{"id":1027532,"date":"2024-12-31T10:51:41","date_gmt":"2024-12-31T02:51:41","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1027532.html"},"modified":"2024-12-31T10:51:44","modified_gmt":"2024-12-31T02:51:44","slug":"python%e5%a6%82%e4%bd%95%e5%ae%9e%e8%a1%8c%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1027532.html","title":{"rendered":"python\u5982\u4f55\u5b9e\u884c\u529e\u516c\u81ea\u52a8\u5316"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-docs.pingcode.com\/wp-content\/uploads\/2024\/12\/b7f635f7-64ca-4275-bb3d-ccaaa9445fc8.webp?x-oss-process=image\/auto-orient,1\/format,webp\" alt=\"python\u5982\u4f55\u5b9e\u884c\u529e\u516c\u81ea\u52a8\u5316\" \/><\/p>\n<p><p> <strong>Python\u53ef\u4ee5\u5b9e\u73b0\u529e\u516c\u81ea\u52a8\u5316\u7684\u65b9\u5f0f\u5305\u62ec\uff1a\u81ea\u52a8\u5316\u6570\u636e\u5904\u7406\u3001\u81ea\u52a8\u5316\u6587\u4ef6\u7ba1\u7406\u3001\u81ea\u52a8\u5316\u90ae\u4ef6\u5904\u7406\u3001\u81ea\u52a8\u5316\u7f51\u7edc\u722c\u866b\u7b49\u3002<\/strong> \u5176\u4e2d\uff0c\u81ea\u52a8\u5316\u6570\u636e\u5904\u7406\u662f\u6700\u5e38\u89c1\u548c\u6700\u6709\u7528\u7684\u4e00\u79cd\u65b9\u5f0f\u3002\u4f8b\u5982\uff0c\u901a\u8fc7Python\u7f16\u5199\u811a\u672c\uff0c\u53ef\u4ee5\u81ea\u52a8\u4ece\u7535\u5b50\u8868\u683c\u4e2d\u63d0\u53d6\u6570\u636e\uff0c\u8fdb\u884c\u6570\u636e\u6e05\u6d17\u548c\u5206\u6790\uff0c\u7136\u540e\u5c06\u7ed3\u679c\u751f\u6210\u65b0\u7684\u62a5\u544a\u3002\u8fd9\u4e0d\u4ec5\u63d0\u9ad8\u4e86\u5de5\u4f5c\u6548\u7387\uff0c\u8fd8\u51cf\u5c11\u4e86\u4eba\u4e3a\u9519\u8bef\u3002<\/p>\n<\/p>\n<p><p>\u4e00\u3001\u81ea\u52a8\u5316\u6570\u636e\u5904\u7406<\/p>\n<\/p>\n<p><p>\u81ea\u52a8\u5316\u6570\u636e\u5904\u7406\u662f\u6307\u5229\u7528Python\u811a\u672c\u81ea\u52a8\u5b8c\u6210\u6570\u636e\u7684\u6536\u96c6\u3001\u6e05\u6d17\u3001\u5206\u6790\u548c\u53ef\u89c6\u5316\u7b49\u4e00\u7cfb\u5217\u5de5\u4f5c\u3002Python\u7684pandas\u3001numpy\u7b49\u5e93\u4f7f\u5f97\u6570\u636e\u5904\u7406\u53d8\u5f97\u975e\u5e38\u7b80\u5355\u548c\u9ad8\u6548\u3002\u4f8b\u5982\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528pandas\u4eceExcel\u6587\u4ef6\u4e2d\u8bfb\u53d6\u6570\u636e\uff0c\u8fdb\u884c\u6570\u636e\u6e05\u6d17\u548c\u8f6c\u6362\uff0c\u7136\u540e\u4f7f\u7528matplotlib\u6216seaborn\u5e93\u751f\u6210\u56fe\u8868\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import pandas as pd<\/p>\n<p>import matplotlib.pyplot as plt<\/p>\n<h2><strong>\u8bfb\u53d6Excel\u6587\u4ef6<\/strong><\/h2>\n<p>df = pd.read_excel(&#39;data.xlsx&#39;)<\/p>\n<h2><strong>\u6570\u636e\u6e05\u6d17<\/strong><\/h2>\n<p>df.dropna(inplace=True)<\/p>\n<h2><strong>\u6570\u636e\u5206\u6790<\/strong><\/h2>\n<p>summary = df.describe()<\/p>\n<h2><strong>\u6570\u636e\u53ef\u89c6\u5316<\/strong><\/h2>\n<p>plt.figure(figsize=(10, 6))<\/p>\n<p>plt.plot(df[&#39;Date&#39;], df[&#39;Sales&#39;])<\/p>\n<p>plt.title(&#39;Sales Over Time&#39;)<\/p>\n<p>plt.xlabel(&#39;Date&#39;)<\/p>\n<p>plt.ylabel(&#39;Sales&#39;)<\/p>\n<p>plt.show()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e8c\u3001\u81ea\u52a8\u5316\u6587\u4ef6\u7ba1\u7406<\/p>\n<\/p>\n<p><p>\u81ea\u52a8\u5316\u6587\u4ef6\u7ba1\u7406\u662f\u6307\u4f7f\u7528Python\u811a\u672c\u81ea\u52a8\u5b8c\u6210\u6587\u4ef6\u7684\u521b\u5efa\u3001\u5220\u9664\u3001\u91cd\u547d\u540d\u3001\u79fb\u52a8\u7b49\u64cd\u4f5c\u3002os\u548cshutil\u5e93\u662f\u5b9e\u73b0\u8fd9\u4e00\u529f\u80fd\u7684\u4e3b\u8981\u5de5\u5177\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u7f16\u5199\u811a\u672c\u81ea\u52a8\u6574\u7406\u4e0b\u8f7d\u6587\u4ef6\u5939\u4e2d\u7684\u6587\u4ef6\uff0c\u5c06\u4e0d\u540c\u7c7b\u578b\u7684\u6587\u4ef6\u79fb\u52a8\u5230\u5bf9\u5e94\u7684\u6587\u4ef6\u5939\u4e2d\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import os<\/p>\n<p>import shutil<\/p>\n<h2><strong>\u5b9a\u4e49\u6587\u4ef6\u5939\u8def\u5f84<\/strong><\/h2>\n<p>download_folder = &#39;C:\/Users\/YourName\/Downloads&#39;<\/p>\n<p>image_folder = &#39;C:\/Users\/YourName\/Pictures&#39;<\/p>\n<p>doc_folder = &#39;C:\/Users\/YourName\/Documents&#39;<\/p>\n<h2><strong>\u83b7\u53d6\u6587\u4ef6\u5217\u8868<\/strong><\/h2>\n<p>files = os.listdir(download_folder)<\/p>\n<h2><strong>\u79fb\u52a8\u6587\u4ef6<\/strong><\/h2>\n<p>for file in files:<\/p>\n<p>    if file.endswith(&#39;.jpg&#39;) or file.endswith(&#39;.png&#39;):<\/p>\n<p>        shutil.move(os.path.join(download_folder, file), image_folder)<\/p>\n<p>    elif file.endswith(&#39;.docx&#39;) or file.endswith(&#39;.pdf&#39;):<\/p>\n<p>        shutil.move(os.path.join(download_folder, file), doc_folder)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e09\u3001\u81ea\u52a8\u5316\u90ae\u4ef6\u5904\u7406<\/p>\n<\/p>\n<p><p>\u81ea\u52a8\u5316\u90ae\u4ef6\u5904\u7406\u662f\u6307\u4f7f\u7528Python\u811a\u672c\u81ea\u52a8\u53d1\u9001\u3001\u63a5\u6536\u548c\u5904\u7406\u7535\u5b50\u90ae\u4ef6\u3002smtplib\u548cimaplib\u662f\u5b9e\u73b0\u8fd9\u4e00\u529f\u80fd\u7684\u4e3b\u8981\u5e93\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u7f16\u5199\u811a\u672c\u5b9a\u671f\u68c0\u67e5\u90ae\u7bb1\u4e2d\u7684\u65b0\u90ae\u4ef6\uff0c\u5e76\u6839\u636e\u90ae\u4ef6\u5185\u5bb9\u6267\u884c\u76f8\u5e94\u7684\u64cd\u4f5c\uff0c\u5982\u81ea\u52a8\u56de\u590d\u6216\u5c06\u90ae\u4ef6\u5185\u5bb9\u4fdd\u5b58\u5230\u6570\u636e\u5e93\u4e2d\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import smtplib<\/p>\n<p>import imaplib<\/p>\n<p>import em<a href=\"https:\/\/docs.pingcode.com\/blog\/59162.html\" target=\"_blank\">AI<\/a>l<\/p>\n<h2><strong>\u53d1\u9001\u90ae\u4ef6<\/strong><\/h2>\n<p>def send_email(subject, body, to_email):<\/p>\n<p>    from_email = &#39;your_email@example.com&#39;<\/p>\n<p>    password = &#39;your_password&#39;<\/p>\n<p>    msg = email.message.EmailMessage()<\/p>\n<p>    msg.set_content(body)<\/p>\n<p>    msg[&#39;Subject&#39;] = subject<\/p>\n<p>    msg[&#39;From&#39;] = from_email<\/p>\n<p>    msg[&#39;To&#39;] = to_email<\/p>\n<p>    with smtplib.SMTP_SSL(&#39;smtp.example.com&#39;, 465) as server:<\/p>\n<p>        server.login(from_email, password)<\/p>\n<p>        server.send_message(msg)<\/p>\n<h2><strong>\u63a5\u6536\u90ae\u4ef6<\/strong><\/h2>\n<p>def check_inbox():<\/p>\n<p>    email_user = &#39;your_email@example.com&#39;<\/p>\n<p>    email_pass = &#39;your_password&#39;<\/p>\n<p>    mail = imaplib.IMAP4_SSL(&#39;imap.example.com&#39;)<\/p>\n<p>    mail.login(email_user, email_pass)<\/p>\n<p>    mail.select(&#39;inbox&#39;)<\/p>\n<p>    status, data = mail.search(None, &#39;ALL&#39;)<\/p>\n<p>    mail_ids = data[0].split()<\/p>\n<p>    for mail_id in mail_ids:<\/p>\n<p>        status, msg_data = mail.fetch(mail_id, &#39;(RFC822)&#39;)<\/p>\n<p>        msg = email.message_from_bytes(msg_data[0][1])<\/p>\n<p>        print(&#39;From:&#39;, msg[&#39;From&#39;])<\/p>\n<p>        print(&#39;Subject:&#39;, msg[&#39;Subject&#39;])<\/p>\n<p>        print(&#39;Body:&#39;, msg.get_payload(decode=True).decode())<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u56db\u3001\u81ea\u52a8\u5316\u7f51\u7edc\u722c\u866b<\/p>\n<\/p>\n<p><p>\u81ea\u52a8\u5316\u7f51\u7edc\u722c\u866b\u662f\u6307\u4f7f\u7528Python\u811a\u672c\u81ea\u52a8\u6293\u53d6\u7f51\u9875\u6570\u636e\u3002BeautifulSoup\u548cScrapy\u662f\u5b9e\u73b0\u8fd9\u4e00\u529f\u80fd\u7684\u4e3b\u8981\u5e93\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u7f16\u5199\u811a\u672c\u5b9a\u671f\u6293\u53d6\u67d0\u4e2a\u7f51\u7ad9\u7684\u65b0\u95fb\u6587\u7ae0\uff0c\u5e76\u5c06\u6587\u7ae0\u5185\u5bb9\u4fdd\u5b58\u5230\u672c\u5730\u6587\u4ef6\u6216\u6570\u636e\u5e93\u4e2d\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import requests<\/p>\n<p>from bs4 import BeautifulSoup<\/p>\n<h2><strong>\u5b9a\u4e49\u76ee\u6807\u7f51\u7ad9<\/strong><\/h2>\n<p>url = &#39;https:\/\/example.com\/news&#39;<\/p>\n<h2><strong>\u53d1\u9001\u8bf7\u6c42<\/strong><\/h2>\n<p>response = requests.get(url)<\/p>\n<p>soup = BeautifulSoup(response.text, &#39;html.parser&#39;)<\/p>\n<h2><strong>\u89e3\u6790\u7f51\u9875\u5185\u5bb9<\/strong><\/h2>\n<p>articles = soup.find_all(&#39;article&#39;)<\/p>\n<p>for article in articles:<\/p>\n<p>    title = article.find(&#39;h2&#39;).get_text()<\/p>\n<p>    content = article.find(&#39;p&#39;).get_text()<\/p>\n<p>    # \u4fdd\u5b58\u6587\u7ae0\u5185\u5bb9<\/p>\n<p>    with open(f&#39;{title}.txt&#39;, &#39;w&#39;, encoding=&#39;utf-8&#39;) as file:<\/p>\n<p>        file.write(content)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e94\u3001\u81ea\u52a8\u5316\u62a5\u544a\u751f\u6210<\/p>\n<\/p>\n<p><p>\u81ea\u52a8\u5316\u62a5\u544a\u751f\u6210\u662f\u6307\u4f7f\u7528Python\u811a\u672c\u81ea\u52a8\u751f\u6210PDF\u6216Word\u683c\u5f0f\u7684\u62a5\u544a\u3002reportlab\u548cpython-docx\u662f\u5b9e\u73b0\u8fd9\u4e00\u529f\u80fd\u7684\u4e3b\u8981\u5e93\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u7f16\u5199\u811a\u672c\u4ece\u6570\u636e\u5e93\u4e2d\u63d0\u53d6\u6570\u636e\uff0c\u8fdb\u884c\u5206\u6790\u548c\u53ef\u89c6\u5316\uff0c\u7136\u540e\u5c06\u7ed3\u679c\u751f\u6210PDF\u62a5\u544a\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from reportlab.lib.pagesizes import letter<\/p>\n<p>from reportlab.pdfgen import canvas<\/p>\n<h2><strong>\u521b\u5efaPDF\u6587\u6863<\/strong><\/h2>\n<p>pdf_file = &#39;report.pdf&#39;<\/p>\n<p>pdf = canvas.Canvas(pdf_file, pagesize=letter)<\/p>\n<p>pdf.setTitle(&#39;Monthly Report&#39;)<\/p>\n<h2><strong>\u6dfb\u52a0\u5185\u5bb9<\/strong><\/h2>\n<p>pdf.drawString(100, 750, &#39;Monthly Sales Report&#39;)<\/p>\n<p>pdf.drawString(100, 730, &#39;Total Sales: $10000&#39;)<\/p>\n<h2><strong>\u4fdd\u5b58PDF\u6587\u6863<\/strong><\/h2>\n<p>pdf.save()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u516d\u3001\u81ea\u52a8\u5316\u529e\u516c\u6d41\u7a0b<\/p>\n<\/p>\n<p><p>\u81ea\u52a8\u5316\u529e\u516c\u6d41\u7a0b\u662f\u6307\u4f7f\u7528Python\u811a\u672c\u81ea\u52a8\u5316\u5b8c\u6210\u4e00\u7cfb\u5217\u529e\u516c\u4efb\u52a1\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u7f16\u5199\u811a\u672c\u81ea\u52a8\u4eceERP\u7cfb\u7edf\u4e2d\u63d0\u53d6\u6570\u636e\uff0c\u751f\u6210\u62a5\u544a\uff0c\u5e76\u901a\u8fc7\u90ae\u4ef6\u53d1\u9001\u7ed9\u76f8\u5173\u4eba\u5458\u3002\u8fd9\u53ef\u4ee5\u5927\u5927\u63d0\u9ad8\u529e\u516c\u6548\u7387\uff0c\u51cf\u5c11\u4eba\u4e3a\u9519\u8bef\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import pandas as pd<\/p>\n<p>import smtplib<\/p>\n<p>import email<\/p>\n<h2><strong>\u4eceERP\u7cfb\u7edf\u4e2d\u63d0\u53d6\u6570\u636e\uff08\u5047\u8bbe\u6570\u636e\u5df2\u4fdd\u5b58\u4e3aCSV\u6587\u4ef6\uff09<\/strong><\/h2>\n<p>df = pd.read_csv(&#39;erp_data.csv&#39;)<\/p>\n<h2><strong>\u751f\u6210\u62a5\u544a<\/strong><\/h2>\n<p>report = df.describe().to_string()<\/p>\n<h2><strong>\u53d1\u9001\u62a5\u544a\u90ae\u4ef6<\/strong><\/h2>\n<p>def send_email(subject, body, to_email):<\/p>\n<p>    from_email = &#39;your_email@example.com&#39;<\/p>\n<p>    password = &#39;your_password&#39;<\/p>\n<p>    msg = email.message.EmailMessage()<\/p>\n<p>    msg.set_content(body)<\/p>\n<p>    msg[&#39;Subject&#39;] = subject<\/p>\n<p>    msg[&#39;From&#39;] = from_email<\/p>\n<p>    msg[&#39;To&#39;] = to_email<\/p>\n<p>    with smtplib.SMTP_SSL(&#39;smtp.example.com&#39;, 465) as server:<\/p>\n<p>        server.login(from_email, password)<\/p>\n<p>        server.send_message(msg)<\/p>\n<p>send_email(&#39;Monthly Report&#39;, report, &#39;manager@example.com&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e03\u3001\u81ea\u52a8\u5316\u65e5\u7a0b\u7ba1\u7406<\/p>\n<\/p>\n<p><p>\u81ea\u52a8\u5316\u65e5\u7a0b\u7ba1\u7406\u662f\u6307\u4f7f\u7528Python\u811a\u672c\u81ea\u52a8\u7ba1\u7406\u65e5\u7a0b\u5b89\u6392\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u7f16\u5199\u811a\u672c\u81ea\u52a8\u4eceGoogle Calendar\u4e2d\u83b7\u53d6\u65e5\u7a0b\u4fe1\u606f\uff0c\u5e76\u6839\u636e\u65e5\u7a0b\u81ea\u52a8\u53d1\u9001\u63d0\u9192\u90ae\u4ef6\u6216\u751f\u6210\u63d0\u9192\u901a\u77e5\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from googleapiclient.discovery import build<\/p>\n<p>from google.oauth2.credentials import Credentials<\/p>\n<h2><strong>\u83b7\u53d6Google Calendar\u65e5\u7a0b\u4fe1\u606f<\/strong><\/h2>\n<p>def get_calendar_events():<\/p>\n<p>    creds = Credentials.from_authorized_user_file(&#39;credentials.json&#39;)<\/p>\n<p>    service = build(&#39;calendar&#39;, &#39;v3&#39;, credentials=creds)<\/p>\n<p>    events_result = service.events().list(calendarId=&#39;primary&#39;, maxResults=10, singleEvents=True, orderBy=&#39;startTime&#39;).execute()<\/p>\n<p>    events = events_result.get(&#39;items&#39;, [])<\/p>\n<p>    return events<\/p>\n<h2><strong>\u53d1\u9001\u63d0\u9192\u90ae\u4ef6<\/strong><\/h2>\n<p>def send_reminder_email(event):<\/p>\n<p>    from_email = &#39;your_email@example.com&#39;<\/p>\n<p>    password = &#39;your_password&#39;<\/p>\n<p>    subject = f&#39;Reminder: {event[&quot;summary&quot;]}&#39;<\/p>\n<p>    body = f&#39;Don\\&#39;t forget your event: {event[&quot;summary&quot;]} at {event[&quot;start&quot;][&quot;dateTime&quot;]}&#39;<\/p>\n<p>    to_email = &#39;your_email@example.com&#39;<\/p>\n<p>    msg = email.message.EmailMessage()<\/p>\n<p>    msg.set_content(body)<\/p>\n<p>    msg[&#39;Subject&#39;] = subject<\/p>\n<p>    msg[&#39;From&#39;] = from_email<\/p>\n<p>    msg[&#39;To&#39;] = to_email<\/p>\n<p>    with smtplib.SMTP_SSL(&#39;smtp.example.com&#39;, 465) as server:<\/p>\n<p>        server.login(from_email, password)<\/p>\n<p>        server.send_message(msg)<\/p>\n<p>events = get_calendar_events()<\/p>\n<p>for event in events:<\/p>\n<p>    send_reminder_email(event)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u603b\u4e4b\uff0cPython\u53ef\u4ee5\u901a\u8fc7\u7f16\u5199\u811a\u672c\u5b9e\u73b0\u5404\u79cd\u529e\u516c\u81ea\u52a8\u5316\u4efb\u52a1\uff0c\u4ece\u800c\u5927\u5927\u63d0\u9ad8\u529e\u516c\u6548\u7387\uff0c\u51cf\u5c11\u4eba\u4e3a\u9519\u8bef\u3002\u8fd9\u4e0d\u4ec5\u53ef\u4ee5\u8282\u7701\u65f6\u95f4\u548c\u7cbe\u529b\uff0c\u8fd8\u53ef\u4ee5\u4f7f\u529e\u516c\u6d41\u7a0b\u66f4\u52a0\u89c4\u8303\u548c\u9ad8\u6548\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u4f7f\u7528Python\u8fdb\u884c\u529e\u516c\u81ea\u52a8\u5316\uff1f<\/strong><br 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