{"id":1164748,"date":"2025-01-15T15:11:35","date_gmt":"2025-01-15T07:11:35","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1164748.html"},"modified":"2025-01-15T15:11:38","modified_gmt":"2025-01-15T07:11:38","slug":"%e5%a6%82%e4%bd%95python%e8%8e%b7%e5%8f%96%e8%8b%b9%e6%9e%9ccms%e6%95%b0%e6%8d%ae","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1164748.html","title":{"rendered":"\u5982\u4f55python\u83b7\u53d6\u82f9\u679ccms\u6570\u636e"},"content":{"rendered":"

\"\u5982\u4f55python\u83b7\u53d6\u82f9\u679ccms\u6570\u636e\"<\/p>\n

\u8981\u4f7f\u7528Python\u83b7\u53d6\u82f9\u679cCMS\u6570\u636e\uff0c\u53ef\u4ee5\u4f7f\u7528API\u63a5\u53e3\u3001Web\u6293\u53d6\u3001\u4f7f\u7528\u73b0\u6709\u5e93\u3002<\/strong><\/p>\n<\/p>\n

\u5176\u4e2d\uff0c\u4f7f\u7528API\u63a5\u53e3<\/strong>\u662f\u6700\u4e3a\u4fbf\u6377\u548c\u7a33\u5b9a\u7684\u65b9\u6cd5\u3002\u82f9\u679cCMS\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684API\u63a5\u53e3\uff0c\u901a\u8fc7\u8fd9\u4e9b\u63a5\u53e3\u53ef\u4ee5\u5f88\u65b9\u4fbf\u5730\u83b7\u53d6\u5230\u5f71\u7247\u3001\u5206\u7c7b\u3001\u6807\u7b7e\u7b49\u5404\u7c7b\u6570\u636e\u3002\u4e0b\u9762\u8be6\u7ec6\u5c55\u5f00\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528API\u63a5\u53e3\u83b7\u53d6\u82f9\u679cCMS\u6570\u636e\u7684\u65b9\u6cd5\u3002<\/p>\n<\/p>\n

\u4e00\u3001API\u63a5\u53e3\u83b7\u53d6\u82f9\u679cCMS\u6570\u636e<\/strong><\/h2>\n

1\u3001API\u63a5\u53e3\u6982\u8ff0<\/h2>\n<\/p>\n

\u82f9\u679cCMS\u63d0\u4f9b\u4e86\u4e00\u5957\u5b8c\u6574\u7684API\u63a5\u53e3\uff0c\u4fbf\u4e8e\u5f00\u53d1\u8005\u8c03\u7528\u548c\u83b7\u53d6\u6570\u636e\u3002API\u63a5\u53e3\u901a\u5e38\u5305\u62ec\u83b7\u53d6\u5f71\u7247\u5217\u8868\u3001\u5f71\u7247\u8be6\u60c5\u3001\u5206\u7c7b\u5217\u8868\u3001\u641c\u7d22\u5f71\u7247\u7b49\u529f\u80fd\u3002\u901a\u8fc7\u8fd9\u4e9bAPI\u63a5\u53e3\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u8f7b\u677e\u5730\u83b7\u53d6\u5230\u6240\u9700\u7684\u82f9\u679cCMS\u6570\u636e\u3002<\/p>\n<\/p>\n

2\u3001API\u63a5\u53e3\u8c03\u7528<\/h2>\n<\/p>\n

\uff081\uff09\u83b7\u53d6\u5f71\u7247\u5217\u8868<\/h3>\n<\/p>\n

\u8981\u83b7\u53d6\u5f71\u7247\u5217\u8868\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0bAPI\u63a5\u53e3\uff1a<\/p>\n<\/p>\n

http:\/\/yourdomAI<\/a>n.com\/api.php\/provide\/vod\/?ac=list<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u8be5\u63a5\u53e3\u652f\u6301\u591a\u79cd\u67e5\u8be2\u53c2\u6570\uff0c\u5982\u9875\u7801\u3001\u6bcf\u9875\u6761\u6570\u3001\u5206\u7c7bID\u7b49\u3002\u4ee5\u4e0b\u662f\u793a\u4f8b\u4ee3\u7801\uff1a<\/p>\n<\/p>\n
import requests<\/p>\n
url = "http:\/\/yourdomain.com\/api.php\/provide\/vod\/?ac=list"<\/p>\n
params = {<\/p>\n
    'pg': 1,  # \u9875\u7801<\/p>\n
    't': 1,   # \u5206\u7c7bID<\/p>\n
    'h': 24   # \u6700\u8fd124\u5c0f\u65f6\u66f4\u65b0\u7684\u5f71\u7247<\/p>\n
}<\/p>\n
response = requests.get(url, params=params)<\/p>\n
data = response.json()<\/p>\n
print(data)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\uff082\uff09\u83b7\u53d6\u5f71\u7247\u8be6\u60c5<\/h3>\n<\/p>\n
\u8981\u83b7\u53d6\u67d0\u4e2a\u5f71\u7247\u7684\u8be6\u60c5\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0bAPI\u63a5\u53e3\uff1a<\/p>\n<\/p>\n
http:\/\/yourdomain.com\/api.php\/provide\/vod\/?ac=detail&ids=\u5f71\u7247ID<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4ee5\u4e0b\u662f\u793a\u4f8b\u4ee3\u7801\uff1a<\/p>\n<\/p>\n
url = "http:\/\/yourdomain.com\/api.php\/provide\/vod\/?ac=detail"<\/p>\n
params = {<\/p>\n
    'ids': '12345'  # \u5f71\u7247ID<\/p>\n
}<\/p>\n
response = requests.get(url, params=params)<\/p>\n
data = response.json()<\/p>\n
print(data)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\uff083\uff09\u83b7\u53d6\u5206\u7c7b\u5217\u8868<\/h3>\n<\/p>\n
\u8981\u83b7\u53d6\u5f71\u7247\u5206\u7c7b\u5217\u8868\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0bAPI\u63a5\u53e3\uff1a<\/p>\n<\/p>\n
http:\/\/yourdomain.com\/api.php\/provide\/vod\/?ac=type<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4ee5\u4e0b\u662f\u793a\u4f8b\u4ee3\u7801\uff1a<\/p>\n<\/p>\n
response = requests.get("http:\/\/yourdomain.com\/api.php\/provide\/vod\/?ac=type")<\/p>\n
data = response.json()<\/p>\n
print(data)<\/p>\n
<\/code><\/pre>\n<\/p>\n
3\u3001\u5904\u7406API\u8fd4\u56de\u7684\u6570\u636e<\/h2>\n<\/p>\n
API\u63a5\u53e3\u8fd4\u56de\u7684\u6570\u636e\u901a\u5e38\u662fJSON\u683c\u5f0f\u7684\uff0c\u9700\u8981\u4f7f\u7528Python\u7684json\u6a21\u5757\u8fdb\u884c\u89e3\u6790\u3002\u89e3\u6790\u540e\u7684\u6570\u636e\u53ef\u4ee5\u6839\u636e\u5177\u4f53\u9700\u6c42\u8fdb\u884c\u5904\u7406\u548c\u5b58\u50a8\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7efc\u5408\u793a\u4f8b\uff0c\u5c55\u793a\u4e86\u5982\u4f55\u83b7\u53d6\u5f71\u7247\u5217\u8868\u5e76\u63d0\u53d6\u5176\u4e2d\u7684\u5f71\u7247\u540d\u79f0\u548c\u5f71\u7247ID\uff1a<\/p>\n<\/p>\n
import requests<\/p>\n
import json<\/p>\n
url = "http:\/\/yourdomain.com\/api.php\/provide\/vod\/?ac=list"<\/p>\n
params = {<\/p>\n
    'pg': 1,<\/p>\n
    't': 1,<\/p>\n
    'h': 24<\/p>\n
}<\/p>\n
response = requests.get(url, params=params)<\/p>\n
data = response.json()<\/p>\n
if data.get('code') == 1:  # \u786e\u8ba4API\u8bf7\u6c42\u6210\u529f<\/p>\n
    for vod in data.get('list', []):<\/p>\n
        print(f"\u5f71\u7247\u540d\u79f0: {vod.get('vod_name')}, \u5f71\u7247ID: {vod.get('vod_id')}")<\/p>\n
else:<\/p>\n
    print("API\u8bf7\u6c42\u5931\u8d25")<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e8c\u3001WEB\u6293\u53d6\u83b7\u53d6\u82f9\u679cCMS\u6570\u636e<\/strong><\/h2>\n
1\u3001Web\u6293\u53d6\u6982\u8ff0<\/h2>\n<\/p>\n
\u9664\u4e86\u4f7f\u7528API\u63a5\u53e3\u5916\uff0c\u8fd8\u53ef\u4ee5\u901a\u8fc7Web\u6293\u53d6\u7684\u65b9\u5f0f\u83b7\u53d6\u82f9\u679cCMS\u6570\u636e\u3002Web\u6293\u53d6\u6280\u672f\u6d89\u53ca\u5230\u53d1\u9001HTTP\u8bf7\u6c42\u3001\u89e3\u6790HTML\u5185\u5bb9\u3001\u63d0\u53d6\u6240\u9700\u6570\u636e\u7b49\u6b65\u9aa4\u3002\u901a\u5e38\u4f7f\u7528\u7684\u5e93\u6709requests\u548cBeautifulSoup\u3002<\/p>\n<\/p>\n
2\u3001\u53d1\u9001HTTP\u8bf7\u6c42<\/h2>\n<\/p>\n
\u4f7f\u7528requests\u5e93\u53d1\u9001HTTP\u8bf7\u6c42\u83b7\u53d6\u7f51\u9875\u5185\u5bb9\uff1a<\/p>\n<\/p>\n
import requests<\/p>\n
url = "http:\/\/yourdomain.com\/vodtype\/1.html"<\/p>\n
response = requests.get(url)<\/p>\n
html_content = response.content<\/p>\n
<\/code><\/pre>\n<\/p>\n
3\u3001\u89e3\u6790HTML\u5185\u5bb9<\/h2>\n<\/p>\n
\u4f7f\u7528BeautifulSoup\u89e3\u6790HTML\u5185\u5bb9\u5e76\u63d0\u53d6\u6240\u9700\u7684\u6570\u636e\uff1a<\/p>\n<\/p>\n
from bs4 import BeautifulSoup<\/p>\n
soup = BeautifulSoup(html_content, 'html.parser')<\/p>\n
vod_list = soup.find_all('div', class_='vodlist')<\/p>\n
for vod in vod_list:<\/p>\n
    vod_name = vod.find('span', class_='vodname').text<\/p>\n
    vod_id = vod.find('a')['href'].split('\/')[-1].split('.')[0]<\/p>\n
    print(f"\u5f71\u7247\u540d\u79f0: {vod_name}, \u5f71\u7247ID: {vod_id}")<\/p>\n
<\/code><\/pre>\n<\/p>\n
4\u3001\u5904\u7406\u6293\u53d6\u7684\u6570\u636e<\/h2>\n<\/p>\n
\u5904\u7406\u6293\u53d6\u5230\u7684\u6570\u636e\u5e76\u5b58\u50a8\u5230\u6570\u636e\u5e93\u6216\u6587\u4ef6\u4e2d\uff1a<\/p>\n<\/p>\n
import sqlite3<\/p>\n
\u521b\u5efa\u6570\u636e\u5e93\u8fde\u63a5<\/strong><\/h2>\n
conn = sqlite3.connect('applecms.db')<\/p>\n
cursor = conn.cursor()<\/p>\n
\u521b\u5efa\u8868<\/strong><\/h2>\n
cursor.execute('''CREATE TABLE IF NOT EXISTS vod (<\/p>\n
    id INTEGER PRIMARY KEY AUTOINCREMENT,<\/p>\n
    vod_name TEXT,<\/p>\n
    vod_id TEXT<\/p>\n
)''')<\/p>\n
\u63d2\u5165\u6570\u636e<\/strong><\/h2>\n
for vod in vod_list:<\/p>\n
    vod_name = vod.find('span', class_='vodname').text<\/p>\n
    vod_id = vod.find('a')['href'].split('\/')[-1].split('.')[0]<\/p>\n
    cursor.execute("INSERT INTO vod (vod_name, vod_id) VALUES (?, ?)", (vod_name, vod_id))<\/p>\n
\u63d0\u4ea4\u4e8b\u52a1<\/strong><\/h2>\n
conn.commit()<\/p>\n
\u5173\u95ed\u8fde\u63a5<\/strong><\/h2>\n
conn.close()<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e09\u3001\u4f7f\u7528\u73b0\u6709\u5e93\u83b7\u53d6\u82f9\u679cCMS\u6570\u636e<\/strong><\/h2>\n
1\u3001\u73b0\u6709\u5e93\u6982\u8ff0<\/h2>\n<\/p>\n
\u5728Python\u793e\u533a\u4e2d\uff0c\u5df2\u6709\u4e00\u4e9b\u73b0\u6210\u7684\u5e93\u53ef\u4ee5\u7528\u6765\u83b7\u53d6\u82f9\u679cCMS\u6570\u636e\u3002\u8fd9\u4e9b\u5e93\u5c01\u88c5\u4e86API\u63a5\u53e3\u548cWeb\u6293\u53d6\u7684\u529f\u80fd\uff0c\u4f7f\u5f97\u5f00\u53d1\u8005\u53ef\u4ee5\u66f4\u52a0\u65b9\u4fbf\u5730\u83b7\u53d6\u6570\u636e\u3002<\/p>\n<\/p>\n
2\u3001\u4f7f\u7528\u73b0\u6709\u5e93\u83b7\u53d6\u6570\u636e<\/h2>\n<\/p>\n
\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528\u67d0\u4e9b\u7b2c\u4e09\u65b9\u5e93\u6765\u83b7\u53d6\u82f9\u679cCMS\u6570\u636e\uff1a<\/p>\n<\/p>\n
import applecms<\/p>\n
\u521b\u5efaAPI\u5ba2\u6237\u7aef<\/strong><\/h2>\n
client = applecms.Client(api_base_url='http:\/\/yourdomain.com\/api.php')<\/p>\n
\u83b7\u53d6\u5f71\u7247\u5217\u8868<\/strong><\/h2>\n
vod_list = client.get_vod_list(page=1, type_id=1, hours=24)<\/p>\n
for vod in vod_list:<\/p>\n
    print(f"\u5f71\u7247\u540d\u79f0: {vod['vod_name']}, \u5f71\u7247ID: {vod['vod_id']}")<\/p>\n
<\/code><\/pre>\n<\/p>\n
3\u3001\u5904\u7406\u548c\u5b58\u50a8\u6570\u636e<\/h2>\n<\/p>\n
\u5904\u7406\u548c\u5b58\u50a8\u6570\u636e\u7684\u65b9\u5f0f\u4e0e\u524d\u9762\u63d0\u5230\u7684API\u63a5\u53e3\u548cWeb\u6293\u53d6\u7684\u65b9\u6cd5\u7c7b\u4f3c\uff0c\u53ef\u4ee5\u5c06\u83b7\u53d6\u5230\u7684\u6570\u636e\u5b58\u50a8\u5230\u6570\u636e\u5e93\u6216\u6587\u4ef6\u4e2d\uff0c\u4fbf\u4e8e\u540e\u7eed\u4f7f\u7528\u3002<\/p>\n<\/p>\n
import sqlite3<\/p>\n
\u521b\u5efa\u6570\u636e\u5e93\u8fde\u63a5<\/strong><\/h2>\n
conn = sqlite3.connect('applecms.db')<\/p>\n
cursor = conn.cursor()<\/p>\n
\u521b\u5efa\u8868<\/strong><\/h2>\n
cursor.execute('''CREATE TABLE IF NOT EXISTS vod (<\/p>\n
    id INTEGER PRIMARY KEY AUTOINCREMENT,<\/p>\n
    vod_name TEXT,<\/p>\n
    vod_id TEXT<\/p>\n
)''')<\/p>\n
\u63d2\u5165\u6570\u636e<\/strong><\/h2>\n
for vod in vod_list:<\/p>\n
    cursor.execute("INSERT INTO vod (vod_name, vod_id) VALUES (?, ?)", (vod['vod_name'], vod['vod_id']))<\/p>\n
\u63d0\u4ea4\u4e8b\u52a1<\/strong><\/h2>\n
conn.commit()<\/p>\n
\u5173\u95ed\u8fde\u63a5<\/strong><\/h2>\n
conn.close()<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u56db\u3001\u6570\u636e\u5904\u7406\u548c\u5206\u6790<\/strong><\/h2>\n
\u83b7\u53d6\u5230\u82f9\u679cCMS\u6570\u636e\u540e\uff0c\u53ef\u4ee5\u5bf9\u6570\u636e\u8fdb\u884c\u5904\u7406\u548c\u5206\u6790\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u5229\u7528\u8fd9\u4e9b\u6570\u636e\u3002<\/p>\n<\/p>\n
1\u3001\u6570\u636e\u6e05\u6d17<\/h2>\n<\/p>\n
\u6570\u636e\u6e05\u6d17\u662f\u6570\u636e\u5904\u7406\u7684\u91cd\u8981\u6b65\u9aa4\uff0c\u4e3b\u8981\u5305\u62ec\u53bb\u91cd\u3001\u5904\u7406\u7f3a\u5931\u503c\u3001\u6570\u636e\u683c\u5f0f\u8f6c\u6362\u7b49\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u793a\u4f8b\uff1a<\/p>\n<\/p>\n
import pandas as pd<\/p>\n
\u8bfb\u53d6\u6570\u636e<\/strong><\/h2>\n
data = pd.read_csv('vod_data.csv')<\/p>\n
\u53bb\u91cd<\/strong><\/h2>\n
data.drop_duplicates(inplace=True)<\/p>\n
\u5904\u7406\u7f3a\u5931\u503c<\/strong><\/h2>\n
data.fillna(method='ffill', inplace=True)<\/p>\n
\u6570\u636e\u683c\u5f0f\u8f6c\u6362<\/strong><\/h2>\n
data['release_date'] = pd.to_datetime(data['release_date'])<\/p>\n
\u4fdd\u5b58\u6e05\u6d17\u540e\u7684\u6570\u636e<\/strong><\/h2>\n
data.to_csv('clean_vod_data.csv', index=False)<\/p>\n
<\/code><\/pre>\n<\/p>\n
2\u3001\u6570\u636e\u5206\u6790<\/h2>\n<\/p>\n
\u6570\u636e\u5206\u6790\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u4ece\u6570\u636e\u4e2d\u63d0\u53d6\u6709\u4ef7\u503c\u7684\u4fe1\u606f\uff0c\u4f8b\u5982\u5f71\u7247\u7684\u5206\u7c7b\u5206\u5e03\u3001\u5f71\u7247\u7684\u8bc4\u5206\u5206\u5e03\u7b49\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u793a\u4f8b\uff1a<\/p>\n<\/p>\n
\uff081\uff09\u5f71\u7247\u5206\u7c7b\u5206\u5e03<\/h3>\n<\/p>\n
import matplotlib.pyplot as plt<\/p>\n
\u8bfb\u53d6\u6570\u636e<\/strong><\/h2>\n
data = pd.read_csv('clean_vod_data.csv')<\/p>\n
\u8ba1\u7b97\u5206\u7c7b\u5206\u5e03<\/strong><\/h2>\n
category_distribution = data['category'].value_counts()<\/p>\n
\u7ed8\u5236\u67f1\u72b6\u56fe<\/strong><\/h2>\n
category_distribution.plot(kind='bar')<\/p>\n
plt.title('\u5f71\u7247\u5206\u7c7b\u5206\u5e03')<\/p>\n
plt.xlabel('\u5206\u7c7b')<\/p>\n
plt.ylabel('\u6570\u91cf')<\/p>\n
plt.show()<\/p>\n
<\/code><\/pre>\n<\/p>\n
\uff082\uff09\u5f71\u7247\u8bc4\u5206\u5206\u5e03<\/h3>\n<\/p>\n
# \u8ba1\u7b97\u8bc4\u5206\u5206\u5e03<\/p>\n
rating_distribution = data['rating'].value_counts()<\/p>\n
\u7ed8\u5236\u997c\u56fe<\/strong><\/h2>\n
rating_distribution.plot(kind='pie', autopct='%1.1f%%')<\/p>\n
plt.title('\u5f71\u7247\u8bc4\u5206\u5206\u5e03')<\/p>\n
plt.show()<\/p>\n
<\/code><\/pre>\n<\/p>\n
3\u3001\u6570\u636e\u53ef\u89c6\u5316<\/h2>\n<\/p>\n
\u6570\u636e\u53ef\u89c6\u5316\u53ef\u4ee5\u76f4\u89c2\u5730\u5c55\u793a\u6570\u636e\u5206\u6790\u7684\u7ed3\u679c\uff0c\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u7406\u89e3\u6570\u636e\u3002\u5e38\u7528\u7684\u53ef\u89c6\u5316\u5de5\u5177\u6709matplotlib\u3001seaborn\u7b49\u3002<\/p>\n<\/p>\n
\uff081\uff09\u5f71\u7247\u66f4\u65b0\u8d8b\u52bf<\/h3>\n<\/p>\n
# \u8ba1\u7b97\u5f71\u7247\u66f4\u65b0\u8d8b\u52bf<\/p>\n
update_trend = data.groupby(data['release_date'].dt.to_period('M')).size()<\/p>\n
\u7ed8\u5236\u6298\u7ebf\u56fe<\/strong><\/h2>\n
update_trend.plot(kind='line')<\/p>\n
plt.title('\u5f71\u7247\u66f4\u65b0\u8d8b\u52bf')<\/p>\n
plt.xlabel('\u6708\u4efd')<\/p>\n
plt.ylabel('\u6570\u91cf')<\/p>\n
plt.show()<\/p>\n
<\/code><\/pre>\n<\/p>\n
\uff082\uff09\u5f71\u7247\u8bc4\u5206\u5206\u5e03<\/h3>\n<\/p>\n
import seaborn as sns<\/p>\n
\u7ed8\u5236\u8bc4\u5206\u5206\u5e03\u56fe<\/strong><\/h2>\n
sns.histplot(data['rating'], kde=True)<\/p>\n
plt.title('\u5f71\u7247\u8bc4\u5206\u5206\u5e03')<\/p>\n
plt.xlabel('\u8bc4\u5206')<\/p>\n
plt.ylabel('\u6570\u91cf')<\/p>\n
plt.show()<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e94\u3001\u5e38\u89c1\u95ee\u9898\u53ca\u89e3\u51b3\u65b9\u6cd5<\/strong><\/h2>\n
1\u3001API\u8bf7\u6c42\u5931\u8d25<\/h2>\n<\/p>\n
API\u8bf7\u6c42\u5931\u8d25\u901a\u5e38\u662f\u7531\u4e8e\u7f51\u7edc\u95ee\u9898\u3001API\u5730\u5740\u9519\u8bef\u3001\u53c2\u6570\u9519\u8bef\u7b49\u539f\u56e0\u5f15\u8d77\u7684\u3002\u53ef\u4ee5\u901a\u8fc7\u68c0\u67e5\u7f51\u7edc\u8fde\u63a5\u3001\u786e\u8ba4API\u5730\u5740\u548c\u53c2\u6570\u662f\u5426\u6b63\u786e\u6765\u89e3\u51b3\u3002<\/p>\n<\/p>\n
2\u3001\u7f51\u9875\u6293\u53d6\u5931\u8d25<\/h2>\n<\/p>\n
\u7f51\u9875\u6293\u53d6\u5931\u8d25\u53ef\u80fd\u662f\u7531\u4e8e\u76ee\u6807\u7f51\u9875\u7ed3\u6784\u53d1\u751f\u53d8\u5316\u3001IP\u88ab\u5c01\u7981\u7b49\u539f\u56e0\u5f15\u8d77\u7684\u3002\u53ef\u4ee5\u901a\u8fc7\u66f4\u65b0\u89e3\u6790\u89c4\u5219\u3001\u4f7f\u7528\u4ee3\u7406IP\u7b49\u65b9\u6cd5\u6765\u89e3\u51b3\u3002<\/p>\n<\/p>\n
3\u3001\u6570\u636e\u5b58\u50a8\u5931\u8d25<\/h2>\n<\/p>\n
\u6570\u636e\u5b58\u50a8\u5931\u8d25\u901a\u5e38\u662f\u7531\u4e8e\u6570\u636e\u5e93\u8fde\u63a5\u95ee\u9898\u3001\u6570\u636e\u683c\u5f0f\u4e0d\u4e00\u81f4\u7b49\u539f\u56e0\u5f15\u8d77\u7684\u3002\u53ef\u4ee5\u901a\u8fc7\u68c0\u67e5\u6570\u636e\u5e93\u8fde\u63a5\u3001\u786e\u8ba4\u6570\u636e\u683c\u5f0f\u662f\u5426\u4e00\u81f4\u6765\u89e3\u51b3\u3002<\/p>\n<\/p>\n
4\u3001\u6570\u636e\u5206\u6790\u7ed3\u679c\u4e0d\u51c6\u786e<\/h2>\n<\/p>\n
\u6570\u636e\u5206\u6790\u7ed3\u679c\u4e0d\u51c6\u786e\u53ef\u80fd\u662f\u7531\u4e8e\u6570\u636e\u6e05\u6d17\u4e0d\u5f7b\u5e95\u3001\u5206\u6790\u65b9\u6cd5\u4e0d\u5f53\u7b49\u539f\u56e0\u5f15\u8d77\u7684\u3002\u53ef\u4ee5\u901a\u8fc7\u91cd\u65b0\u6e05\u6d17\u6570\u636e\u3001\u9009\u62e9\u5408\u9002\u7684\u5206\u6790\u65b9\u6cd5\u6765\u89e3\u51b3\u3002<\/p>\n<\/p>\n
\u516d\u3001\u603b\u7ed3<\/strong><\/h2>\n
\u4f7f\u7528Python\u83b7\u53d6\u82f9\u679cCMS\u6570\u636e\u7684\u65b9\u6cd5\u4e3b\u8981\u5305\u62ec\u4f7f\u7528API\u63a5\u53e3\u3001Web\u6293\u53d6\u3001\u4f7f\u7528\u73b0\u6709\u5e93<\/strong>\u3002\u901a\u8fc7\u8fd9\u4e9b\u65b9\u6cd5\u53ef\u4ee5\u65b9\u4fbf\u5730\u83b7\u53d6\u5230\u82f9\u679cCMS\u7684\u5404\u7c7b\u6570\u636e\uff0c\u5e76\u8fdb\u884c\u5904\u7406\u548c\u5206\u6790\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u5229\u7528\u8fd9\u4e9b\u6570\u636e\u3002\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u53ef\u4ee5\u6839\u636e\u5177\u4f53\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5\uff0c\u5e76\u7075\u6d3b\u8fd0\u7528\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u6280\u672f\uff0c\u63d0\u9ad8\u6570\u636e\u5229\u7528\u6548\u7387\u3002<\/p>\n<\/p>\n
\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
 \u5982\u4f55\u4f7f\u7528Python\u8fde\u63a5\u5230\u82f9\u679cCMS\u6570\u636e\u5e93\uff1f<\/strong>
\u8981\u8fde\u63a5\u5230\u82f9\u679cCMS\u6570\u636e\u5e93\uff0c\u53ef\u4ee5\u4f7f\u7528Python\u7684\u6570\u636e\u5e93\u8fde\u63a5\u5e93\uff0c\u5982MySQL Connector\u6216SQLAlchemy\u3002\u9996\u5148\uff0c\u786e\u4fdd\u5df2\u5b89\u88c5\u6240\u9700\u7684\u5e93\u3002\u7136\u540e\uff0c\u60a8\u9700\u8981\u63d0\u4f9b\u6570\u636e\u5e93\u7684\u4e3b\u673a\u540d\u3001\u7528\u6237\u540d\u3001\u5bc6\u7801\u548c\u6570\u636e\u5e93\u540d\u79f0\u3002\u4f7f\u7528\u8fd9\u4e9b\u4fe1\u606f\uff0c\u60a8\u5c31\u53ef\u4ee5\u5efa\u7acb\u8fde\u63a5\u5e76\u6267\u884cSQL\u67e5\u8be2\u4ee5\u83b7\u53d6\u6570\u636e\u3002<\/p>\n
\u82f9\u679cCMS\u7684\u6570\u636e\u7ed3\u6784\u662f\u600e\u6837\u7684\uff1f<\/strong>
\u82f9\u679cCMS\u7684\u6570\u636e\u7ed3\u6784\u901a\u5e38\u5305\u62ec\u591a\u4e2a\u8868\u683c\uff0c\u4f8b\u5982\u7528\u6237\u8868\u3001\u5185\u5bb9\u8868\u3001\u5206\u7c7b\u8868\u7b49\u3002\u6bcf\u4e2a\u8868\u683c\u5305\u542b\u4e0e\u7279\u5b9a\u6570\u636e\u76f8\u5173\u7684\u5b57\u6bb5\uff0c\u5982ID\u3001\u6807\u9898\u3001\u63cf\u8ff0\u3001\u89c6\u9891\u94fe\u63a5\u7b49\u3002\u7406\u89e3\u8fd9\u4e9b\u8868\u683c\u7684\u5173\u7cfb\u80fd\u591f\u5e2e\u52a9\u60a8\u66f4\u6709\u6548\u5730\u63d0\u53d6\u6240\u9700\u7684\u6570\u636e\u3002<\/p>\n
\u5982\u4f55\u5728Python\u4e2d\u5904\u7406\u4ece\u82f9\u679cCMS\u83b7\u53d6\u7684\u6570\u636e\uff1f<\/strong>
\u5728\u83b7\u53d6\u6570\u636e\u540e\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528Python\u7684pandas\u5e93\u8fdb\u884c\u6570\u636e\u5904\u7406\u3002\u901a\u8fc7\u5c06\u6570\u636e\u52a0\u8f7d\u5230DataFrame\u4e2d\uff0c\u60a8\u53ef\u4ee5\u8f7b\u677e\u5730\u8fdb\u884c\u6570\u636e\u6e05\u6d17\u3001\u5206\u6790\u548c\u53ef\u89c6\u5316\u3002\u6b64\u5916\uff0c\u60a8\u8fd8\u53ef\u4ee5\u5c06\u5904\u7406\u540e\u7684\u6570\u636e\u5bfc\u51fa\u4e3aCSV\u6216Excel\u6587\u4ef6\uff0c\u4ee5\u4fbf\u4e8e\u540e\u7eed\u4f7f\u7528\u3002<\/p>\n
\u5982\u4f55\u786e\u4fdd\u4ece\u82f9\u679cCMS\u83b7\u53d6\u7684\u6570\u636e\u662f\u6700\u65b0\u7684\uff1f<\/strong>
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