{"id":1112268,"date":"2025-01-08T17:36:54","date_gmt":"2025-01-08T09:36:54","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1112268.html"},"modified":"2025-01-08T17:36:58","modified_gmt":"2025-01-08T09:36:58","slug":"python%e5%a6%82%e4%bd%95%e7%94%9f%e6%88%90%e5%8f%8c%e8%89%b2%e7%90%83%e6%95%b0%e6%8d%ae%e5%ba%93","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1112268.html","title":{"rendered":"python\u5982\u4f55\u751f\u6210\u53cc\u8272\u7403\u6570\u636e\u5e93"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25074351\/3cb5a9a6-2fd0-426b-ae4a-9e3cda6fb914.webp\" alt=\"python\u5982\u4f55\u751f\u6210\u53cc\u8272\u7403\u6570\u636e\u5e93\" \/><\/p>\n<p><p> <strong>\u5f00\u5934\u6bb5\u843d:<\/strong><\/p>\n<\/p>\n<p><p><strong>\u4f7f\u7528SQLite\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\u3001\u5b9a\u4e49\u8868\u7ed3\u6784\u5b58\u50a8\u53cc\u8272\u7403\u6570\u636e\u3001\u4f7f\u7528Python\u811a\u672c\u6293\u53d6\u548c\u63d2\u5165\u53cc\u8272\u7403\u6570\u636e\u3001\u5b9a\u671f\u66f4\u65b0\u6570\u636e<\/strong>\u662f\u751f\u6210\u53cc\u8272\u7403\u6570\u636e\u5e93\u7684\u5173\u952e\u6b65\u9aa4\u3002\u672c\u6587\u5c06\u8be6\u7ec6\u63cf\u8ff0\u8fd9\u4e9b\u6b65\u9aa4\uff0c\u5e76\u63d0\u4f9b\u5177\u4f53\u7684\u4ee3\u7801\u793a\u4f8b\u548c\u65b9\u6cd5\u3002\u9996\u5148\uff0c\u6211\u4eec\u9700\u8981\u9009\u62e9\u4e00\u4e2a\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\u6765\u5b58\u50a8\u6570\u636e\uff0cSQLite\u662f\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u4e14\u6613\u4e8e\u4f7f\u7528\u7684\u9009\u62e9\u3002\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u9700\u8981\u5b9a\u4e49\u4e00\u4e2a\u8868\u7ed3\u6784\u6765\u5b58\u50a8\u53cc\u8272\u7403\u6570\u636e\uff0c\u5e76\u7f16\u5199Python\u811a\u672c\u6765\u6293\u53d6\u548c\u63d2\u5165\u8fd9\u4e9b\u6570\u636e\u3002\u6700\u540e\uff0c\u6211\u4eec\u5c06\u8ba8\u8bba\u5982\u4f55\u5b9a\u671f\u66f4\u65b0\u6570\u636e\u5e93\u4ee5\u4fdd\u6301\u6700\u65b0\u7684\u53cc\u8272\u7403\u6570\u636e\u3002<\/p>\n<\/p>\n<p><p><strong>\u4e00\u3001\u9009\u62e9\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf<\/strong><\/p>\n<\/p>\n<p><p>SQLite\u662f\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u3001\u5d4c\u5165\u5f0f\u7684\u5173\u7cfb\u578b\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\uff0c\u9002\u5408\u7528\u4e8e\u5c0f\u578b\u9879\u76ee\u548c\u672c\u5730\u5b58\u50a8\u3002SQLite\u5177\u6709\u4ee5\u4e0b\u4f18\u70b9\uff1a<\/p>\n<\/p>\n<ul>\n<li><strong>\u8f7b\u91cf\u7ea7<\/strong>\uff1aSQLite\u5e93\u975e\u5e38\u5c0f\uff0c\u53ea\u6709\u51e0\u767eKB\u3002<\/li>\n<li><strong>\u5d4c\u5165\u5f0f<\/strong>\uff1aSQLite\u4e0d\u9700\u8981\u5355\u72ec\u7684\u670d\u52a1\u5668\u8fdb\u7a0b\uff0c\u5b83\u76f4\u63a5\u5d4c\u5165\u5230\u5e94\u7528\u7a0b\u5e8f\u4e2d\u3002<\/li>\n<li><strong>\u6613\u4e8e\u4f7f\u7528<\/strong>\uff1aSQLite\u4f7f\u7528SQL\u8bed\u8a00\u8fdb\u884c\u6570\u636e\u64cd\u4f5c\uff0c\u8bed\u6cd5\u7b80\u5355\uff0c\u6613\u4e8e\u5b66\u4e60\u548c\u4f7f\u7528\u3002<\/li>\n<li><strong>\u8de8\u5e73\u53f0<\/strong>\uff1aSQLite\u53ef\u4ee5\u5728\u591a\u4e2a\u5e73\u53f0\u4e0a\u8fd0\u884c\uff0c\u5305\u62ecWindows\u3001Linux\u548cmacOS\u3002<\/li>\n<\/ul>\n<p><p>\u4e3a\u4e86\u4f7f\u7528SQLite\uff0c\u6211\u4eec\u9700\u8981\u5b89\u88c5Python\u7684sqlite3\u5e93\u3002\u5927\u591a\u6570Python\u53d1\u884c\u7248\u5df2\u7ecf\u81ea\u5e26sqlite3\u5e93\uff0c\u5982\u679c\u6ca1\u6709\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-sh\">pip install sqlite3<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p><strong>\u4e8c\u3001\u5b9a\u4e49\u8868\u7ed3\u6784<\/strong><\/p>\n<\/p>\n<p><p>\u5728\u5b9a\u4e49\u8868\u7ed3\u6784\u4e4b\u524d\uff0c\u6211\u4eec\u9700\u8981\u660e\u786e\u53cc\u8272\u7403\u6570\u636e\u7684\u5b58\u50a8\u9700\u6c42\u3002\u4e00\u822c\u6765\u8bf4\uff0c\u53cc\u8272\u7403\u6570\u636e\u5305\u62ec\u4ee5\u4e0b\u4fe1\u606f\uff1a<\/p>\n<\/p>\n<ul>\n<li><strong>\u671f\u53f7<\/strong>\uff1a\u552f\u4e00\u6807\u8bc6\u6bcf\u4e00\u671f\u53cc\u8272\u7403\u5f00\u5956\u7684\u6570\u636e\u3002<\/li>\n<li><strong>\u7ea2\u7403\u53f7\u7801<\/strong>\uff1a6\u4e2a\u7ea2\u7403\u53f7\u7801\u3002<\/li>\n<li><strong>\u84dd\u7403\u53f7\u7801<\/strong>\uff1a1\u4e2a\u84dd\u7403\u53f7\u7801\u3002<\/li>\n<li><strong>\u5f00\u5956\u65e5\u671f<\/strong>\uff1a\u53cc\u8272\u7403\u5f00\u5956\u7684\u65e5\u671f\u3002<\/li>\n<\/ul>\n<p><p>\u57fa\u4e8e\u4ee5\u4e0a\u4fe1\u606f\uff0c\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u4e00\u4e2a\u53cc\u8272\u7403\u8868\u7ed3\u6784\uff0c\u5982\u4e0b\u6240\u793a\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-sql\">CREATE TABLE IF NOT EXISTS ssq (<\/p>\n<p>    id INTEGER PRIMARY KEY AUTOINCREMENT,<\/p>\n<p>    issue TEXT NOT NULL UNIQUE,<\/p>\n<p>    red1 INTEGER NOT NULL,<\/p>\n<p>    red2 INTEGER NOT NULL,<\/p>\n<p>    red3 INTEGER NOT NULL,<\/p>\n<p>    red4 INTEGER NOT NULL,<\/p>\n<p>    red5 INTEGER NOT NULL,<\/p>\n<p>    red6 INTEGER NOT NULL,<\/p>\n<p>    blue INTEGER NOT NULL,<\/p>\n<p>    draw_date DATE NOT NULL<\/p>\n<p>);<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u8868\u7ed3\u6784\u4e2d\uff0c<code>id<\/code>\u662f\u81ea\u589e\u7684\u4e3b\u952e\uff0c<code>issue<\/code>\u662f\u552f\u4e00\u7684\u671f\u53f7\uff0c<code>red1<\/code>\u5230<code>red6<\/code>\u5206\u522b\u5b58\u50a86\u4e2a\u7ea2\u7403\u53f7\u7801\uff0c<code>blue<\/code>\u5b58\u50a8\u84dd\u7403\u53f7\u7801\uff0c<code>draw_date<\/code>\u5b58\u50a8\u5f00\u5956\u65e5\u671f\u3002<\/p>\n<\/p>\n<p><p><strong>\u4e09\u3001\u6293\u53d6\u548c\u63d2\u5165\u53cc\u8272\u7403\u6570\u636e<\/strong><\/p>\n<\/p>\n<p><p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u9700\u8981\u7f16\u5199Python\u811a\u672c\u6765\u6293\u53d6\u548c\u63d2\u5165\u53cc\u8272\u7403\u6570\u636e\u3002\u901a\u5e38\uff0c\u53cc\u8272\u7403\u6570\u636e\u53ef\u4ee5\u4ece\u5b98\u65b9\u7f51\u7ad9\u6216\u5176\u4ed6\u5f69\u7968\u6570\u636e\u63d0\u4f9b\u7f51\u7ad9\u4e0a\u83b7\u53d6\u3002\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528<code>requests<\/code>\u5e93\u6765\u53d1\u9001HTTP\u8bf7\u6c42\uff0c\u5e76\u4f7f\u7528<code>BeautifulSoup<\/code>\u5e93\u6765\u89e3\u6790HTML\u9875\u9762\u3002<\/p>\n<\/p>\n<p><p>\u9996\u5148\uff0c\u6211\u4eec\u9700\u8981\u5b89\u88c5<code>requests<\/code>\u548c<code>BeautifulSoup<\/code>\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-sh\">pip install requests beautifulsoup4<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u7136\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u7f16\u5199\u5982\u4e0b\u7684Python\u811a\u672c\u6765\u6293\u53d6\u548c\u63d2\u5165\u53cc\u8272\u7403\u6570\u636e\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import requests<\/p>\n<p>from bs4 import BeautifulSoup<\/p>\n<p>import sqlite3<\/p>\n<p>from datetime import datetime<\/p>\n<h2><strong>\u521b\u5efa\u6570\u636e\u5e93\u8fde\u63a5<\/strong><\/h2>\n<p>conn = sqlite3.connect(&#39;ssq.db&#39;)<\/p>\n<p>cursor = conn.cursor()<\/p>\n<h2><strong>\u521b\u5efa\u53cc\u8272\u7403\u8868<\/strong><\/h2>\n<p>cursor.execute(&#39;&#39;&#39;CREATE TABLE IF NOT EXISTS ssq (<\/p>\n<p>    id INTEGER PRIMARY KEY AUTOINCREMENT,<\/p>\n<p>    issue TEXT NOT NULL UNIQUE,<\/p>\n<p>    red1 INTEGER NOT NULL,<\/p>\n<p>    red2 INTEGER NOT NULL,<\/p>\n<p>    red3 INTEGER NOT NULL,<\/p>\n<p>    red4 INTEGER NOT NULL,<\/p>\n<p>    red5 INTEGER NOT NULL,<\/p>\n<p>    red6 INTEGER NOT NULL,<\/p>\n<p>    blue INTEGER NOT NULL,<\/p>\n<p>    draw_date DATE NOT NULL<\/p>\n<p>)&#39;&#39;&#39;)<\/p>\n<h2><strong>\u6293\u53d6\u53cc\u8272\u7403\u6570\u636e<\/strong><\/h2>\n<p>url = &#39;https:\/\/example.com\/ssq-data&#39;  # \u66ff\u6362\u4e3a\u5b9e\u9645\u7684\u6570\u636e\u6e90URL<\/p>\n<p>response = requests.get(url)<\/p>\n<p>soup = BeautifulSoup(response.content, &#39;html.parser&#39;)<\/p>\n<h2><strong>\u89e3\u6790\u5e76\u63d2\u5165\u6570\u636e<\/strong><\/h2>\n<p>for row in soup.find_all(&#39;tr&#39;)[1:]:  # \u5047\u8bbe\u6570\u636e\u5728\u8868\u683c\u4e2d\uff0c\u4ece\u7b2c\u4e8c\u884c\u5f00\u59cb<\/p>\n<p>    cells = row.find_all(&#39;td&#39;)<\/p>\n<p>    issue = cells[0].text.strip()<\/p>\n<p>    red_numbers = [int(cells[i].text.strip()) for i in range(1, 7)]<\/p>\n<p>    blue_number = int(cells[7].text.strip())<\/p>\n<p>    draw_date = datetime.strptime(cells[8].text.strip(), &#39;%Y-%m-%d&#39;)<\/p>\n<p>    cursor.execute(&#39;&#39;&#39;INSERT OR IGNORE INTO ssq (<\/p>\n<p>        issue, red1, red2, red3, red4, red5, red6, blue, draw_date<\/p>\n<p>    ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?)&#39;&#39;&#39;, (<\/p>\n<p>        issue, red_numbers[0], red_numbers[1], red_numbers[2],<\/p>\n<p>        red_numbers[3], red_numbers[4], red_numbers[5],<\/p>\n<p>        blue_number, draw_date<\/p>\n<p>    ))<\/p>\n<h2><strong>\u63d0\u4ea4\u4e8b\u52a1<\/strong><\/h2>\n<p>conn.commit()<\/p>\n<h2><strong>\u5173\u95ed\u6570\u636e\u5e93\u8fde\u63a5<\/strong><\/h2>\n<p>conn.close()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u811a\u672c\u4e2d\uff0c\u6211\u4eec\u9996\u5148\u521b\u5efa\u6570\u636e\u5e93\u8fde\u63a5\uff0c\u5e76\u5b9a\u4e49\u53cc\u8272\u7403\u8868\u7ed3\u6784\u3002\u7136\u540e\uff0c\u6211\u4eec\u53d1\u9001HTTP\u8bf7\u6c42\u83b7\u53d6\u53cc\u8272\u7403\u6570\u636e\u9875\u9762\uff0c\u5e76\u4f7f\u7528<code>BeautifulSoup<\/code>\u89e3\u6790HTML\u5185\u5bb9\u3002\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u904d\u5386\u6bcf\u4e00\u884c\u6570\u636e\uff0c\u63d0\u53d6\u671f\u53f7\u3001\u7ea2\u7403\u53f7\u7801\u3001\u84dd\u7403\u53f7\u7801\u548c\u5f00\u5956\u65e5\u671f\uff0c\u5e76\u5c06\u8fd9\u4e9b\u6570\u636e\u63d2\u5165\u5230\u6570\u636e\u5e93\u4e2d\u3002<\/p>\n<\/p>\n<p><p><strong>\u56db\u3001\u5b9a\u671f\u66f4\u65b0\u6570\u636e<\/strong><\/p>\n<\/p>\n<p><p>\u4e3a\u4e86\u4fdd\u6301\u6570\u636e\u5e93\u4e2d\u7684\u6570\u636e\u662f\u6700\u65b0\u7684\uff0c\u6211\u4eec\u9700\u8981\u5b9a\u671f\u66f4\u65b0\u6570\u636e\u3002\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u4e24\u79cd\u65b9\u6cd5\uff1a<\/p>\n<\/p>\n<ol>\n<li><strong>\u5b9a\u65f6\u4efb\u52a1<\/strong>\uff1a\u4f7f\u7528\u64cd\u4f5c\u7cfb\u7edf\u7684\u4efb\u52a1\u8c03\u5ea6\u5668\uff08\u5982Windows\u7684Task Scheduler\u6216Linux\u7684crontab\uff09\u6765\u5b9a\u671f\u8fd0\u884c\u4e0a\u8ff0\u6293\u53d6\u548c\u63d2\u5165\u6570\u636e\u7684Python\u811a\u672c\u3002<\/li>\n<li><strong>Web\u722c\u866b\u6846\u67b6<\/strong>\uff1a\u4f7f\u7528\u5982Scrapy\u7b49Web\u722c\u866b\u6846\u67b6\uff0c\u53ef\u4ee5\u66f4\u7075\u6d3b\u5730\u6293\u53d6\u548c\u66f4\u65b0\u6570\u636e\u3002<\/li>\n<\/ol>\n<p><p><strong>\u5b9a\u65f6\u4efb\u52a1\u793a\u4f8b<\/strong><\/p>\n<\/p>\n<p><p>\u5728Linux\u7cfb\u7edf\u4e0a\uff0c\u53ef\u4ee5\u4f7f\u7528crontab\u6765\u8bbe\u7f6e\u5b9a\u65f6\u4efb\u52a1\u3002\u9996\u5148\uff0c\u6253\u5f00crontab\u7f16\u8f91\u5668\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-sh\">crontab -e<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u7136\u540e\uff0c\u6dfb\u52a0\u5982\u4e0b\u7684\u5b9a\u65f6\u4efb\u52a1\uff0c\u8bbe\u7f6e\u811a\u672c\u6bcf\u5929\u51cc\u66683\u70b9\u8fd0\u884c\u4e00\u6b21\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-sh\">0 3 * * * \/usr\/bin\/python3 \/path\/to\/your\/script.py<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4fdd\u5b58\u5e76\u9000\u51fa\u7f16\u8f91\u5668\u540e\uff0ccrontab\u4f1a\u6309\u7167\u8bbe\u7f6e\u7684\u65f6\u95f4\u8fd0\u884c\u811a\u672c\u3002<\/p>\n<\/p>\n<p><p><strong>\u4f7f\u7528Scrapy\u6846\u67b6<\/strong><\/p>\n<\/p>\n<p><p>Scrapy\u662f\u4e00\u4e2a\u5f3a\u5927\u7684Web\u722c\u866b\u6846\u67b6\uff0c\u53ef\u4ee5\u65b9\u4fbf\u5730\u6293\u53d6\u548c\u5904\u7406\u6570\u636e\u3002\u9996\u5148\uff0c\u5b89\u88c5Scrapy\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-sh\">pip install scrapy<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u7136\u540e\uff0c\u521b\u5efa\u4e00\u4e2aScrapy\u9879\u76ee\u5e76\u7f16\u5199\u722c\u866b\u4ee3\u7801\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-sh\">scrapy startproject ssq<\/p>\n<p>cd ssq<\/p>\n<p>scrapy genspider ssq_spider example.com<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u7f16\u8f91<code>ssq_spider.py<\/code>\u6587\u4ef6\uff0c\u7f16\u5199\u722c\u866b\u4ee3\u7801\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import scrapy<\/p>\n<p>from datetime import datetime<\/p>\n<p>import sqlite3<\/p>\n<p>class SsqSpider(scrapy.Spider):<\/p>\n<p>    name = &#39;ssq_spider&#39;<\/p>\n<p>    start_urls = [&#39;https:\/\/example.com\/ssq-data&#39;]  # \u66ff\u6362\u4e3a\u5b9e\u9645\u7684\u6570\u636e\u6e90URL<\/p>\n<p>    def parse(self, response):<\/p>\n<p>        conn = sqlite3.connect(&#39;ssq.db&#39;)<\/p>\n<p>        cursor = conn.cursor()<\/p>\n<p>        for row in response.xpath(&#39;\/\/tr&#39;)[1:]:  # \u5047\u8bbe\u6570\u636e\u5728\u8868\u683c\u4e2d\uff0c\u4ece\u7b2c\u4e8c\u884c\u5f00\u59cb<\/p>\n<p>            cells = row.xpath(&#39;td&#39;)<\/p>\n<p>            issue = cells[0].xpath(&#39;text()&#39;).get().strip()<\/p>\n<p>            red_numbers = [int(cells[i].xpath(&#39;text()&#39;).get().strip()) for i in range(1, 7)]<\/p>\n<p>            blue_number = int(cells[7].xpath(&#39;text()&#39;).get().strip())<\/p>\n<p>            draw_date = datetime.strptime(cells[8].xpath(&#39;text()&#39;).get().strip(), &#39;%Y-%m-%d&#39;)<\/p>\n<p>            cursor.execute(&#39;&#39;&#39;INSERT OR IGNORE INTO ssq (<\/p>\n<p>                issue, red1, red2, red3, red4, red5, red6, blue, draw_date<\/p>\n<p>            ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?)&#39;&#39;&#39;, (<\/p>\n<p>                issue, red_numbers[0], red_numbers[1], red_numbers[2],<\/p>\n<p>                red_numbers[3], red_numbers[4], red_numbers[5],<\/p>\n<p>                blue_number, draw_date<\/p>\n<p>            ))<\/p>\n<p>        conn.commit()<\/p>\n<p>        conn.close()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd0\u884c\u722c\u866b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-sh\">scrapy crawl ssq_spider<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u901a\u8fc7\u4ee5\u4e0a\u65b9\u6cd5\uff0c\u6211\u4eec\u53ef\u4ee5\u5b9a\u671f\u6293\u53d6\u548c\u66f4\u65b0\u53cc\u8272\u7403\u6570\u636e\uff0c\u4fdd\u6301\u6570\u636e\u5e93\u4e2d\u7684\u6570\u636e\u6700\u65b0\u3002<\/p>\n<\/p>\n<p><p><strong>\u4e94\u3001\u6570\u636e\u5206\u6790\u548c\u5c55\u793a<\/strong><\/p>\n<\/p>\n<p><p>\u6709\u4e86\u6700\u65b0\u7684\u53cc\u8272\u7403\u6570\u636e\uff0c\u6211\u4eec\u53ef\u4ee5\u8fdb\u884c\u5404\u79cd\u6570\u636e\u5206\u6790\u548c\u5c55\u793a\u3002\u4f8b\u5982\uff1a<\/p>\n<\/p>\n<ul>\n<li><strong>\u7edf\u8ba1\u7ea2\u7403\u548c\u84dd\u7403\u7684\u51fa\u73b0\u9891\u7387<\/strong>\u3002<\/li>\n<li><strong>\u9884\u6d4b\u672a\u6765\u5f00\u5956\u7684\u53f7\u7801<\/strong>\u3002<\/li>\n<li><strong>\u53ef\u89c6\u5316\u6570\u636e<\/strong>\uff0c\u4f8b\u5982\u7ed8\u5236\u7ea2\u7403\u548c\u84dd\u7403\u7684\u9891\u7387\u5206\u5e03\u56fe\u3002<\/li>\n<\/ul>\n<p><p>\u4e0b\u9762\u662f\u4e00\u4e2a\u7b80\u5355\u7684Python\u811a\u672c\uff0c\u7528\u4e8e\u7edf\u8ba1\u7ea2\u7403\u548c\u84dd\u7403\u7684\u51fa\u73b0\u9891\u7387\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import sqlite3<\/p>\n<p>from collections import Counter<\/p>\n<p>conn = sqlite3.connect(&#39;ssq.db&#39;)<\/p>\n<p>cursor = conn.cursor()<\/p>\n<h2><strong>\u83b7\u53d6\u6240\u6709\u7ea2\u7403\u548c\u84dd\u7403\u6570\u636e<\/strong><\/h2>\n<p>cursor.execute(&#39;SELECT red1, red2, red3, red4, red5, red6, blue FROM ssq&#39;)<\/p>\n<p>rows = cursor.fetchall()<\/p>\n<h2><strong>\u7edf\u8ba1\u7ea2\u7403\u548c\u84dd\u7403\u7684\u51fa\u73b0\u9891\u7387<\/strong><\/h2>\n<p>red_counter = Counter()<\/p>\n<p>blue_counter = Counter()<\/p>\n<p>for row in rows:<\/p>\n<p>    red_counter.update(row[:6])<\/p>\n<p>    blue_counter.update([row[6]])<\/p>\n<p>conn.close()<\/p>\n<h2><strong>\u8f93\u51fa\u7edf\u8ba1\u7ed3\u679c<\/strong><\/h2>\n<p>print(&quot;\u7ea2\u7403\u51fa\u73b0\u9891\u7387\uff1a&quot;)<\/p>\n<p>for number, count in red_counter.items():<\/p>\n<p>    print(f&quot;{number}: {count}\u6b21&quot;)<\/p>\n<p>print(&quot;\\n\u84dd\u7403\u51fa\u73b0\u9891\u7387\uff1a&quot;)<\/p>\n<p>for number, count in blue_counter.items():<\/p>\n<p>    print(f&quot;{number}: {count}\u6b21&quot;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u901a\u8fc7\u8fd0\u884c\u8fd9\u4e2a\u811a\u672c\uff0c\u6211\u4eec\u53ef\u4ee5\u5f97\u5230\u7ea2\u7403\u548c\u84dd\u7403\u7684\u51fa\u73b0\u9891\u7387\uff0c\u5e2e\u52a9\u6211\u4eec\u8fdb\u884c\u6570\u636e\u5206\u6790\u548c\u9884\u6d4b\u3002<\/p>\n<\/p>\n<p><p><strong>\u516d\u3001\u603b\u7ed3<\/strong><\/p>\n<\/p>\n<p><p>\u751f\u6210\u53cc\u8272\u7403\u6570\u636e\u5e93\u7684\u5173\u952e\u6b65\u9aa4\u5305\u62ec\u9009\u62e9\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\u3001\u5b9a\u4e49\u8868\u7ed3\u6784\u3001\u4f7f\u7528Python\u811a\u672c\u6293\u53d6\u548c\u63d2\u5165\u6570\u636e\u3001\u5b9a\u671f\u66f4\u65b0\u6570\u636e\u548c\u8fdb\u884c\u6570\u636e\u5206\u6790\u548c\u5c55\u793a\u3002\u901a\u8fc7\u4ee5\u4e0a\u6b65\u9aa4\uff0c\u6211\u4eec\u53ef\u4ee5\u8f7b\u677e\u5730\u521b\u5efa\u548c\u7ef4\u62a4\u4e00\u4e2a\u53cc\u8272\u7403\u6570\u636e\u5e93\uff0c\u4e3a\u8fdb\u4e00\u6b65\u7684\u6570\u636e\u5206\u6790\u548c\u7814\u7a76\u63d0\u4f9b\u57fa\u7840\u3002<\/p>\n<\/p>\n<p><p>SQLite\u662f\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u4e14\u6613\u4e8e\u4f7f\u7528\u7684\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\uff0c\u9002\u5408\u7528\u4e8e\u672c\u5730\u5b58\u50a8\u53cc\u8272\u7403\u6570\u636e\u3002Python\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u5e93\u548c\u5de5\u5177\uff0c\u5e2e\u52a9\u6211\u4eec\u9ad8\u6548\u5730\u6293\u53d6\u3001\u63d2\u5165\u548c\u5206\u6790\u6570\u636e\u3002\u901a\u8fc7\u5b9a\u65f6\u4efb\u52a1\u6216Web\u722c\u866b\u6846\u67b6\uff0c\u6211\u4eec\u53ef\u4ee5\u4fdd\u6301\u6570\u636e\u5e93\u4e2d\u7684\u6570\u636e\u662f\u6700\u65b0\u7684\u3002<\/p>\n<\/p>\n<p><p>\u5e0c\u671b\u672c\u6587\u5bf9\u60a8\u4e86\u89e3\u548c\u5b9e\u73b0\u53cc\u8272\u7403\u6570\u636e\u5e93\u6709\u6240\u5e2e\u52a9\u3002\u5982\u679c\u60a8\u6709\u4efb\u4f55\u95ee\u9898\u6216\u5efa\u8bae\uff0c\u6b22\u8fce\u5728\u8bc4\u8bba\u533a\u7559\u8a00\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u4f7f\u7528Python\u751f\u6210\u53cc\u8272\u7403\u7684\u5386\u53f2\u6570\u636e\uff1f<\/strong><br \/>\u5728Python\u4e2d\uff0c\u53ef\u4ee5\u901a\u8fc7\u8bfb\u53d6\u5df2\u6709\u7684\u53cc\u8272\u7403\u5386\u53f2\u6570\u636e\u6587\u4ef6\uff08\u5982CSV\u6216Excel\u6587\u4ef6\uff09\u6765\u751f\u6210\u6570\u636e\u5e93\u3002\u9996\u5148\uff0c\u4f7f\u7528Pandas\u5e93\u8bfb\u53d6\u6570\u636e\uff0c\u63a5\u7740\u53ef\u4ee5\u5bf9\u6570\u636e\u8fdb\u884c\u6e05\u6d17\u548c\u5904\u7406\uff0c\u6700\u540e\u5c06\u5904\u7406\u540e\u7684\u6570\u636e\u5b58\u50a8\u5230\u6570\u636e\u5e93\u4e2d\u3002\u4f60\u4e5f\u53ef\u4ee5\u5229\u7528API\u83b7\u53d6\u6700\u65b0\u7684\u53cc\u8272\u7403\u6570\u636e\uff0c\u5e76\u5c06\u5176\u63d2\u5165\u5230\u4f60\u7684\u6570\u636e\u5e93\u4e2d\u3002<\/p>\n<p><strong>\u751f\u6210\u53cc\u8272\u7403\u6570\u636e\u5e93\u65f6\u9700\u8981\u6ce8\u610f\u54ea\u4e9b\u6570\u636e\u7ed3\u6784\uff1f<\/strong><br \/>\u5728\u521b\u5efa\u53cc\u8272\u7403\u6570\u636e\u5e93\u65f6\uff0c\u5efa\u8bae\u4f7f\u7528\u8868\u683c\u7ed3\u6784\u6765\u5b58\u50a8\u6570\u636e\u3002\u6bcf\u6761\u8bb0\u5f55\u53ef\u4ee5\u5305\u542b\u4ee5\u4e0b\u5b57\u6bb5\uff1a\u671f\u53f7\u3001\u5f00\u5956\u65e5\u671f\u3001\u7ea2\u7403\u53f7\u7801\u3001\u84dd\u7403\u53f7\u7801\u3001\u5956\u91d1\u7b49\u3002\u5408\u7406\u7684\u7d22\u5f15\u53ef\u4ee5\u5e2e\u52a9\u5feb\u901f\u67e5\u8be2\u548c\u7b5b\u9009\u6570\u636e\uff0c\u540c\u65f6\u786e\u4fdd\u6570\u636e\u7684\u5b8c\u6574\u6027\u548c\u4e00\u81f4\u6027\u3002<\/p>\n<p><strong>\u5982\u4f55\u5728Python\u4e2d\u5b9e\u73b0\u53cc\u8272\u7403\u53f7\u7801\u7684\u968f\u673a\u751f\u6210\uff1f<\/strong><br \/>\u53ef\u4ee5\u4f7f\u7528Python\u7684random\u5e93\u6765\u5b9e\u73b0\u53cc\u8272\u7403\u53f7\u7801\u7684\u968f\u673a\u751f\u6210\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u7ea2\u7403\u9700\u8981\u4ece1\u523033\u4e2d\u968f\u673a\u9009\u62e96\u4e2a\u4e0d\u540c\u7684\u6570\u5b57\uff0c\u800c\u84dd\u7403\u5219\u4ece1\u523016\u4e2d\u968f\u673a\u9009\u62e91\u4e2a\u6570\u5b57\u3002\u901a\u8fc7\u4f7f\u7528set\u548crandom.sample\u51fd\u6570\uff0c\u53ef\u4ee5\u786e\u4fdd\u751f\u6210\u7684\u7ea2\u7403\u53f7\u7801\u4e0d\u4f1a\u91cd\u590d\u3002\u6b64\u5916\uff0c\u8fd8\u53ef\u4ee5\u7f16\u5199\u4e00\u4e2a\u51fd\u6570\u6765\u81ea\u52a8\u751f\u6210\u591a\u7ec4\u53cc\u8272\u7403\u53f7\u7801\uff0c\u65b9\u4fbf\u6a21\u62df\u9009\u53f7\u6216\u8fdb\u884c\u6570\u636e\u5206\u6790\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u5f00\u5934\u6bb5\u843d: \u4f7f\u7528SQLite\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\u3001\u5b9a\u4e49\u8868\u7ed3\u6784\u5b58\u50a8\u53cc\u8272\u7403\u6570\u636e\u3001\u4f7f\u7528Python\u811a\u672c\u6293\u53d6\u548c\u63d2\u5165\u53cc\u8272\u7403\u6570\u636e [&hellip;]","protected":false},"author":3,"featured_media":1112281,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1112268"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=1112268"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1112268\/revisions"}],"predecessor-version":[{"id":1112283,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1112268\/revisions\/1112283"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1112281"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1112268"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1112268"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1112268"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}