def translate_page(request: HttpRequest):
"""
翻译页面，可以使用url或file_id参数
:param request:
:return:
"""
url = request.GET.get('url')
file_id = request.GET.get('file_id')
if url: # 如果提供了url
if 'http' not in url:
url = 'http://' + url
try:
# 获取网页
f = urllib.request.urlopen(url)
text = f.read().decode()
article = Document(text)
article.content()
# 抽取文本
html = article.get_clean_html()
# 计算hash
m = hashlib.md5()
m.update(html.encode('utf-8'))
hashed = m.hexdigest()
try: # 如果该用户相同的文本已经存在，读取并返回
p = UserPreference.objects.get(hashed=hashed,
user=request.user)
except UserPreference.DoesNotExist:
p = UserPreference(user=request.user,
original=text,
trans=text,
hashed=hashed)
p.save()
text = base64.b64encode(p.trans.encode('utf-8')).decode()
return render(request,
'translate.html',
context={
'text': text,
'hashed': hashed,
'inc': p.inc
})
except Exception:
return redirect('/translate_index?message=' + _("Cannot open url"))
elif file_id:
try:
p = UserPreference.objects.get(pk=file_id)
text = base64.b64encode(p.trans.encode('utf-8')).decode()
return render(request,
'translate.html',
context={
'text': text,
'hashed': p.hashed,
'inc': p.inc
})
except UserPreference.DoesNotExist:
pass
return redirect('/')
def clean(content):
content = content.decode("utf-8")
try:
# Use Python Readability to clean up the HTML
doc = Document(content)
article = doc.get_clean_html()
except: # noqa
print("Error cleaning up the html.")
sys.exit(1)
# LXML parsing is used to get title and meta head info from HTML
html_doc = html.fromstring(content,
parser=html.HTMLParser(encoding="utf-8"))
head_doc = html_doc.find('head')
reconstructed_body = "<html><body>" + article + "</body></html>"
# Get title so it can be added as an H1 tag, but remove it from
# the html itself - so that Pandoc doesn't use it
title = html_doc.find('.//title')
title.getparent().remove(title)
title = title.text_content()
# Add in the title
if "<body><h1>" not in reconstructed_body:
reconstructed_body = reconstructed_body.replace(
"<body>", "<body><h1>" + title[:title.rfind('-')] + "</h1>")
# Remove stuff that readability didn't remove
body_doc = html.fromstring(reconstructed_body).find('body')
bad_tags = (body_doc.xpath("//button") + body_doc.xpath("//nav") +
body_doc.xpath("//footer") +
body_doc.xpath("//div[@id='page']") +
body_doc.xpath("//form[@id='interview_experience_form']") +
body_doc.xpath("//div[@id='author']") +
body_doc.xpath("//div[@id='share-buttons']") +
body_doc.xpath("//div[@id='ide_link']") +
body_doc.xpath("//div[@id='disqus_thread']") +
body_doc.xpath("//div[@id='secondary']") +
body_doc.xpath("//div[@id='personalNoteDiv']") +
body_doc.xpath("//div[@id='practiceLinkDiv']") +
body_doc.xpath("//div[@class='leftSideBarParent']") +
body_doc.xpath("//div[@class='author_info_box']") +
body_doc.xpath("//div[@class='plugins']") +
body_doc.xpath("//div[@class='no-p-tag']") +
body_doc.xpath("//div[@class='comments-main']") +
body_doc.xpath("//ins[@class='adsbygoogle']") +
body_doc.xpath("//h1[@class='entry-title']") +
body_doc.xpath("//hr") + body_doc.xpath("//h3") +
body_doc.xpath("//h2"))
for tag in bad_tags:
tag.getparent().remove(tag)
# Remove tags that start with some text - along with their parent
bad_tags = (body_doc.xpath('//h1[starts-with(text(),"Recommended")]'))
for tag in bad_tags:
parent = tag.getparent()
parent.getparent().remove(parent)
# Convert all H1 language tags to p tags
for lang_h1 in body_doc.xpath("//h1[@class='tabtitle']"):
lang_p = '<p><strong>%s</strong></p>' % lang_h1.text_content()
lang_h1.addnext(lxml.etree.XML(lang_p))
lang_h1.getparent().remove(lang_h1)
# Not too sure if this is needed - but at this point
# I don't want to remove any code that works
for pre_tag in body_doc.xpath("//pre"):
if 'class' in pre_tag.attrib:
pre_tag.attrib.pop('class')
if 'title' in pre_tag.attrib:
pre_tag.attrib.pop('title')
try:
# Add Source link to doc - this may fail for various reasons
src_url = head_doc.cssselect('meta[property="og:url"]')[0].get(
'content') # noqa
src_link = "<p><a href='" + src_url + "' rel='tag'>" + src_url + "</a></p>" # noqa
post_content_doc = body_doc.xpath("//div[@class='entry-content']")[0]
post_content_doc.append(lxml.etree.XML("<h3>Source</h3>"))
post_content_doc.append(lxml.etree.XML(src_link))
except: # noqa
pass
# Code in the HTML is in the form of a table
# We convert the table into a single pre / code tag
for code_tag in body_doc.xpath('//div[starts-with(@id,"highlighter")]'):
code = str(code_tag.text_content()).replace("\n\n", "")
code = html_escape(code)
code = "<pre> <code>" + code + "</code> </pre>"
code_tag.addnext(lxml.etree.XML(code))
code_tag.getparent().remove(code_tag)
result = html.tostring(body_doc).decode("utf-8")
return result
import requests from readability import Document from summarizer import Summarizer from summarizer.coreference_handler import CoreferenceHandler handler = CoreferenceHandler(greedyness=.4) SAMPLE_URL = 'https://www.nytimes.com/2020/07/14/opinion/coronavirus-shutdown.html' r = requests.get(SAMPLE_URL) doc = Document(r.text) print(doc.title()) body = doc.get_clean_html() #print(body) #model = Summarizer(sentence_handler=handler) model = Summarizer() print(model(body))