Here is a scraper I created using Python on ScraperWiki:
import lxml.html
import re
import scraperwiki
pattern = re.compile(r'\s')
html = scraperwiki.scrape("http://www.shanghairanking.com/ARWU2012.html")
root = lxml.html.fromstring(html)
for tr in root.cssselect("#UniversityRanking tr:not(:first-child)"):
if len(tr.cssselect("td.ranking")) > 0 and len(tr.cssselect("td.rankingname")) > 0:
data = {
'arwu_rank' : str(re.sub(pattern, r'', tr.cssselect("td.ranking")[0].text_content())),
'university' : tr.cssselect("td.rankingname")[0].text_content().strip()
}
# DEBUG BEGIN
if not type(data["arwu_rank"]) is str:
print type(data["arwu_rank"])
print data["arwu_rank"]
print data["university"]
# DEBUG END
if "-" in data["arwu_rank"]:
arwu_rank_bounds = data["arwu_rank"].split("-")
data["arwu_rank"] = int( ( float(arwu_rank_bounds[0]) + float(arwu_rank_bounds[1]) ) * 0.5 )
if not type(data["arwu_rank"]) is int:
data["arwu_rank"] = int(data["arwu_rank"])
scraperwiki.sqlite.save(unique_keys=['university'], data=data)
It works perfectly except when scraping the final data row of the table (the "York University" line), at which point instead of lines 9 through 11 of the code causing the string "401-500" to be retrieved from the table and assigned to data["arwu_rank"]
, those lines somehow seem instead to be causing the int 450
to be assigned to data["arwu_rank"]
. You can see that I've added a few lines of "debugging" code to get a better understanding of what's going on, but also that that debugging code doesn't go very deep.
I have two questions:
450
, instead of the string "401-500", is being assigned to data["arwu_rank"]
for the "York University" line?EDIT 6 May 2013, 20:07h UTC
The following scraper completes without issue, but I'm still unsure why the first one failed on the "York University" line:
import lxml.html
import re
import scraperwiki
pattern = re.compile(r'\s')
html = scraperwiki.scrape("http://www.shanghairanking.com/ARWU2012.html")
root = lxml.html.fromstring(html)
for tr in root.cssselect("#UniversityRanking tr:not(:first-child)"):
if len(tr.cssselect("td.ranking")) > 0 and len(tr.cssselect("td.rankingname")) > 0:
data = {
'arwu_rank' : str(re.sub(pattern, r'', tr.cssselect("td.ranking")[0].text_content())),
'university' : tr.cssselect("td.rankingname")[0].text_content().strip()
}
# DEBUG BEGIN
if not type(data["arwu_rank"]) is str:
print type(data["arwu_rank"])
print data["arwu_rank"]
print data["university"]
# DEBUG END
if "-" in data["arwu_rank"]:
arwu_rank_bounds = data["arwu_rank"].split("-")
data["arwu_rank"] = int( ( float(arwu_rank_bounds[0]) + float(arwu_rank_bounds[1]) ) * 0.5 )
if not type(data["arwu_rank"]) is int:
data["arwu_rank"] = int(data["arwu_rank"])
scraperwiki.sqlite.save(unique_keys=['university'], data=data)
There's no easy way to debug your scripts on ScraperWiki, unfortunately it just sends your code in its entirety and gets the results back, there's no way to execute the code interactively.
I added a couple more prints to a copy of your code, and it looks like the if check before the bit that assigns data
if len(tr.cssselect("td.ranking")) > 0 and len(tr.cssselect("td.rankingname")) > 0:
doesn't trigger for "York University" so it will be keeping the int value (you set it later on) from the previous time around the loop.