/pre>\n<\/p>\n
3\u3001Matplotlib\u5e93<\/h4>\n<\/p>\n
matplotlib<\/code>\u5e93\u7528\u4e8e\u6570\u636e\u53ef\u89c6\u5316\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u793a\u4f8b\uff0c\u5c55\u793a\u5982\u4f55\u7ed8\u5236\u6298\u7ebf\u56fe\uff1a<\/p>\n<\/p>\n
import matplotlib.pyplot as plt<\/p>\n
data = [1, 2, 3, 4, 5]<\/p>\n
plt.plot(data)<\/p>\n
plt.show()<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e94\u3001\u9519\u8bef\u5904\u7406\u4e0e\u8c03\u8bd5<\/h3>\n<\/p>\n
\u5728\u4f7f\u7528\u7b2c\u4e09\u65b9\u5e93\u65f6\uff0c\u96be\u514d\u4f1a\u9047\u5230\u5404\u79cd\u9519\u8bef\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u7684\u9519\u8bef\u53ca\u5176\u89e3\u51b3\u65b9\u6cd5\uff1a<\/p>\n<\/p>\n
1\u3001ImportError<\/h4>\n<\/p>\n
\u5982\u679c\u4f60\u5728\u5bfc\u5165\u5e93\u65f6\u9047\u5230ImportError<\/code>\uff0c\u8bf7\u68c0\u67e5\u5e93\u662f\u5426\u5df2\u6b63\u786e\u5b89\u88c5\uff0c\u5e76\u786e\u4fddPython\u73af\u5883\u914d\u7f6e\u6b63\u786e\u3002<\/p>\n<\/p>\n
2\u3001\u7248\u672c\u4e0d\u517c\u5bb9<\/h4>\n<\/p>\n
\u6709\u4e9b\u5e93\u53ef\u80fd\u4f1a\u6709\u7248\u672c\u4e0d\u517c\u5bb9\u7684\u95ee\u9898\u3002\u5728\u5b89\u88c5\u6216\u66f4\u65b0\u5e93\u65f6\uff0c\u8bf7\u9605\u8bfb\u6587\u6863\u4e2d\u7684\u7248\u672c\u8981\u6c42\uff0c\u5e76\u4f7f\u7528\u7279\u5b9a\u7248\u672c\u8fdb\u884c\u5b89\u88c5\uff1a<\/p>\n<\/p>\n
pip install library_name==version<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u516d\u3001\u6df1\u5165\u5b66\u4e60\u4e0e\u5b9e\u8df5<\/h3>\n<\/p>\n
\u4e3a\u4e86\u66f4\u6df1\u5165\u5730\u638c\u63e1\u7b2c\u4e09\u65b9\u5e93\u7684\u4f7f\u7528\uff0c\u4f60\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u51e0\u79cd\u65b9\u5f0f\u8fdb\u884c\u5b66\u4e60\u4e0e\u5b9e\u8df5\uff1a<\/p>\n<\/p>\n
1\u3001\u5b98\u65b9\u6559\u7a0b<\/h4>\n<\/p>\n
\u5927\u591a\u6570\u7b2c\u4e09\u65b9\u5e93\u90fd\u6709\u5b98\u65b9\u6559\u7a0b\uff0c\u5e2e\u52a9\u4f60\u66f4\u7cfb\u7edf\u5730\u5b66\u4e60\u5176\u529f\u80fd\u4e0e\u7528\u6cd5\u3002\u4f8b\u5982\uff0cpandas<\/code>\u5e93\u6709\u4e00\u4e2a\u8be6\u7ec6\u7684\u5b98\u65b9\u6559\u7a0b\uff1ahttps:\/\/pandas.pydata.org\/pandas-docs\/stable\/getting_started\/10min.html<\/a><\/p>\n<\/p>\n
2\u3001\u793e\u533a\u8d44\u6e90<\/h4>\n<\/p>\n
\u9664\u4e86\u5b98\u65b9\u6587\u6863\u4e0e\u6559\u7a0b\uff0c\u793e\u533a\u8d44\u6e90\u4e5f\u662f\u5b66\u4e60\u7b2c\u4e09\u65b9\u5e93\u7684\u91cd\u8981\u9014\u5f84\u3002\u4f60\u53ef\u4ee5\u901a\u8fc7Stack Overflow\u3001Reddit\u3001GitHub\u7b49\u5e73\u53f0\uff0c\u67e5\u627e\u76f8\u5173\u95ee\u9898\u7684\u89e3\u51b3\u65b9\u6848\u4e0e\u4ee3\u7801\u793a\u4f8b\u3002<\/p>\n<\/p>\n
3\u3001\u9879\u76ee\u5b9e\u8df5<\/h4>\n<\/p>\n
\u6700\u597d\u7684\u5b66\u4e60\u65b9\u5f0f\u662f\u901a\u8fc7\u5b9e\u9645\u9879\u76ee\u8fdb\u884c\u5b9e\u8df5\u3002\u4f60\u53ef\u4ee5\u5c1d\u8bd5\u4f7f\u7528\u7b2c\u4e09\u65b9\u5e93\u6765\u89e3\u51b3\u5b9e\u9645\u95ee\u9898\uff0c\u9010\u6b65\u79ef\u7d2f\u7ecf\u9a8c\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528requests<\/code>\u5e93\u7f16\u5199\u4e00\u4e2a\u722c\u866b\u7a0b\u5e8f\uff0c\u4f7f\u7528pandas<\/code>\u5e93\u8fdb\u884c\u6570\u636e\u5206\u6790\uff0c\u6216\u4f7f\u7528matplotlib<\/code>\u5e93\u8fdb\u884c\u6570\u636e\u53ef\u89c6\u5316\u3002<\/p>\n<\/p>\n
\u4e03\u3001\u5e93\u7684\u66f4\u65b0\u4e0e\u7ef4\u62a4<\/h3>\n<\/p>\n
\u7b2c\u4e09\u65b9\u5e93\u901a\u5e38\u4f1a\u5b9a\u671f\u66f4\u65b0\uff0c\u4ee5\u4fee\u590d\u9519\u8bef\u3001\u589e\u52a0\u65b0\u529f\u80fd\u6216\u63d0\u9ad8\u6027\u80fd\u3002\u4e3a\u4e86\u4fdd\u6301\u9879\u76ee\u7684\u7a33\u5b9a\u6027\u4e0e\u5b89\u5168\u6027\uff0c\u5efa\u8bae\u5b9a\u671f\u66f4\u65b0\u5df2\u5b89\u88c5\u7684\u5e93\uff1a<\/p>\n<\/p>\n
pip install --upgrade library_name<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728\u66f4\u65b0\u5e93\u4e4b\u524d\uff0c\u6700\u597d\u5148\u9605\u8bfb\u66f4\u65b0\u65e5\u5fd7\uff0c\u4e86\u89e3\u65b0\u7248\u672c\u7684\u53d8\u5316\u4e0e\u6f5c\u5728\u7684\u517c\u5bb9\u6027\u95ee\u9898\u3002<\/p>\n<\/p>\n
\u516b\u3001\u603b\u7ed3\u4e0e\u5efa\u8bae<\/h3>\n<\/p>\n
\u5b89\u88c5Python\u7b2c\u4e09\u65b9\u5e93\u540e\uff0c\u901a\u8fc7\u786e\u8ba4\u5b89\u88c5\u3001\u5bfc\u5165\u5e93\u3001\u9605\u8bfb\u6587\u6863\u3001\u4f7f\u7528\u793a\u4f8b\u4ee3\u7801\u7b49\u6b65\u9aa4\uff0c\u53ef\u4ee5\u5feb\u901f\u4e0a\u624b\u5e76\u719f\u7ec3\u4f7f\u7528\u3002\u4e3a\u4e86\u66f4\u6df1\u5165\u5730\u638c\u63e1\u7b2c\u4e09\u65b9\u5e93\u7684\u4f7f\u7528\uff0c\u5efa\u8bae\u901a\u8fc7\u5b98\u65b9\u6559\u7a0b\u3001\u793e\u533a\u8d44\u6e90\u4e0e\u9879\u76ee\u5b9e\u8df5\u8fdb\u884c\u5b66\u4e60\u4e0e\u79ef\u7d2f\u7ecf\u9a8c\u3002\u540c\u65f6\uff0c\u5b9a\u671f\u66f4\u65b0\u5e93\u4ee5\u4fdd\u6301\u9879\u76ee\u7684\u7a33\u5b9a\u6027\u4e0e\u5b89\u5168\u6027\u3002\u901a\u8fc7\u4e0a\u8ff0\u6b65\u9aa4\u4e0e\u65b9\u6cd5\uff0c\u4f60\u53ef\u4ee5\u5728Python\u9879\u76ee\u4e2d\u5145\u5206\u53d1\u6325\u7b2c\u4e09\u65b9\u5e93\u7684\u5f3a\u5927\u529f\u80fd\uff0c\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\u4e0e\u4ee3\u7801\u8d28\u91cf\u3002<\/p>\n<\/p>\n
\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
 \u5728\u5b89\u88c5\u7b2c\u4e09\u65b9\u5e93\u540e\uff0c\u5982\u4f55\u786e\u8ba4\u5b83\u662f\u5426\u5df2\u6210\u529f\u5b89\u88c5\uff1f<\/strong>
\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u6216\u7ec8\u7aef\u4e2d\u8fd0\u884cpip list<\/code>\u547d\u4ee4\u6765\u67e5\u770b\u5df2\u5b89\u88c5\u7684\u5e93\u5217\u8868\u3002\u5982\u679c\u60a8\u5728\u5217\u8868\u4e2d\u627e\u5230\u4e86\u60a8\u521a\u5b89\u88c5\u7684\u5e93\uff0c\u90a3\u4e48\u5b83\u5c31\u5df2\u7ecf\u6210\u529f\u5b89\u88c5\u3002\u6b64\u5916\uff0c\u60a8\u4e5f\u53ef\u4ee5\u5728Python\u73af\u5883\u4e2d\u5c1d\u8bd5\u5bfc\u5165\u8be5\u5e93\uff0c\u5982\u679c\u6ca1\u6709\u9519\u8bef\u63d0\u793a\uff0c\u8bf4\u660e\u5b89\u88c5\u6210\u529f\u3002<\/p>\n
\u5982\u4f55\u5728Python\u811a\u672c\u4e2d\u5f15\u5165\u6211\u5b89\u88c5\u7684\u7b2c\u4e09\u65b9\u5e93\uff1f<\/strong>
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