def main():
import optparse
p = optparse.OptionParser(
usage="usage: %prog [options] input_file gender_file output_file")
p.add_option('-v',
action="store_true",
dest="verbose",
default=False,
help="Verbose output (like timings)")
p.add_option('-e',
'--min-edits',
default=0,
dest="min_edits",
metavar="MIN_EDITS",
type=int,
help="pages with less than MIN_EIDTS edits "
"are skipped (default: %(default)s)")
opts, files = p.parse_args()
if len(files) != 3:
p.error("Wrong parameters")
if opts.verbose:
logging.basicConfig(stream=sys.stderr,
level=logging.DEBUG,
format='%(asctime)s %(levelname)s %(message)s',
datefmt='%Y-%m-%d %H:%M:%S')
xml = files[0]
gender_data = files[1]
output = files[2]
dumps_checker(xml)
lang, _, _ = explode_dump_filename(xml)
deflate, _lineno = lib.find_open_for_this_file(xml)
if _lineno:
src = deflate(xml, 51)
else:
src = deflate(xml)
translation = get_translations(src)
tag = get_tags(src,
tags="page,redirect,timestamp,ip,"
"contributor,title,username")
src.close()
src = deflate(xml)
out = open(output, "w")
processor = GenderPageProcessor(tag=tag,
lang=lang,
output=out,
userns=translation['User'],
gender_data=gender_data,
min_edits=opts.min_edits)
with Timr('Processing'):
processor.start(src) # PROCESSING
processor.flush()
out.close()
def setUp(self):
xml = "tests/utpedits2graph/" + \
"vecwiki-20100307-stub-meta-history-TEST.xml.bz2"
self.lang, self.date_, self.type_ = mwlib.explode_dump_filename(xml)
deflate, _lineno = find_open_for_this_file(xml)
welcome = defaultdict(str)
welcome.update({'it': r'Benvenut', 'en': r'Welcome'})
if _lineno:
src = deflate(xml, 51) # Read first 51 lines to extract namespaces
else:
src = deflate(xml)
tag = mwlib.get_tags(src,
tags='page,title,revision,timestamp,contributor,'
'username,ip,comment,id')
translations = mwlib.get_translations(src)
try:
lang_user = unicode(translations['User'])
lang_user_talk = unicode(translations['User talk'])
except UnicodeDecodeError:
lang_user = smart_str(translations['User'])
lang_user_talk = smart_str(translations['User talk'])
src.close()
src = deflate(xml)
self.processor = HistoryPageProcessor(tag=tag,
user_talk_names=(lang_user_talk,
u"User talk"))
self.processor.welcome_pattern = welcome[self.lang]
self.processor.start(src)
self.g = self.processor.get_network()
def main():
import optparse
p = optparse.OptionParser(
usage="usage: %prog [options] input_file desired_list output_file")
p.add_option('-t', '--type', action="store", dest="type", default="all",
help="Type of page to analize (content|talk|all)")
p.add_option('-e', '--encoding', action="store", dest="encoding",
default="latin-1", help="encoding of the desired_list file")
p.add_option('-v', action="store_true", dest="verbose", default=False,
help="Verbose output (like timings)")
p.add_option('-T', "--timeout", action="store", dest="timeout", type=float,
default=0.5, help="Diff timeout (default=0.5, 0=no timeout)")
p.add_option('-c', '--clean', action="store_true", dest="clean",
default=False,
help="Cleans HTML, wiki syntax, acronyms and emoticons")
opts, files = p.parse_args()
if len(files) != 3:
p.error("Wrong parameters")
if opts.verbose:
logging.basicConfig(stream=sys.stderr,
level=logging.DEBUG,
format='%(asctime)s %(levelname)s %(message)s',
datefmt='%Y-%m-%d %H:%M:%S')
xml = files[0]
desired_pages_fn = files[1]
output = files[2]
dumps_checker(xml)
lang, _, _ = explode_dump_filename(xml)
deflate, _lineno = lib.find_open_for_this_file(xml)
if _lineno:
src = deflate(xml, 51)
else:
src = deflate(xml)
translation = get_translations(src)
tag = get_tags(src, tags='page,title,revision,timestamp,text,redirect')
src.close()
src = deflate(xml)
out = open(output, 'w')
processor = HistoryRevisionsPageProcessor(tag=tag, lang=lang,
output=out,
userns=translation['User'])
processor.talkns = translation['Talk']
if opts.type == 'talk':
processor.get_articles = False
elif opts.type == 'content':
processor.get_talks = False
processor.diff_timeout = opts.timeout
processor.clean = opts.clean
processor.set_desired_from_csv(desired_pages_fn, encoding=opts.encoding)
with Timr('Processing'):
processor.start(src) ## PROCESSING
processor.flush()
out.close()
def setUp(self):
xml = "tests/utpedits2graph/" + \
"vecwiki-20100307-stub-meta-history-TEST.xml.bz2"
self.lang, self.date_, self.type_ = mwlib.explode_dump_filename(xml)
deflate, _lineno = find_open_for_this_file(xml)
welcome = defaultdict(str)
welcome.update({'it': r'Benvenut',
'en': r'Welcome'})
if _lineno:
src = deflate(xml, 51) # Read first 51 lines to extract namespaces
else:
src = deflate(xml)
tag = mwlib.get_tags(src,
tags='page,title,revision,timestamp,contributor,'
'username,ip,comment,id')
translations = mwlib.get_translations(src)
try:
lang_user = unicode(translations['User'])
lang_user_talk = unicode(translations['User talk'])
except UnicodeDecodeError:
lang_user = smart_str(translations['User'])
lang_user_talk = smart_str(translations['User talk'])
src.close()
src = deflate(xml)
self.processor = HistoryPageProcessor(tag=tag,
user_talk_names=(lang_user_talk, u"User talk"))
self.processor.welcome_pattern = welcome[self.lang]
self.processor.start(src)
self.g = self.processor.get_network()
def main():
from bz2 import BZ2File
from csv import DictWriter
logging.basicConfig(#filename="usercontributions_export.log",
stream=sys.stderr,
level=logging.DEBUG)
logging.info('---------------------START---------------------')
op = create_option_parser()
args = op.parse_args()
xml, out, threshold = args.dump, args.out, args.threshold
lang, date_, _ = mwlib.explode_dump_filename(xml)
deflate, _lineno = find_open_for_this_file(xml)
date_ = yyyymmdd_to_datetime(date_, 1)
if _lineno:
src = deflate(xml, 51) # Read first 51 lines to extract namespaces
else:
src = deflate(xml)
tmp = ["Normal"]+[v for _, (_, v) in enumerate(mwlib.get_namespaces(src))]
namespaces = []
# fix for quartiles
for ns in tmp:
for n in range(1, 5):
namespaces.append("%s_%d" % (ns, n))
print namespaces
fout = BZ2File(out, 'w')
fields = ['username', 'normal_edits', 'comments_count', 'comments_avg',
'minor', 'revert', 'npov', 'welcome', 'please', 'thanks',
'first_edit', 'last_edit', 'tot_edits', 'active_days',
'days_since_first_edit', 'left_since', 'diversity_score',
'first_edit_year', 'first_edit_month', 'first_edit_day',
'last_edit_year', 'last_edit_month', 'last_edit_day', ]
fields[2:2] = namespaces
dw = DictWriter(fout, fields)
dw.writeheader()
## to get only the first 1000 users:
#from itertools import islice
#data_iterator = islice(prepare_data(namespaces), 1000)
data_iterator = prepare_data(namespaces, lang, date_, threshold)
count = 0
for user in data_iterator:
for k, v in user.iteritems():
if type(v) in [int, float]:
assert v >= 0, "%s is negative" % (k,)
dw.writerow(user)
count += 1
if not count % 5000:
logging.info(count)
def main():
logging.basicConfig(stream=sys.stderr, level=logging.DEBUG) # filename="graph_longiudinal_analysis.log",
logging.info("---------------------START---------------------")
opts, args = opt_parse()
xml = args[0]
## SET UP FOR PROCESSING
lang, date_, type_ = mwlib.explode_dump_filename(xml)
deflate, _lineno = find_open_for_this_file(xml)
welcome = defaultdict(str)
welcome.update({"it": r"Benvenut", "en": r"Welcome"})
if _lineno:
src = deflate(xml, 51) # Read first 51 lines to extract namespaces
else:
src = deflate(xml)
tag = mwlib.get_tags(src, tags="page,title,revision,timestamp,contributor,username,ip,comment")
translations = mwlib.get_translations(src)
try:
lang_user = unicode(translations["User"])
lang_user_talk = unicode(translations["User talk"])
except UnicodeDecodeError:
lang_user = smart_str(translations["User"])
lang_user_talk = smart_str(translations["User talk"])
assert lang_user, "User namespace not found"
assert lang_user_talk, "User Talk namespace not found"
src.close()
src = deflate(xml)
processor = HistoryPageProcessor(tag=tag, user_talk_names=(lang_user_talk, u"User talk"))
processor.time_start = opts.start
processor.time_end = opts.end
processor.welcome_pattern = welcome[lang]
with Timr("Processing"):
processor.start(src) ## PROCESSING
with Timr("Getting network"):
g = processor.get_network()
logging.info("Nodes: %d" % len(g.vs))
logging.info("Edges: %d" % len(g.es))
with Timr("Saving graph"):
save_graph(g, lang, type_, date_)
def main():
import optparse
import csv
p = optparse.OptionParser(
usage="usage: %prog [options] file desired_list acceptance_ratio")
p.add_option('-v',
action="store_true",
dest="verbose",
default=False,
help="Verbose output (like timings)")
opts, files = p.parse_args()
if opts.verbose:
import sys, logging
logging.basicConfig(stream=sys.stderr, level=logging.DEBUG)
if len(files) != 3:
p.error("Wrong parameters")
xml = files[0]
desired_pages_fn = files[1]
threshold = float(files[2])
lang, _, _ = explode_dump_filename(xml)
deflate, _lineno = lib.find_open_for_this_file(xml)
with open(desired_pages_fn, 'rb') as f:
desired_pages = [
l[0].decode('latin-1') for l in csv.reader(f)
if l and not l[0][0] == '#'
]
if _lineno:
src = deflate(xml, 51)
else:
src = deflate(xml)
translation = get_translations(src)
tag = get_tags(src, tags='page,title,revision,'+ \
'minor,timestamp,redirect,ip,username')
src.close()
src = deflate(xml)
processor = HistoryEventsPageProcessor(tag=tag, lang=lang)
processor.talkns = translation['Talk']
processor.threshold = threshold
processor.set_desired(desired_pages)
with Timr('Retrieving bots'):
processor.set_bots()
print "BEGIN PARSING"
with Timr('Parsing'):
processor.start(src)
processor.flush()
def main():
import optparse
p = optparse.OptionParser(
usage="usage: %prog [options] input_file gender_file output_file")
p.add_option('-v', action="store_true", dest="verbose", default=False,
help="Verbose output (like timings)")
p.add_option('-e', '--min-edits', default=0, dest="min_edits",
metavar="MIN_EDITS", type=int,
help="pages with less than MIN_EIDTS edits "
"are skipped (default: %(default)s)")
opts, files = p.parse_args()
if len(files) != 3:
p.error("Wrong parameters")
if opts.verbose:
logging.basicConfig(stream=sys.stderr,
level=logging.DEBUG,
format='%(asctime)s %(levelname)s %(message)s',
datefmt='%Y-%m-%d %H:%M:%S')
xml = files[0]
gender_data = files[1]
output = files[2]
dumps_checker(xml)
lang, _, _ = explode_dump_filename(xml)
deflate, _lineno = lib.find_open_for_this_file(xml)
if _lineno:
src = deflate(xml, 51)
else:
src = deflate(xml)
translation = get_translations(src)
tag = get_tags(src,
tags="page,redirect,timestamp,ip,"
"contributor,title,username")
src.close()
src = deflate(xml)
out = open(output, "w")
processor = GenderPageProcessor(tag=tag, lang=lang,
output=out,
userns=translation['User'],
gender_data=gender_data,
min_edits=opts.min_edits
)
with Timr('Processing'):
processor.start(src) ## PROCESSING
processor.flush()
out.close()
def main():
import optparse
import csv
p = optparse.OptionParser(
usage="usage: %prog [options] file desired_list acceptance_ratio")
p.add_option('-v', action="store_true", dest="verbose", default=False,
help="Verbose output (like timings)")
opts, files = p.parse_args()
if opts.verbose:
import sys, logging
logging.basicConfig(stream=sys.stderr,
level=logging.DEBUG)
if len(files) != 3:
p.error("Wrong parameters")
xml = files[0]
desired_pages_fn = files[1]
threshold = float(files[2])
lang, _, _ = explode_dump_filename(xml)
deflate, _lineno = lib.find_open_for_this_file(xml)
with open(desired_pages_fn, 'rb') as f:
desired_pages = [l[0].decode('latin-1') for l in csv.reader(f)
if l and not l[0][0] == '#']
if _lineno:
src = deflate(xml, 51)
else:
src = deflate(xml)
translation = get_translations(src)
tag = get_tags(src, tags='page,title,revision,'+ \
'minor,timestamp,redirect,ip,username')
src.close()
src = deflate(xml)
processor = HistoryEventsPageProcessor(tag=tag, lang=lang)
processor.talkns = translation['Talk']
processor.threshold = threshold
processor.set_desired(desired_pages)
with Timr('Retrieving bots'):
processor.set_bots()
print "BEGIN PARSING"
with Timr('Parsing'):
processor.start(src)
processor.flush()
def main():
opts, args = opt_parse()
xml = args[0]
## SET UP FOR PROCESSING
lang, date_, type_ = mwlib.explode_dump_filename(xml)
deflate, _lineno = find_open_for_this_file(xml)
if _lineno:
src = deflate(xml, 51)
else:
src = deflate(xml)
tag = mwlib.get_tags(
src,
tags='page,title,revision,timestamp,contributor,username,ip,comment')
translations = mwlib.get_translations(src)
lang_user = unicode(translations['User'])
lang_user_talk = unicode(translations['User talk'])
assert lang_user, "User namespace not found"
assert lang_user_talk, "User Talk namespace not found"
src.close()
print >> sys.stderr, "BEGIN PARSING"
src = deflate(xml)
processor = HistoryPageProcessor(tag=tag,
user_talk_names=(lang_user_talk,
u"User talk"))
processor.time_start = opts.start
processor.time_end = opts.end
##TODO: only works on it.wikipedia.org! :-)
processor.welcome_pattern = r'Benvenut'
with Timr('Processing'):
processor.start(src) ## PROCESSING
with Timr('EdgeCache.get_network()'):
g = processor.get_network()
print >> sys.stderr, "Nodes:", len(g.vs)
print >> sys.stderr, "Edges:", len(g.es)
for e in g.es:
e['weight'] = len(e['timestamp'])
#e['timestamp'] = str(e['timestamp'])
with Timr('Pickling'):
g.write("%swiki-%s%s.pickle" % (lang, date_, type_), format="pickle")
def main():
import optparse
p = optparse.OptionParser(
usage="usage: %prog [options] file desired_list acceptance_ratio")
p.add_option('-v',
action="store_true",
dest="verbose",
default=False,
help="Verbose output (like timings)")
opts, files = p.parse_args()
if opts.verbose:
import logging
logging.basicConfig(stream=sys.stderr, level=logging.DEBUG)
if not files:
p.error("Give me a file, please ;-)")
xml, desired_pages_fn, desired_words_fn = files[0:3]
threshold = float(files[3])
desired_words = [w.lower() for w in get_lines_in_list(desired_words_fn)]
lang, _, _ = explode_dump_filename(xml)
deflate, _lineno = lib.find_open_for_this_file(xml)
if _lineno:
src = deflate(xml, 51)
else:
src = deflate(xml)
translation = get_translations(src)
tag = get_tags(src, tags='page,title,revision,'+ \
'minor,timestamp,redirect,text')
src.close()
src = deflate(xml)
processor = HistoryWordsPageProcessor(tag=tag, lang=lang)
processor.talkns = translation['Talk']
processor.threshold = threshold
processor.set_desired_from_csv(desired_pages_fn)
processor.words = desired_words
print "BEGIN PARSING"
with Timr('Parsing'):
processor.start(src)
def main():
opts, args = opt_parse()
xml = args[0]
## SET UP FOR PROCESSING
lang, date_, type_ = mwlib.explode_dump_filename(xml)
deflate, _lineno = find_open_for_this_file(xml)
if _lineno:
src = deflate(xml, 51)
else:
src = deflate(xml)
tag = mwlib.get_tags(src,
tags='page,title,revision,timestamp,contributor,username,ip,comment')
translations = mwlib.get_translations(src)
lang_user = unicode(translations['User'])
lang_user_talk = unicode(translations['User talk'])
assert lang_user, "User namespace not found"
assert lang_user_talk, "User Talk namespace not found"
src.close()
print >>sys.stderr, "BEGIN PARSING"
src = deflate(xml)
processor = HistoryPageProcessor(tag=tag,
user_talk_names=(lang_user_talk, u"User talk"))
processor.time_start = opts.start
processor.time_end = opts.end
##TODO: only works on it.wikipedia.org! :-)
processor.welcome_pattern = r'Benvenut'
with Timr('Processing'):
processor.start(src) ## PROCESSING
with Timr('EdgeCache.get_network()'):
g = processor.get_network()
print >>sys.stderr, "Nodes:", len(g.vs)
print >>sys.stderr, "Edges:", len(g.es)
for e in g.es:
e['weight'] = len(e['timestamp'])
#e['timestamp'] = str(e['timestamp'])
with Timr('Pickling'):
g.write("%swiki-%s%s.pickle" % (lang, date_, type_), format="pickle")
def main():
logging.basicConfig( #filename="usercontributions.log",
stream=sys.stderr,
level=logging.DEBUG)
logging.info('---------------------START---------------------')
receiver, sender = Pipe(duplex=False)
opts, args = opt_parse()
xml = args[0]
## SET UP FOR PROCESSING
lang, _, _ = mwlib.explode_dump_filename(xml)
deflate, _lineno = find_open_for_this_file(xml)
if _lineno:
src = deflate(xml, 51) # Read first 51 lines to extract namespaces
else:
src = deflate(xml)
tag = mwlib.get_tags(src,
tags='page,title,revision,timestamp,contributor,username,ip'+ \
',comment,id,minor')
namespaces = [(0, "Normal")] + mwlib.get_namespaces(src)
src.close()
logging.info("BEGIN PARSING")
src = deflate(xml)
processor = UserContributionsPageProcessor(tag=tag, lang=lang)
processor.sender = sender
processor.namespaces = namespaces
processor.time_end = opts.end
##TODO: only works on it.wikipedia.org! :-)
processor.welcome_pattern = r'Benvenut'
p = Process(target=use_contrib_dict,
args=(receiver, processor.namespaces, lang))
p.start()
with Timr('PROCESSING'):
processor.start(src) ## PROCESSING
sender.send(None)
p.join() ## wait until save is complete
def main():
logging.basicConfig(#filename="usercontributions.log",
stream=sys.stderr,
level=logging.DEBUG)
logging.info('---------------------START---------------------')
receiver, sender = Pipe(duplex=False)
opts, args = opt_parse()
xml = args[0]
## SET UP FOR PROCESSING
lang, _, _ = mwlib.explode_dump_filename(xml)
deflate, _lineno = find_open_for_this_file(xml)
if _lineno:
src = deflate(xml, 51) # Read first 51 lines to extract namespaces
else:
src = deflate(xml)
tag = mwlib.get_tags(src,
tags='page,title,revision,timestamp,contributor,username,ip'+ \
',comment,id,minor')
namespaces = [(0, "Normal")]+mwlib.get_namespaces(src)
src.close()
logging.info("BEGIN PARSING")
src = deflate(xml)
processor = UserContributionsPageProcessor(tag=tag, lang=lang)
processor.sender = sender
processor.namespaces = namespaces
processor.time_end = opts.end
##TODO: only works on it.wikipedia.org! :-)
processor.welcome_pattern = r'Benvenut'
p = Process(target=use_contrib_dict, args=(receiver, processor.namespaces,
lang))
p.start()
with Timr('PROCESSING'):
processor.start(src) ## PROCESSING
sender.send(None)
p.join() ## wait until save is complete
def main():
import optparse
p = optparse.OptionParser(
usage="usage: %prog [options] file desired_list acceptance_ratio")
p.add_option('-v', action="store_true", dest="verbose", default=False,
help="Verbose output (like timings)")
opts, files = p.parse_args()
if opts.verbose:
import logging
logging.basicConfig(stream=sys.stderr,
level=logging.DEBUG)
if not files:
p.error("Give me a file, please ;-)")
xml, desired_pages_fn, desired_words_fn = files[0:3]
threshold = float(files[3])
desired_words = [w.lower() for w in get_lines_in_list(desired_words_fn)]
lang, _, _ = explode_dump_filename(xml)
deflate, _lineno = lib.find_open_for_this_file(xml)
if _lineno:
src = deflate(xml, 51) # Read first 51 lines to extract namespaces
else:
src = deflate(xml)
translation = get_translations(src)
tag = get_tags(src, tags='page,title,revision,'+ \
'minor,timestamp,redirect,text')
src.close()
src = deflate(xml)
processor = HistoryWordsPageProcessor(tag=tag, lang=lang)
processor.talkns = translation['Talk']
processor.threshold = threshold
processor.set_desired_from_csv(desired_pages_fn)
processor.words = desired_words
print "BEGIN PARSING"
with Timr('Parsing'):
processor.start(src)
def main():
import optparse
import csv
p = optparse.OptionParser(usage="usage: %prog [options] file desired_list acceptance_ratio")
p.add_option("-v", action="store_true", dest="verbose", default=False, help="Verbose output (like timings)")
p.add_option(
"-e", "--encoding", action="store", dest="encoding", default="latin-1", help="encoding of the desired_list file"
)
opts, files = p.parse_args()
if opts.verbose:
import sys, logging
logging.basicConfig(stream=sys.stderr, level=logging.DEBUG)
if len(files) != 3:
p.error("Wrong parameters")
xml = files[0]
desired_pages_fn = files[1]
threshold = float(files[2])
lang, _, _ = explode_dump_filename(xml)
deflate, _lineno = lib.find_open_for_this_file(xml)
if _lineno:
src = deflate(xml, 51) # Read first 51 lines to extract namespaces
else:
src = deflate(xml)
translation = get_translations(src)
tag = get_tags(src, tags="page,title,revision," + "minor,timestamp,redirect,ip,username")
src.close()
src = deflate(xml)
processor = HistoryEventsPageProcessor(tag=tag, lang=lang)
processor.talkns = translation["Talk"]
processor.threshold = threshold
processor.set_desired_from_csv(desired_pages_fn, encoding=opts.encoding)
with Timr("Retrieving bots"):
processor.set_bots()
print "BEGIN PARSING"
with Timr("Parsing"):
processor.start(src)
processor.flush()
def main():
logging.basicConfig(#filename="random_page_extractor.log",
stream=sys.stderr,
level=logging.DEBUG)
op = create_option_parser()
args = op.parse_args()
with open(args.desired_pages_fn, 'rb') as f:
desired_pages = [l[0].decode('latin-1') for l in csv.reader(f)
if l and not l[0][0] == '#']
lang, date_, type_ = explode_dump_filename(args.xml_fn)
deflate, _lineno = lib.find_open_for_this_file(args.xml_fn)
dumps_checker(args, type_)
logging.info('---------------------START---------------------')
if _lineno:
src = deflate(args.xml_fn, 51)
else:
src = deflate(args.xml_fn)
translation = get_translations(src)
tag = get_tags(src, tags='page,title,redirect,text,username,ip,timestamp')
src.close()
src = deflate(args.xml_fn)
output = open(args.output, 'w') if args.output else None
processor = HistoryRevisionsPageProcessor(tag=tag, lang=lang,
output=output,
threshold=args.ratio,
min_text=args.min_text_length,
n_users=args.editors_number,
start_revision=args.initial_revision)
processor.talkns = translation['Talk']
processor.desired_page_type = args.type
processor.set_desired(desired_pages)
with Timr('processing'):
processor.start(src)
def main():
logging.basicConfig(#filename="random_page_extractor.log",
stream=sys.stderr,
level=logging.DEBUG)
op = create_option_parser()
args = op.parse_args()
lang, date_, type_ = explode_dump_filename(args.xml_fn)
deflate, _lineno = lib.find_open_for_this_file(args.xml_fn)
dumps_checker(args, type_)
logging.info('---------------------START---------------------')
if _lineno:
src = deflate(args.xml_fn, 51)
else:
src = deflate(args.xml_fn)
translation = get_translations(src)
tag = get_tags(src, tags='page,title,redirect,text,username,ip,timestamp')
src.close()
src = deflate(args.xml_fn)
output = open(args.output, 'w') if args.output else None
processor = HistoryRevisionsPageProcessor(
tag=tag,
lang=lang,
output=output,
threshold=args.ratio,
min_text=args.min_text_length,
min_revisions=args.revisions_number,
n_users=args.editors_number,
start_revision=args.initial_revision)
processor.talkns = translation['Talk']
processor.desired_page_type = args.type
processor.set_desired_from_csv(desired_pages_fn, encoding=args.encoding)
with Timr('processing'):
processor.start(src)
def main():
from bz2 import BZ2File
from csv import DictWriter
logging.basicConfig( #filename="usercontributions_export.log",
stream=sys.stderr,
level=logging.DEBUG)
logging.info('---------------------START---------------------')
xml, out = get_xml_file()
deflate, _lineno = find_open_for_this_file(xml)
if _lineno:
src = deflate(xml, 51)
else:
src = deflate(xml)
namespaces = [v for _, v in mwlib.get_namespaces(src)]
fout = BZ2File(out, 'w')
fields = [
'username', 'normal_edits', 'comments_count', 'comments_avg', 'minor',
'revert', 'npov', 'welcome', 'please', 'thanks', 'first_edit',
'last_edit'
]
fields[2:2] = namespaces
dw = DictWriter(fout, fields)
dw.writeheader()
## to get only the first 1000 users:
#from itertools import islice
#data_iterator = islice(prepare_data(namespaces), 1000)
data_iterator = prepare_data(namespaces)
count = 0
for user in data_iterator:
dw.writerow(user)
count += 1
if not count % 5000:
logging.info(count)
def main():
from bz2 import BZ2File
from csv import DictWriter
logging.basicConfig(#filename="usercontributions_export.log",
stream=sys.stderr,
level=logging.DEBUG)
logging.info('---------------------START---------------------')
xml, out = get_xml_file()
deflate, _lineno = find_open_for_this_file(xml)
if _lineno:
src = deflate(xml, 51)
else:
src = deflate(xml)
namespaces = [v for _,v in mwlib.get_namespaces(src)]
fout = BZ2File(out, 'w')
fields = ['username', 'normal_edits', 'comments_count', 'comments_avg',
'minor', 'revert', 'npov', 'welcome', 'please', 'thanks',
'first_edit', 'last_edit']
fields[2:2] = namespaces
dw = DictWriter(fout, fields)
dw.writeheader()
## to get only the first 1000 users:
#from itertools import islice
#data_iterator = islice(prepare_data(namespaces), 1000)
data_iterator = prepare_data(namespaces)
count = 0
for user in data_iterator:
dw.writerow(user)
count += 1
if not count % 5000:
logging.info(count)
def main():
import optparse
p = optparse.OptionParser(
usage="usage: %prog [options] file desired_list acceptance_ratio")
p.add_option('-v', action="store_true", dest="verbose", default=False,
help="Verbose output (like timings)")
opts, files = p.parse_args()
if opts.verbose:
import logging
logging.basicConfig(stream=sys.stderr,level=logging.DEBUG)
if not files:
p.error("Error: No file received.")
xml, desired_pages_fn, desired_words_fn = files[0:3]
threshold = float(files[3])
desired_words = [w.lower() for w in get_lines_in_list(desired_words_fn)]
lang, _, _ = explode_dump_filename(xml)
deflate, _lineno = lib.find_open_for_this_file(xml)
if _lineno:
src = deflate(xml, 51)
else:
src = deflate(xml)
translation = get_translations(src)
tag = get_tags(src, tags='page,title,revision,minor,timestamp,redirect,text')
src.close()
src = deflate(xml)
analyzer = EditsAnalyzer(tag=tag, lang=lang)
analyzer.set_desired_from_csv(desired_pages_fn)
analyzer.words = desired_words
with Timr('Analyzing...'):
analyzer.start(src)
def main():
import optparse
p = optparse.OptionParser(usage="usage: %prog [options] input_file geoip_db output_file")
p.add_option("-v", action="store_true", dest="verbose", default=False, help="Verbose output (like timings)")
opts, files = p.parse_args()
if len(files) != 3:
p.error("Wrong parameters")
if opts.verbose:
logging.basicConfig(
stream=sys.stderr,
level=logging.DEBUG,
format="%(asctime)s %(levelname)s %(message)s",
datefmt="%Y-%m-%d %H:%M:%S",
)
xml = files[0]
geoip_db = files[1]
output = files[2]
dumps_checker(xml)
lang, _, _ = explode_dump_filename(xml)
deflate, _lineno = lib.find_open_for_this_file(xml)
if _lineno:
src = deflate(xml, 51)
else:
src = deflate(xml)
translation = get_translations(src)
tag = get_tags(src, tags="page,redirect,timestamp,ip,revision,title")
src.close()
src = deflate(xml)
processor = CountriesPageProcessor(tag=tag, lang=lang, output=output, userns=translation["User"], geoip=geoip_db)
with Timr("Processing"):
processor.start(src) ## PROCESSING
processor.flush()
def main():
import optparse
p = optparse.OptionParser(
usage="usage: %prog [options] input_file desired_list output_file")
p.add_option('-t', '--type', action="store", dest="type", default="all",
help="Type of page to analize (content|talk|all)")
opts, files = p.parse_args()
if len(files) != 3:
p.error("Wrong parameters")
xml = files[0]
desired_pages_fn = files[1]
output = files[2]
with open(desired_pages_fn, 'rb') as f:
desired_pages = [l[0].decode('latin-1') for l in csv.reader(f)
if l and not l[0][0] == '#']
lang, _, _ = explode_dump_filename(xml)
deflate, _lineno = lib.find_open_for_this_file(xml)
if _lineno:
src = deflate(xml, 51)
else:
src = deflate(xml)
translation = get_translations(src)
tag = get_tags(src, tags='page,title,revision,timestamp,text,redirect')
src.close()
src = deflate(xml)
processor = HistoryRevisionsPageProcessor(tag=tag, lang=lang,
output=output)
processor.talkns = translation['Talk']
processor.desired_page_type = opts.type
processor.set_desired(desired_pages)
processor.start(src)
processor.flush()
def main():
opts, args = opt_parse()
xml = args[0]
if opts.verbose:
logging.basicConfig(stream=sys.stderr,
level=logging.DEBUG,
format='%(asctime)s %(levelname)s %(message)s',
datefmt='%Y-%m-%d %H:%M:%S')
logging.info('---------------------START---------------------')
## SET UP FOR PROCESSING
lang, date_, type_ = mwlib.explode_dump_filename(xml)
deflate, _lineno = find_open_for_this_file(xml)
welcome = defaultdict(str)
welcome.update({'it': r'Benvenut',
'en': r'Welcome'})
if _lineno:
src = deflate(xml, 51) # Read first 51 lines to extract namespaces
else:
src = deflate(xml)
tag = mwlib.get_tags(src,
tags='page,title,revision,timestamp,contributor,'
'username,ip,comment,id')
translations = mwlib.get_translations(src)
try:
lang_user = unicode(translations['User'])
lang_user_talk = unicode(translations['User talk'])
except UnicodeDecodeError:
lang_user = smart_str(translations['User'])
lang_user_talk = smart_str(translations['User talk'])
assert lang_user, "User namespace not found"
assert lang_user_talk, "User Talk namespace not found"
src.close()
src = deflate(xml)
processor = HistoryPageProcessor(tag=tag,
user_talk_names=(lang_user_talk, u"User talk"))
processor.time_start = opts.start
processor.time_end = opts.end
processor.welcome_pattern = welcome[lang]
with Timr('Processing'):
processor.start(src) ## PROCESSING
with Timr('Getting network'):
g = processor.get_network()
logging.info("Nodes: %d", len(g.vs))
logging.info("Edges: %d", len(g.es))
with Timr('Saving graph'):
save_graph(g, lang, type_, date_)
def main():
opts, args = opt_parse()
xml = args[0]
if opts.verbose:
logging.basicConfig(stream=sys.stderr,
level=logging.DEBUG,
format='%(asctime)s %(levelname)s %(message)s',
datefmt='%Y-%m-%d %H:%M:%S')
logging.info('---------------------START---------------------')
## SET UP FOR PROCESSING
lang, date_, type_ = mwlib.explode_dump_filename(xml)
deflate, _lineno = find_open_for_this_file(xml)
welcome = defaultdict(str)
welcome.update({'it': r'Benvenut', 'en': r'Welcome'})
if _lineno:
src = deflate(xml, 51) # Read first 51 lines to extract namespaces
else:
src = deflate(xml)
tag = mwlib.get_tags(src,
tags='page,title,revision,timestamp,contributor,'
'username,ip,comment,id')
translations = mwlib.get_translations(src)
try:
lang_user = unicode(translations['User'])
lang_user_talk = unicode(translations['User talk'])
except UnicodeDecodeError:
lang_user = smart_str(translations['User'])
lang_user_talk = smart_str(translations['User talk'])
assert lang_user, "User namespace not found"
assert lang_user_talk, "User Talk namespace not found"
src.close()
src = deflate(xml)
processor = HistoryPageProcessor(tag=tag,
user_talk_names=(lang_user_talk,
u"User talk"))
processor.time_start = opts.start
processor.time_end = opts.end
processor.welcome_pattern = welcome[lang]
with Timr('Processing'):
processor.start(src) ## PROCESSING
with Timr('Getting network'):
g = processor.get_network()
logging.info("Nodes: %d", len(g.vs))
logging.info("Edges: %d", len(g.es))
with Timr('Saving graph'):
save_graph(g, lang, type_, date_)
def main():
import optparse
p = optparse.OptionParser(
usage="usage: %prog [options] input_file dictionary output_file")
p.add_option('-t', '--type', action="store", dest="type", default="all",
help="Type of page to analize (content|talk|all)")
p.add_option('-e', '--encoding', action="store", dest="encoding",
default="latin-1", help="encoding of the desired_list file")
p.add_option('-v', action="store_true", dest="verbose", default=False,
help="Verbose output (like timings)")
p.add_option('-T', "--timeout", action="store", dest="timeout", type=float,
default=0.5, help="Diff timeout (default=0.5, 0=no timeout)")
p.add_option('-c', '--clean', action="store_true", dest="clean",
default=False,
help="Cleans HTML, wiki syntax, acronyms and emoticons")
p.add_option('-C', '--charlimit', action="store", dest="charlimit",
type="int", default=100000,
help="Maximim characters per line (default=100000)")
p.add_option('-r', action="store_true", dest="regex", default=False,
help="Use a dictionary composed by regex (default=false)")
opts, files = p.parse_args()
if len(files) != 3:
p.error("Wrong parameters")
if opts.verbose:
logging.basicConfig(stream=sys.stderr,
level=logging.DEBUG,
format='%(asctime)s %(levelname)s %(message)s',
datefmt='%Y-%m-%d %H:%M:%S')
xml = files[0]
dic = files[1]
output = files[2]
dumps_checker(xml)
lang, _, _ = explode_dump_filename(xml)
deflate, _lineno = lib.find_open_for_this_file(xml)
if _lineno:
src = deflate(xml, 51)
else:
src = deflate(xml)
translation = get_translations(src)
tag = get_tags(src, tags='page,title,revision,timestamp,text,redirect')
namespaces = [x[1] for x in [(0, "Normal")] + mwlib.get_namespaces(src)]
src.close()
src = deflate(xml)
out = open(output, 'w')
processor = PyWCProcessor(tag=tag, lang=lang, dic=dic,
output=out, userns=translation['User'])
processor.namespaces = namespaces
if opts.type == 'talk':
processor.get_articles = False
elif opts.type == 'content':
processor.get_talks = False
processor.diff_timeout = opts.timeout
processor.clean = opts.clean
processor.pywc.clean_wiki = processor.pywc.clean_html = opts.clean
with Timr('Processing'):
processor.start(src) ## PROCESSING
processor.flush()
out.close()
def main():
import optparse
p = optparse.OptionParser(
usage="usage: %prog [options] input_file geoip_db output_file")
p.add_option('-v', action="store_true", dest="verbose", default=False,
help="Verbose output (like timings)")
p.add_option('-p', '--per-page', action="store",
dest="per_page_stats", help="Per page stats output")
p.add_option('-e', '--min-edits', action="store", type=int,
dest="min_edits",
help="Skip if page has less than min-edit edits")
p.add_option('-a', '--min-anon', action="store", type=int,
dest="min_anon",
help="Skip if page has less than min-anon anonymous edits")
p.add_option('-E', '--exclude', action="store",
dest="exclude_countries",
help="Countries to exclude, colon (;) separated")
opts, files = p.parse_args()
if len(files) != 3:
p.error("Wrong parameters")
if opts.verbose:
logging.basicConfig(stream=sys.stderr,
level=logging.DEBUG,
format='%(asctime)s %(levelname)s %(message)s',
datefmt='%Y-%m-%d %H:%M:%S')
xml = files[0]
geoip_db = files[1]
output = files[2]
dumps_checker(xml)
lang, _, _ = explode_dump_filename(xml)
deflate, _lineno = lib.find_open_for_this_file(xml)
if _lineno:
src = deflate(xml, 51)
else:
src = deflate(xml)
translation = get_translations(src)
tag = get_tags(src,
tags='page,redirect,timestamp,ip,revision,title')
src.close()
src = deflate(xml)
processor = CountriesPageProcessor(tag=tag, lang=lang,
output=output,
userns=translation['User'],
geoip=geoip_db
)
if opts.per_page_stats:
processor.per_page_stats = opts.per_page_stats
if opts.exclude_countries:
processor.exclude_countries = opts.exclude_countries.split(";")
processor.min_edits = opts.min_edits
processor.min_anon = opts.min_anon
with Timr('Processing'):
processor.start(src) # PROCESSING
processor.flush()
def main():
import optparse
p = optparse.OptionParser(
usage="usage: %prog [options] input_file geoip_db output_file")
p.add_option('-v',
action="store_true",
dest="verbose",
default=False,
help="Verbose output (like timings)")
p.add_option('-p',
'--per-page',
action="store",
dest="per_page_stats",
help="Per page stats output")
p.add_option('-e',
'--min-edits',
action="store",
type=int,
dest="min_edits",
help="Skip if page has less than min-edit edits")
p.add_option('-a',
'--min-anon',
action="store",
type=int,
dest="min_anon",
help="Skip if page has less than min-anon anonymous edits")
p.add_option('-E',
'--exclude',
action="store",
dest="exclude_countries",
help="Countries to exclude, colon (;) separated")
opts, files = p.parse_args()
if len(files) != 3:
p.error("Wrong parameters")
if opts.verbose:
logging.basicConfig(stream=sys.stderr,
level=logging.DEBUG,
format='%(asctime)s %(levelname)s %(message)s',
datefmt='%Y-%m-%d %H:%M:%S')
xml = files[0]
geoip_db = files[1]
output = files[2]
dumps_checker(xml)
lang, _, _ = explode_dump_filename(xml)
deflate, _lineno = lib.find_open_for_this_file(xml)
if _lineno:
src = deflate(xml, 51)
else:
src = deflate(xml)
translation = get_translations(src)
tag = get_tags(src, tags='page,redirect,timestamp,ip,revision,title')
src.close()
src = deflate(xml)
processor = CountriesPageProcessor(tag=tag,
lang=lang,
output=output,
userns=translation['User'],
geoip=geoip_db)
if opts.per_page_stats:
processor.per_page_stats = opts.per_page_stats
if opts.exclude_countries:
processor.exclude_countries = opts.exclude_countries.split(";")
processor.min_edits = opts.min_edits
processor.min_anon = opts.min_anon
with Timr('Processing'):
processor.start(src) # PROCESSING
processor.flush()
def main():
import optparse
p = optparse.OptionParser(
usage="usage: %prog [options] input_file desired_list output_file")
p.add_option('-t',
'--type',
action="store",
dest="type",
default="all",
help="Type of page to analize (content|talk|all)")
p.add_option('-e',
'--encoding',
action="store",
dest="encoding",
default="latin-1",
help="encoding of the desired_list file")
p.add_option('-v',
action="store_true",
dest="verbose",
default=False,
help="Verbose output (like timings)")
p.add_option('-T',
"--timeout",
action="store",
dest="timeout",
type=float,
default=0.5,
help="Diff timeout (default=0.5, 0=no timeout)")
p.add_option('-c',
'--clean',
action="store_true",
dest="clean",
default=False,
help="Cleans HTML, wiki syntax, acronyms and emoticons")
opts, files = p.parse_args()
if len(files) != 3:
p.error("Wrong parameters")
if opts.verbose:
logging.basicConfig(stream=sys.stderr,
level=logging.DEBUG,
format='%(asctime)s %(levelname)s %(message)s',
datefmt='%Y-%m-%d %H:%M:%S')
xml = files[0]
desired_pages_fn = files[1]
output = files[2]
dumps_checker(xml)
lang, _, _ = explode_dump_filename(xml)
deflate, _lineno = lib.find_open_for_this_file(xml)
if _lineno:
src = deflate(xml, 51)
else:
src = deflate(xml)
translation = get_translations(src)
tag = get_tags(src, tags='page,title,revision,timestamp,text,redirect')
src.close()
src = deflate(xml)
out = open(output, 'w')
processor = HistoryRevisionsPageProcessor(tag=tag,
lang=lang,
output=out,
userns=translation['User'])
processor.talkns = translation['Talk']
if opts.type == 'talk':
processor.get_articles = False
elif opts.type == 'content':
processor.get_talks = False
processor.diff_timeout = opts.timeout
processor.clean = opts.clean
processor.set_desired_from_csv(desired_pages_fn, encoding=opts.encoding)
with Timr('Processing'):
processor.start(src) # PROCESSING
processor.flush()
out.close()
def main():
import optparse
from sonet.lib import SonetOption
p = optparse.OptionParser(
usage="usage: %prog [options] input_file dictionary output_file",
option_class=SonetOption
)
p.add_option('-v', action="store_true", dest="verbose", default=False,
help="Verbose output (like timings)")
p.add_option('-T', "--timeout", action="store", dest="timeout", type=float,
default=0.5, help="Diff timeout (default=0.5, 0=no timeout)")
p.add_option('-c', '--clean', action="store_true", dest="clean",
default=False,
help="Cleans HTML, wiki syntax, acronyms and emoticons")
p.add_option('-S', '--detailed-start', action="store",
dest='detailed_start', type="yyyymmdd", metavar="YYYYMMDD",
default=None, help="Detailed output start date")
p.add_option('-E', '--detailed-end', action="store",
dest='detailed_end', type="yyyymmdd", metavar="YYYYMMDD", default=None,
help="Detailed output end date")
p.add_option('-n', '--detailed-namespace', action="store",
dest="detailed_ns", default="Normal",
help="Namespace of desired detailed data (default: Normal)")
opts, files = p.parse_args()
if len(files) != 3:
p.error("Wrong parameters")
if opts.verbose:
logging.basicConfig(stream=sys.stderr,
level=logging.DEBUG,
format='%(asctime)s %(levelname)s %(message)s',
datefmt='%Y-%m-%d %H:%M:%S')
xml = files[0]
dic = files[1]
output = files[2]
dumps_checker(xml)
lang, _, _ = explode_dump_filename(xml)
deflate, _lineno = lib.find_open_for_this_file(xml)
if _lineno:
src = deflate(xml, 51)
else:
src = deflate(xml)
translation = get_translations(src)
tag = get_tags(src, tags=('page,title,revision,timestamp,text,redirect,'
'contributor,username,ip'))
namespaces = [x[1] for x in [(0, "Normal")] + mwlib.get_namespaces(src)]
src.close()
src = deflate(xml)
if os.path.exists(output):
logging.error("File %s already exists!", output)
sys.exit(0)
out = open(output, 'w')
processor = PyWCProcessor(tag=tag, lang=lang, dic=dic,
output=out, userns=translation['User'])
processor.namespaces = namespaces
processor.diff_timeout = opts.timeout
processor.clean = opts.clean
processor.pywc.clean_wiki = processor.pywc.clean_html = opts.clean
if opts.detailed_start and opts.detailed_end:
print """
You are going to run the script with detailed output on %d days.
This is going to produce some CSV files on your disk, one for each
day. Is this want you really want to do? [press enter to continue]
""" % (opts.detailed_end - opts.detailed_start).days
raw_input()
processor.pywc.detailed = True
processor.detailed_start = opts.detailed_start
processor.detailed_end = opts.detailed_end
processor.detailed_ns = opts.detailed_ns
with Timr('Processing'):
processor.start(src) # PROCESSING
processor.flush()
out.close()
def main():
import optparse
from sonet.lib import SonetOption
p = optparse.OptionParser(
usage="usage: %prog [options] input_file dictionary output_file",
option_class=SonetOption
)
p.add_option('-v', action="store_true", dest="verbose", default=False,
help="Verbose output (like timings)")
p.add_option('-T', "--timeout", action="store", dest="timeout", type=float,
default=0.5, help="Diff timeout (default=0.5, 0=no timeout)")
p.add_option('-c', '--clean', action="store_true", dest="clean",
default=False,
help="Cleans HTML, wiki syntax, acronyms and emoticons")
p.add_option('-S', '--detailed-start', action="store",
dest='detailed_start', type="yyyymmdd", metavar="YYYYMMDD",
default=None, help="Detailed output start date")
p.add_option('-E', '--detailed-end', action="store",
dest='detailed_end', type="yyyymmdd", metavar="YYYYMMDD", default=None,
help="Detailed output end date")
p.add_option('-n', '--detailed-namespace', action="store",
dest="detailed_ns", default="Normal",
help="Namespace of desired detailed data (default: Normal)")
opts, files = p.parse_args()
if len(files) != 3:
p.error("Wrong parameters")
if opts.verbose:
logging.basicConfig(stream=sys.stderr,
level=logging.DEBUG,
format='%(asctime)s %(levelname)s %(message)s',
datefmt='%Y-%m-%d %H:%M:%S')
xml = files[0]
dic = files[1]
output = files[2]
dumps_checker(xml)
lang, _, _ = explode_dump_filename(xml)
deflate, _lineno = lib.find_open_for_this_file(xml)
if _lineno:
src = deflate(xml, 51)
else:
src = deflate(xml)
translation = get_translations(src)
tag = get_tags(src, tags=('page,title,revision,timestamp,text,redirect,'
'contributor,username,ip'))
namespaces = [x[1] for x in [(0, "Normal")] + mwlib.get_namespaces(src)]
src.close()
src = deflate(xml)
if os.path.exists(output):
logging.error("File %s already exists!", output)
sys.exit(0)
out = open(output, 'w')
processor = PyWCProcessor(tag=tag, lang=lang, dic=dic,
output=out, userns=translation['User'])
processor.namespaces = namespaces
processor.diff_timeout = opts.timeout
processor.clean = opts.clean
processor.pywc.clean_wiki = processor.pywc.clean_html = opts.clean
if opts.detailed_start and opts.detailed_end:
print """
You are going to run the script with detailed output on %d days.
This is going to produce some CSV files on your disk, one for each
day. Is this want you really want to do? [press enter to continue]
""" % (opts.detailed_end - opts.detailed_start).days
raw_input()
processor.pywc.detailed = True
processor.detailed_start = opts.detailed_start
processor.detailed_end = opts.detailed_end
processor.detailed_ns = opts.detailed_ns
with Timr('Processing'):
processor.start(src) # PROCESSING
processor.flush()
out.close()
def main():
import optparse
from sonet.lib import SonetOption
p = optparse.OptionParser(
usage="usage: %prog [options] file desired_list acceptance_ratio",
option_class=SonetOption
)
p.add_option('-v', action="store_true", dest="verbose", default=False,
help="Verbose output (like timings)")
p.add_option('-E', '--encoding', action="store", dest="encoding",
default="latin-1", help="encoding of the desired_list file")
p.add_option('-d', '--delimiter', action="store", dest="delimiter",
default=",", help="CSV delimiter")
p.add_option('-s', '--start', action="store", dest='start',
type="yyyymmdd", metavar="YYYYMMDD", default=None,
help="Look for revisions starting from this date")
p.add_option('-e', '--end', action="store", dest='end', type="yyyymmdd",
metavar="YYYYMMDD", default=None,
help="Look for revisions until this date")
opts, files = p.parse_args()
if opts.verbose:
import sys
import logging
logging.basicConfig(stream=sys.stderr,
level=logging.DEBUG)
if len(files) != 3:
p.error("Wrong parameters")
xml = files[0]
desired_pages_fn = files[1]
threshold = float(files[2])
lang, _, _ = explode_dump_filename(xml)
deflate, _lineno = lib.find_open_for_this_file(xml)
if _lineno:
src = deflate(xml, 51) # Read first 51 lines to extract namespaces
else:
src = deflate(xml)
translation = get_translations(src)
tag = get_tags(src, tags='page,title,revision,' + \
'minor,timestamp,redirect,ip,username')
src.close()
src = deflate(xml)
processor = HistoryEventsPageProcessor(tag=tag, lang=lang)
processor.talkns = translation['Talk']
processor.threshold = threshold
processor.start_date = opts.start
processor.end_date = opts.end
processor.set_desired_from_csv(desired_pages_fn,
encoding=opts.encoding,
delimiter=opts.delimiter)
with Timr('Retrieving bots'):
processor.set_bots()
print "BEGIN PARSING"
with Timr('Parsing'):
processor.start(src)
processor.flush()
