X-Git-Url: https://projects.mako.cc/source/harrypotter-wikipedia-cdsw/blobdiff_plain/99d8060001f49cb9a5bfb3834c7d6101500e9a86..3248892a26a9f80a1a8d6ef5da9ad89a26ca03df:/build_hpwp_dataset.py diff --git a/build_hpwp_dataset.py b/build_hpwp_dataset.py index 841a2b9..b421072 100644 --- a/build_hpwp_dataset.py +++ b/build_hpwp_dataset.py @@ -1,104 +1,126 @@ #!/usr/bin/env python # coding=utf-8 -import json +import encoding_fix import requests -import codecs - # get_article_revisions is a function that takes an article title in -# wikipedia and return a list of all the revisions and meatadata for +# wikipedia and return a list of all the revisions and metadata for # that article def get_article_revisions(title): revisions = [] - # create a base url for the api and then a normal url which is initially just a copy of it - wp_api_base = "http://en.wikipedia.org/w/api.php/?action=query&titles=%(article_title)s&prop=revisions&rvprop=flags|timestamp|user|size|ids&rvlimit=500&format=json" - wp_api_base = wp_api_base % {'article_title': title } - wp_api_url = wp_api_base - - # we'll repeat this forever (i.e., we'll only stop when we find the "break" command) + # create a base url for the api and then a normal url which is initially + # just a copy of it + # The following line is what the requests call is doing, basically. + # "http://en.wikipedia.org/w/api.php/?action=query&titles={0}&prop=revisions&rvprop=flags|timestamp|user|size|ids&rvlimit=500&format=json&continue=".format(title) + wp_api_url = "http://en.wikipedia.org/w/api.php/" + + parameters = {'action' : 'query', + 'titles' : title, + 'prop' : 'revisions', + 'rvprop' : 'flags|timestamp|user|size|ids', + 'rvlimit' : 500, + 'format' : 'json', + 'continue' : '' } + + # we'll repeat this forever (i.e., we'll only stop when we find + # the "break" command) while True: # the first line open the urls but also handles unicode urls - call = requests.get(wp_api_url) - api_answer = json.loads(call.content) + call = requests.get(wp_api_url, params=parameters) + api_answer = call.json() # get the list of pages from the json object pages = api_answer["query"]["pages"] - # for every pages (there should always be only one) get the revisions + # for every page, (there should always be only one) get its revisions: for page in pages.keys(): query_revisions = pages[page]["revisions"] - # for every revision, we do first do cleaning up + # for every revision, first we do some cleaning up for rev in query_revisions: - # lets continue/skip if the user is hidden - if rev.has_key("userhidden"): + #print(rev) + # let's continue/skip this revision if the user is hidden + if "userhidden" in rev: continue # 1: add a title field for the article because we're going to mix them together rev["title"] = title - # 2: lets "recode" anon so it's true or false instead of present/missing - if rev.has_key("anon"): + # 2: let's "recode" anon so it's true or false instead of present/missing + if "anon" in rev: rev["anon"] = True else: rev["anon"] = False - # 3: letst recode "minor" in the same way - if rev.has_key("minor"): + # 3: let's recode "minor" in the same way + if "minor" in rev: rev["minor"] = True else: rev["minor"] = False - # we're going to change the timestamp to make it work a little better in excel and similar + # we're going to change the timestamp to make it work a little better in excel/spreadsheets rev["timestamp"] = rev["timestamp"].replace("T", " ") rev["timestamp"] = rev["timestamp"].replace("Z", "") - # finally save the revisions we've seen to a varaible + # finally, save the revisions we've seen to a varaible revisions.append(rev) - # if there is a query-continue, it means there are more - if 'query-continue' in api_answer.keys(): - # we will grab the rvcontinue token, insert it, and head back to the start of the loop - rvcontinue = api_answer["query-continue"]["revisions"]["rvcontinue"] - wp_api_url = wp_api_base + "&rvcontinue=%(continue_from)s" % {'continue_from' : rvcontinue} + # 'continue' tells us there's more revisions to add + if 'continue' in api_answer: + # replace the 'continue' parameter with the contents of the + # api_answer dictionary. + parameters.update(api_answer['continue']) else: - # no continue means we're done break # return all the revisions for this page return(revisions) -category = "Harry_Potter" +category = "Harry Potter" # we'll use another api called catscan2 to grab a list of pages in # categories and subcategories. it works like all the other apis we've # studied! -url_catscan = 'http://tools.wmflabs.org/catscan2/catscan2.php?depth=10&categories=%(category)s&doit=1&format=json' -url_catscan = url_catscan % {'category' : category} -call = requests.get(url_catscan) -articles = json.loads(call.content) -articles = articles["*"][0]["a"]["*"] +# +# The following requests call basically does the same thing as this string: +# "http://tools.wmflabs.org/catscan2/catscan2.php?depth=10&categories={0}&doit=1&format=json".format(category) +url_catscan = "https://petscan.wmflabs.org/" + +parameters = {'depth' : 10, + 'categories' : category, + 'format' : 'json', + 'doit' : 1} -# open a filie to write all the output -output = codecs.open("hp_wiki.csv", "wb", "utf-8") -output.write(",".join(["title", "user", "timestamp", "size", "anon", "minor", "revid"]) + "\n") +# r = requests.get("http://tools.wmflabs.org/catscan2/catscan2.php?depth=10&categories=Harry Potter&doit=1&format=json" + +r = requests.get(url_catscan, params=parameters) +articles_json = r.json() +articles = articles_json["*"][0]["a"]["*"] + +# open a file to write all the output +output = open("hp_wiki.tsv", "w", encoding="utf-8") +output.write("\t".join(["title", "user", "timestamp", "size", "anon", "minor", "revid"]) + "\n") # for every article for article in articles: + # skip this until it's an article + if article["namespace"] != 0: + continue - # first grab tht title - title = article["a"]["title"] + # first grab the article's title + title = article["title"] + print(title) - # get the list of revisions from our function and then interating through it printinig it out + # get the list of revisions from our function and then iterate through it, + # printing it to our output file revisions = get_article_revisions(title) for rev in revisions: - output.write(",".join(['"' + rev["title"] + '"', '"' + rev["user"] + '"', + output.write("\t".join(['"' + rev["title"] + '"', '"' + rev["user"] + '"', rev["timestamp"], str(rev["size"]), str(rev["anon"]), str(rev["minor"]), str(rev["revid"])]) + "\n") # close the file, we're done here! output.close() - - +