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custom_date_extractor.py
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custom_date_extractor.py
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import re,json
from dateutil.parser import parse
#try except for different urllib under python3 and python2
try:
import urllib.request as urllib
except ImportError:
import urllib2 as urllib
try:
from bs4 import BeautifulSoup
except ImportError:
from BeautifulSoup import BeautifulSoup
def parseStrDate(dateString):
try:
dateTimeObj = parse(dateString)
return dateTimeObj
except:
return None
# Try to extract from the article URL - simple but might work as a fallback
def _extractFromURL(url):
#Regex by Newspaper3k - https://github.com/codelucas/newspaper/blob/master/newspaper/urls.py
m = re.search(r'([\./\-_]{0,1}(19|20)\d{2})[\./\-_]{0,1}(([0-3]{0,1}[0-9][\./\-_])|(\w{3,5}[\./\-_]))([0-3]{0,1}[0-9][\./\-]{0,1})?', url)
if m:
return parseStrDate(m.group(0))
return None
def _extractFromLDJson(parsedHTML):
jsonDate = None
try:
script = parsedHTML.find('script', type='application/ld+json')
if script is None:
return None
data = json.loads(script.text)
try:
jsonDate = parseStrDate(data['datePublished'])
except Exception as e:
pass
try:
jsonDate = parseStrDate(data['dateCreated'])
except Exception as e:
pass
except Exception as e:
return None
return jsonDate
def _extractFromMeta(parsedHTML):
metaDate = None
for meta in parsedHTML.findAll("meta"):
metaName = meta.get('name', '').lower()
itemProp = meta.get('itemprop', '').lower()
httpEquiv = meta.get('http-equiv', '').lower()
metaProperty = meta.get('property', '').lower()
#<meta name="pubdate" content="2015-11-26T07:11:02Z" >
if 'pubdate' == metaName:
metaDate = meta['content'].strip()
break
#<meta name='publishdate' content='201511261006'/>
if 'publishdate' == metaName:
metaDate = meta['content'].strip()
break
#<meta name="timestamp" data-type="date" content="2015-11-25 22:40:25" />
if 'timestamp' == metaName:
metaDate = meta['content'].strip()
break
#<meta name="DC.date.issued" content="2015-11-26">
if 'dc.date.issued' == metaName:
metaDate = meta['content'].strip()
break
#<meta property="article:published_time" content="2015-11-25" />
if 'article:published_time' == metaProperty:
metaDate = meta['content'].strip()
break
#<meta name="Date" content="2015-11-26" />
if 'date' == metaName:
metaDate = meta['content'].strip()
break
#<meta property="bt:pubDate" content="2015-11-26T00:10:33+00:00">
if 'bt:pubdate' == metaProperty:
metaDate = meta['content'].strip()
break
#<meta name="sailthru.date" content="2015-11-25T19:56:04+0000" />
if 'sailthru.date' == metaName:
metaDate = meta['content'].strip()
break
#<meta name="article.published" content="2015-11-26T11:53:00.000Z" />
if 'article.published' == metaName:
metaDate = meta['content'].strip()
break
#<meta name="published-date" content="2015-11-26T11:53:00.000Z" />
if 'published-date' == metaName:
metaDate = meta['content'].strip()
break
#<meta name="article.created" content="2015-11-26T11:53:00.000Z" />
if 'article.created' == metaName:
metaDate = meta['content'].strip()
break
#<meta name="article_date_original" content="Thursday, November 26, 2015, 6:42 AM" />
if 'article_date_original' == metaName:
metaDate = meta['content'].strip()
break
#<meta name="cXenseParse:recs:publishtime" content="2015-11-26T14:42Z"/>
if 'cxenseparse:recs:publishtime' == metaName:
metaDate = meta['content'].strip()
break
#<meta name="DATE_PUBLISHED" content="11/24/2015 01:05AM" />
if 'date_published' == metaName:
metaDate = meta['content'].strip()
break
#<meta itemprop="datePublished" content="2015-11-26T11:53:00.000Z" />
if 'datepublished' == itemProp:
metaDate = meta['content'].strip()
break
#<meta itemprop="datePublished" content="2015-11-26T11:53:00.000Z" />
if 'datecreated' == itemProp:
metaDate = meta['content'].strip()
break
#<meta property="og:image" content="http://www.dailytimes.com.pk/digital_images/400/2015-11-26/norway-return-number-of-asylum-seekers-to-pakistan-1448538771-7363.jpg"/>
if 'og:image' == metaProperty or "image" == itemProp:
url = meta['content'].strip()
possibleDate = _extractFromURL(url)
if possibleDate is not None:
return possibleDate
#<meta http-equiv="data" content="10:27:15 AM Thursday, November 26, 2015">
if 'date' == httpEquiv:
metaDate = meta['content'].strip()
break
if metaDate is not None:
return parseStrDate(metaDate)
return None
def _extractFromHTMLTag(parsedHTML):
#<time>
for time in parsedHTML.findAll("time"):
datetime = time.get('datetime', '')
if len(datetime) > 0:
return parseStrDate(datetime)
datetime = time.get('class', '')
if len(datetime) > 0 and datetime[0].lower() == "timestamp":
return parseStrDate(time.string)
tag = parsedHTML.find("span", {"itemprop": "datePublished"})
if tag is not None:
dateText = tag.get("content")
if dateText is None:
dateText = tag.text
if dateText is not None:
return parseStrDate(dateText)
#class=
for tag in parsedHTML.find_all(['span', 'p','div'], class_=re.compile("pubdate|timestamp|article_date|articledate|date",re.IGNORECASE)):
dateText = tag.string
if dateText is None:
dateText = tag.text
possibleDate = parseStrDate(dateText)
if possibleDate is not None:
return possibleDate
return None
def extractArticlePublishedDate(articleLink, html):
articleDate = None
try:
articleDate = _extractFromURL(articleLink)
parsedHTML = BeautifulSoup(html,"html.parser")
possibleDate = _extractFromLDJson(parsedHTML)
if possibleDate is None:
possibleDate = _extractFromMeta(parsedHTML)
if possibleDate is None:
possibleDate = _extractFromHTMLTag(parsedHTML)
articleDate = possibleDate
except Exception as e:
print("Exception in extractArticlePublishedDate for " + articleLink)
print(e.args)
return articleDate