def keywords_from_url():
"""
URL : /keywords_from_url
Extract keywords from the text content of a web page.
Method : POST
Form data :
- url : the url to analyze [string, required]
- hits : limit number of keywords returned [int, optional, 100 by default]
Return a JSON dictionary : {"keywords":[list of keywords]}
"""
# get POST data and load language resources
data = dict((key, request.form.get(key)) for key in request.form.keys())
if "url" not in data :
raise InvalidUsage('No url specified in POST data')
# crawl url, detect main language and get main text from url
url_data = url.crawl(data["url"])
if not url_data :
raise InvalidUsage('No content to analyze')
text_content = url.extract_content(url_data.text)
# analyze text and extract keywords
keywords = language.keyword_mining(text_content)
# limit the number of keywords
total = len(keywords)
hits = int(data.get("hits", 100))
keywords = [kw for kw, score in keywords.most_common(hits)]
return jsonify(keywords=keywords, total=total)
def index_job(link):
"""
Index a single page.
"""
print("index page : %s" % link)
# get final url after possible redictions
try:
link = url.crawl(link).url
except:
return 0
process = CrawlerProcess({
'USER_AGENT':
"Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/55.0.2883.75 Safari/537.36",
'DOWNLOAD_TIMEOUT': 100,
'REDIRECT_ENABLED': False,
'SPIDER_MIDDLEWARES': {
'scrapy.spidermiddlewares.httperror.HttpErrorMiddleware': True
}
})
process.crawl(crawler.SingleSpider,
start_urls=[
link,
],
es_client=client,
redis_conn=redis_conn)
process.start() # block until finished
def explore_job(link):
"""
Explore a website and index all urls (redis-rq process).
"""
print("explore website at : %s" % link)
# get final url after possible redictions
try:
link = url.crawl(link).url
except:
return 0
# create or update domain data
domain = url.domain(link)
res = client.index(index="web",
doc_type='domain',
id=domain,
body={
"homepage": link,
"domain": domain,
"last_crawl": datetime.now()
})
# start crawler
process = CrawlerProcess({
'USER_AGENT':
"Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/55.0.2883.75 Safari/537.36",
'DOWNLOAD_TIMEOUT': 100,
'DOWNLOAD_DELAY': 0.25,
'ROBOTSTXT_OBEY': True,
'HTTPCACHE_ENABLED': False,
'REDIRECT_ENABLED': False,
'SPIDER_MIDDLEWARES': {
'scrapy.downloadermiddlewares.robotstxt.RobotsTxtMiddleware': True,
'scrapy.spidermiddlewares.httperror.HttpErrorMiddleware': True,
'scrapy.downloadermiddlewares.httpcache.HttpCacheMiddleware': True,
'scrapy.extensions.closespider.CloseSpider': True
},
'CLOSESPIDER_PAGECOUNT': 500 #only for debug
})
process.crawl(crawler.Crawler,
allowed_domains=[urlparse(link).netloc],
start_urls=[
link,
],
es_client=client,
redis_conn=redis_conn)
process.start()
return 1
def index():
"""
URL : /index
Index a new URL in search engine.
Method : POST
Form data :
- url : the url to index [string, required]
Return a success message.
"""
# get POST data
data = dict((key, request.form.get(key)) for key in request.form.keys())
if "url" not in data:
raise InvalidUsage('No url specified in POST data')
# crawl url
url_data = url.crawl(data["url"])
if not url_data:
raise InvalidUsage("URL is invalid or has no text inside")
# get main language of page
lang = url.detect_language(url_data.text)
if lang not in languages:
raise InvalidUsage('Language not supported')
# extract title of url
title = url.extract_title(url_data.text)
# extract description of url
description = url.extract_description(url_data.text)
# extract main content of url
body = url.extract_content(url_data.text, languages.get(lang))
# index url and data
res = client.index(index="web-%s" % lang,
doc_type='page',
id=data["url"],
body={
"title": title,
"description": description,
"body": body,
"url": data["url"]
})
return "Success"
def reference_job(link, email) :
"""
Request the referencing of a website.
"""
print("referencing page %s with email %s"%(link,email))
# get final url after possible redictions
try :
link = url.crawl(link).url
except :
return 0
# create or update domain data
domain = url.domain(link)
res = client.index(index="web", doc_type='domain', id=domain, body={
"homepage":link,
"domain":domain,
"email":email
})
return 1
def explore_job(link):
"""
Explore a website and index all urls (redis-rq process).
"""
logging.info("explore website at : %s" % link)
try:
link = url.crawl(link).url
except:
return 0
def f(q):
try:
"""
__author__ : Bijin Benny
__email__ : [email protected]
__license__ : MIT
__version__ : 1.0
Modification : The original code used CrawlerProcess class from
scrapy library to crawl web pages. However, CrawlerProcess class could
not run parallely in Redis tasks threads. CrawlerProcess was replaced by
CrawlerRunner class that could run parallely in multiple Redis tasks
"""
runner = CrawlerRunner({
'USER_AGENT':
"Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 \
(KHTML, like Gecko) Chrome/55.0.2883.75 Safari/537.36",
'DOWNLOAD_TIMEOUT': 100,
'DOWNLOAD_DELAY': 0.25,
'ROBOTSTXT_OBEY': True,
'HTTPCACHE_ENABLED': False,
'REDIRECT_ENABLED': False,
'SPIDER_MIDDLEWARES': {
'scrapy.downloadermiddlewares.robotstxt.RobotsTxtMiddleware':
True,
'scrapy.spidermiddlewares.httperror.HttpErrorMiddleware':
True,
'scrapy.downloadermiddlewares.httpcache.HttpCacheMiddleware':
True,
'scrapy.extensions.closespider.CloseSpider': True
},
'CLOSESPIDER_PAGECOUNT': 500 #only for debug
})
runner.crawl(crawler.Crawler,
allowed_domains=[urlparse(link).netloc],
start_urls=[
link,
],
es_client=es,
redis_conn=redis_conn)
d = runner.join()
d.addBoth(lambda _: reactor.stop())
reactor.run()
q.put(None)
except Exception as e:
q.put(e)
q = Q()
p = Process(target=f, args=(q, ))
p.start()
result = q.get()
p.join()
if result is not None:
raise result
return 1