# \u6570\u636e\u9a8c\u8bc1<\/p>\ntotal_income = merged_data['total_income'].sum()<\/p>\n
total_expense = merged_data['total_expense'].sum()<\/p>\n
total_tax = merged_data['total_tax'].sum()<\/p>\n
assert total_income > 0, "Total income must be greater than 0"<\/p>\n
assert total_expense > 0, "Total expense must be greater than 0"<\/p>\n
assert total_tax == total_income * 0.1, "Total tax does not match the calculated value"<\/p>\n
<\/code><\/pre>\n<\/p>\n
2. \u6570\u636e\u5904\u7406<\/h4>\n<\/p>\n
\u6839\u636e\u9a8c\u8bc1\u7ed3\u679c\uff0c\u5bf9\u6570\u636e\u8fdb\u884c\u5904\u7406\u548c\u4fee\u6b63\uff0c\u786e\u4fdd\u6570\u636e\u7684\u5408\u6cd5\u6027\u3002\u4f8b\u5982\uff0c\u5982\u679c\u53d1\u73b0\u9519\u8bef\u6570\u636e\uff0c\u53ef\u4ee5\u901a\u8fc7\u4eba\u5de5\u6216\u7f16\u5199\u4fee\u6b63\u811a\u672c\u8fdb\u884c\u4fee\u6b63\u3002<\/p>\n<\/p>\n
# \u6570\u636e\u5904\u7406<\/p>\nif total_tax != total_income * 0.1:<\/p>\n
total_tax = total_income * 0.1<\/p>\n
merged_data['total_tax'] = total_tax<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u56db\u3001\u81ea\u52a8\u5316\u7533\u62a5\u63d0\u4ea4<\/h3>\n<\/p>\n
\u81ea\u52a8\u5316\u7533\u62a5\u63d0\u4ea4\u662f\u5229\u7528Python\u811a\u672c\u5c06\u586b\u5199\u597d\u7684\u7a0e\u52a1\u7533\u62a5\u8868\u5355\u81ea\u52a8\u63d0\u4ea4\u5230\u7a0e\u52a1\u5c40\u7684\u8fc7\u7a0b\u3002\u901a\u5e38\u901a\u8fc7\u6a21\u62df\u6d4f\u89c8\u5668\u64cd\u4f5c\u6216\u8c03\u7528\u7a0e\u52a1\u5c40\u63d0\u4f9b\u7684API\u63a5\u53e3\u8fdb\u884c\u63d0\u4ea4\u3002<\/p>\n<\/p>\n
1. \u6a21\u62df\u6d4f\u89c8\u5668\u64cd\u4f5c<\/h4>\n<\/p>\n
\u901a\u8fc7Selenium\u5e93\uff0c\u6a21\u62df\u6d4f\u89c8\u5668\u64cd\u4f5c\u81ea\u52a8\u63d0\u4ea4\u7533\u62a5\u8868\u5355\u3002<\/p>\n<\/p>\n
from selenium import webdriver<\/p>\n\u521d\u59cb\u5316\u6d4f\u89c8\u5668<\/strong><\/h2>\ndriver = webdriver.Chrome()<\/p>\n
\u6253\u5f00\u7a0e\u52a1\u5c40\u7533\u62a5\u9875\u9762<\/strong><\/h2>\ndriver.get('https:\/\/tax-website.gov')<\/p>\n
\u767b\u5f55\u7a0e\u52a1\u5c40\u7cfb\u7edf<\/strong><\/h2>\ndriver.find_element_by_id('username').send_keys('your_username')<\/p>\n
driver.find_element_by_id('password').send_keys('your_password')<\/p>\n
driver.find_element_by_id('login').click()<\/p>\n
\u4e0a\u4f20\u586b\u5199\u597d\u7684\u8868\u5355<\/strong><\/h2>\nupload_element = driver.find_element_by_id('upload_form')<\/p>\n
upload_element.send_keys('filled_tax_form.xlsx')<\/p>\n
\u63d0\u4ea4\u8868\u5355<\/strong><\/h2>\ndriver.find_element_by_id('submit').click()<\/p>\n
\u5173\u95ed\u6d4f\u89c8\u5668<\/strong><\/h2>\ndriver.quit()<\/p>\n
<\/code><\/pre>\n<\/p>\n
2. \u8c03\u7528API\u63a5\u53e3<\/h4>\n<\/p>\n
\u5982\u679c\u7a0e\u52a1\u5c40\u63d0\u4f9bAPI\u63a5\u53e3\uff0c\u53ef\u4ee5\u76f4\u63a5\u8c03\u7528\u63a5\u53e3\u63d0\u4ea4\u7533\u62a5\u8868\u5355\u3002<\/p>\n<\/p>\n
import requests<\/p>\n\u5b9a\u4e49API\u63a5\u53e3URL\u548c\u53c2\u6570<\/strong><\/h2>\napi_url = 'https:\/\/tax-website.gov\/api\/submit'<\/p>\n
api_params = {<\/p>\n
'username': 'your_username',<\/p>\n
'password': 'your_password',<\/p>\n
'form_data': open('filled_tax_form.xlsx', 'rb')<\/p>\n
}<\/p>\n
\u8c03\u7528API\u63a5\u53e3\u63d0\u4ea4\u8868\u5355<\/strong><\/h2>\nresponse = requests.post(api_url, files=api_params)<\/p>\n
\u68c0\u67e5\u63d0\u4ea4\u7ed3\u679c<\/strong><\/h2>\nif response.status_code == 200:<\/p>\n
print("Form submitted successfully")<\/p>\n
else:<\/p>\n
print("Form submission failed")<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e94\u3001\u5b9a\u65f6\u4efb\u52a1\u53ca\u901a\u77e5\u7ba1\u7406<\/h3>\n<\/p>\n
\u4e3a\u4e86\u786e\u4fdd\u81ea\u52a8\u7533\u62a5\u7eb3\u7a0e\u7684\u53ca\u65f6\u6027\u548c\u53ef\u9760\u6027\uff0c\u53ef\u4ee5\u8bbe\u7f6e\u5b9a\u65f6\u4efb\u52a1\u548c\u901a\u77e5\u7ba1\u7406\u3002<\/p>\n<\/p>\n
1. \u5b9a\u65f6\u4efb\u52a1<\/h4>\n<\/p>\n
\u901a\u8fc7\u5b9a\u65f6\u4efb\u52a1\u81ea\u52a8\u6267\u884c\u7533\u62a5\u811a\u672c\uff0c\u53ef\u4ee5\u4f7f\u7528\u64cd\u4f5c\u7cfb\u7edf\u81ea\u5e26\u7684\u5b9a\u65f6\u4efb\u52a1\u5de5\u5177\uff08\u5982Windows\u7684\u4efb\u52a1\u8ba1\u5212\u7a0b\u5e8f\u6216Linux\u7684crontab\uff09\uff0c\u4e5f\u53ef\u4ee5\u4f7f\u7528Python\u4e2d\u7684\u8c03\u5ea6\u5e93\uff08\u5982schedule\uff09\u3002<\/p>\n<\/p>\n
import schedule<\/p>\nimport time<\/p>\n
def job():<\/p>\n
# \u7533\u62a5\u7eb3\u7a0e\u811a\u672c<\/p>\n
# ...<\/p>\n
print("Tax form submitted")<\/p>\n
\u8bbe\u7f6e\u5b9a\u65f6\u4efb\u52a1<\/strong><\/h2>\nschedule.every().month.at("09:00").do(job)<\/p>\n
while True:<\/p>\n
schedule.run_pending()<\/p>\n
time.sleep(1)<\/p>\n
<\/code><\/pre>\n<\/p>\n
2. \u901a\u77e5\u7ba1\u7406<\/h4>\n<\/p>\n
\u901a\u8fc7\u90ae\u4ef6\u6216\u77ed\u4fe1\u901a\u77e5\u7533\u62a5\u7ed3\u679c\uff0c\u786e\u4fdd\u7533\u62a5\u7684\u53ca\u65f6\u6027\u548c\u51c6\u786e\u6027\u3002<\/p>\n<\/p>\n
import smtplib<\/p>\nfrom email.mime.text import MIMEText<\/p>\n
def send_email(subject, body):<\/p>\n
msg = MIMEText(body)<\/p>\n
msg['Subject'] = subject<\/p>\n
msg['From'] = 'your_email@example.com'<\/p>\n
msg['To'] = 'recipient@example.com'<\/p>\n
with smtplib.SMTP('smtp.example.com', 587) as server:<\/p>\n
server.login('your_email@example.com', 'your_password')<\/p>\n
server.sendmail('your_email@example.com', ['recipient@example.com'], msg.as_string())<\/p>\n
\u793a\u4f8b\uff1a\u7533\u62a5\u6210\u529f\u540e\u53d1\u9001\u901a\u77e5\u90ae\u4ef6<\/strong><\/h2>\nsend_email("Tax Form Submission", "Your tax form has been submitted successfully")<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u901a\u8fc7\u4e0a\u8ff0\u6b65\u9aa4\uff0c\u53ef\u4ee5\u5229\u7528Python\u5b9e\u73b0\u81ea\u52a8\u7533\u62a5\u7eb3\u7a0e\uff0c\u63d0\u5347\u5de5\u4f5c\u6548\u7387\uff0c\u51cf\u5c11\u4eba\u5de5\u64cd\u4f5c\u7684\u9519\u8bef\u7387\u3002<\/p>\n<\/p>\n
\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n \u5982\u4f55\u4f7f\u7528Python\u83b7\u53d6\u7eb3\u7a0e\u7533\u62a5\u6240\u9700\u7684\u6570\u636e\uff1f<\/strong>
\u8981\u81ea\u52a8\u7533\u62a5\u7eb3\u7a0e\uff0c\u9996\u5148\u9700\u8981\u6536\u96c6\u76f8\u5173\u7684\u6570\u636e\u3002\u53ef\u4ee5\u5229\u7528Python\u7684pandas\u5e93\u6765\u5904\u7406Excel\u6216CSV\u683c\u5f0f\u7684\u8d22\u52a1\u6570\u636e\uff0c\u4f7f\u7528requests\u5e93\u4ece\u76f8\u5173\u7f51\u7ad9\u83b7\u53d6\u5b9e\u65f6\u7a0e\u7387\u53ca\u653f\u7b56\u4fe1\u606f\u3002\u6b64\u5916\uff0c\u7ed3\u5408API\u63a5\u53e3\u53ef\u4ee5\u9ad8\u6548\u5730\u83b7\u53d6\u94f6\u884c\u4ea4\u6613\u8bb0\u5f55\u53ca\u5176\u4ed6\u5fc5\u8981\u7684\u8d22\u52a1\u6570\u636e\uff0c\u786e\u4fdd\u7533\u62a5\u4fe1\u606f\u7684\u51c6\u786e\u6027\u3002<\/p>\n\u5728Python\u4e2d\u5982\u4f55\u5b9e\u73b0\u81ea\u52a8\u8ba1\u7b97\u7a0e\u989d\uff1f<\/strong>
\u53ef\u4ee5\u901a\u8fc7\u7f16\u5199Python\u51fd\u6570\u6765\u81ea\u52a8\u8ba1\u7b97\u7a0e\u989d\u3002\u6839\u636e\u4e0d\u540c\u7684\u7a0e\u79cd\u548c\u7a0e\u7387\uff0c\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a\u5305\u542b\u7a0e\u7387\u7684\u5b57\u5178\uff0c\u5229\u7528\u8f93\u5165\u7684\u8d22\u52a1\u6570\u636e\u8fdb\u884c\u8ba1\u7b97\u3002\u9488\u5bf9\u590d\u6742\u7684\u7a0e\u52a1\u89c4\u5219\uff0c\u53ef\u4ee5\u901a\u8fc7\u7f16\u5199\u6a21\u5757\u5316\u4ee3\u7801\u6765\u5904\u7406\u4e0d\u540c\u7684\u7a0e\u79cd\u548c\u7279\u6b8a\u60c5\u51b5\uff0c\u786e\u4fdd\u8ba1\u7b97\u7684\u7075\u6d3b\u6027\u548c\u51c6\u786e\u6027\u3002<\/p>\n\u5982\u4f55\u5c06Python\u4e0e\u7535\u5b50\u7a0e\u52a1\u7cfb\u7edf\u5bf9\u63a5\u4ee5\u5b8c\u6210\u7533\u62a5\uff1f<\/strong>
\u5bf9\u63a5\u7535\u5b50\u7a0e\u52a1\u7cfb\u7edf\u901a\u5e38\u9700\u8981\u4f7f\u7528API\u6216\u722c\u866b\u6280\u672f\u3002\u53ef\u4ee5\u4f7f\u7528Python\u7684requests\u5e93\u53d1\u9001POST\u8bf7\u6c42\uff0c\u5c06\u8ba1\u7b97\u5f97\u51fa\u7684\u7eb3\u7a0e\u4fe1\u606f\u4ee5JSON\u683c\u5f0f\u63d0\u4ea4\u5230\u7a0e\u52a1\u5c40\u7684\u63a5\u53e3\u3002\u6b64\u5916\uff0c\u786e\u4fdd\u9075\u5faa\u76f8\u5173\u7684\u5b89\u5168\u63aa\u65bd\uff0c\u6bd4\u5982\u4f7f\u7528SSL\u52a0\u5bc6\u548c\u8eab\u4efd\u9a8c\u8bc1\uff0c\u786e\u4fdd\u6570\u636e\u4f20\u8f93\u7684\u5b89\u5168\u6027\u4e0e\u5408\u89c4\u6027\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u5229\u7528Python\u81ea\u52a8\u7533\u62a5\u7eb3\u7a0e\u7684\u6b65\u9aa4\u5305\u62ec\uff1a\u6570\u636e\u6536\u96c6\u4e0e\u6574\u7406\u3001\u81ea\u52a8\u5316\u8868\u5355\u586b\u5199\u3001\u6570\u636e\u9a8c\u8bc1\u4e0e\u5904\u7406\u3001\u81ea\u52a8\u5316\u7533\u62a5\u63d0\u4ea4\u3001\u5b9a\u65f6\u4efb […]","protected":false},"author":3,"featured_media":1183374,"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\/1183366"}],"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=1183366"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1183366\/revisions"}],"predecessor-version":[{"id":1183376,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1183366\/revisions\/1183376"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1183374"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1183366"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1183366"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1183366"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
![\"\u5982\u4f55\u5229\u7528python\u81ea\u52a8\u7533\u62a5\u7eb3\u7a0e\"](\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25133132\/b1b4e2a7-039f-455e-82c1-6eda9877202a.webp\")
<\/p>\n