1 Commits

17 changed files with 43 additions and 69474 deletions

3
.gitmodules vendored
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@@ -0,0 +1,3 @@
[submodule "Mediawiki-Utilities"]
path = Mediawiki-Utilities
url = https://github.com/halfak/Mediawiki-Utilities.git

1
Mediawiki-Utilities Submodule

Submodule Mediawiki-Utilities added at f7329417eb

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@@ -7,7 +7,3 @@ submodule like::
git submodule init git submodule init
git submodule update git submodule update
Wikimedia dumps are usually in a compressed format such as 7z (most common), gz, or bz2. Wikiq uses your computer's compression software to read these files. Therefore wikiq depends on
`7za`, `gzcat`, and `zcat`.

1
mw Symbolic link
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@@ -0,0 +1 @@
Mediawiki-Utilities/mw

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@@ -1,264 +0,0 @@
import unittest
import os
import subprocess
from shutil import copyfile
import pandas as pd
from pandas.util.testing import assert_frame_equal
from io import StringIO
# with / without pwr DONE
# with / without url encode DONE
# with / without collapse user DONE
# with output to sdtout DONE
# note that the persistence radius is 7 by default
# reading various file formats including
# 7z, gz, bz2, xml DONE
# wikia and wikipedia data DONE
# malformed xmls DONE
class Test_Wikipedia(unittest.TestCase):
def setUp(self):
if not os.path.exists("test_output"):
os.mkdir("test_output")
self.wiki = 'ikwiki-20180301-pages-meta-history'
self.wikiq_out_name = self.wiki + ".tsv"
self.test_output_dir = os.path.join(".", "test_output")
self.call_output = os.path.join(self.test_output_dir, self.wikiq_out_name)
self.infile = "{0}.xml.bz2".format(self.wiki)
self.base_call = "../wikiq {0} -o {1}"
self.input_dir = "dumps"
self.input_file = os.path.join(".", self.input_dir,self.infile)
self.baseline_output_dir = "baseline_output"
def test_WP_url_encode(self):
test_filename = "url-encode_" + self.wikiq_out_name
test_file = os.path.join(self.test_output_dir, test_filename)
if os.path.exists(test_file):
os.remove(test_file)
call = self.base_call.format(self.input_file, self.test_output_dir)
call = call + " --url-encode"
proc = subprocess.Popen(call,stdout=subprocess.PIPE,shell=True)
proc.wait()
copyfile(self.call_output, test_file)
baseline_file = os.path.join(".", self.baseline_output_dir, test_filename)
# as a test let's make sure that we get equal data frames
test = pd.read_table(test_file)
baseline = pd.read_table(baseline_file)
assert_frame_equal(test,baseline)
def test_WP_namespaces(self):
print(os.path.abspath('.'))
test_filename = "namespaces_" + self.wikiq_out_name
test_file = os.path.join(self.test_output_dir, test_filename)
if os.path.exists(test_file):
os.remove(test_file)
call = self.base_call.format(self.input_file, self.test_output_dir)
call = call + " -n 0 -n 1"
print(call)
proc = subprocess.Popen(call,stdout=subprocess.PIPE,shell=True)
proc.wait()
copyfile(self.call_output, test_file)
baseline_file = os.path.join(os.path.abspath("."), self.baseline_output_dir, test_filename)
# as a test let's make sure that we get equal data frames
test = pd.read_table(test_file)
num_wrong_ns = sum(~ test.namespace.isin({0,1}))
self.assertEqual(num_wrong_ns, 0)
baseline = pd.read_table(baseline_file)
assert_frame_equal(test,baseline)
class Test_Basic(unittest.TestCase):
def setUp(self):
if not os.path.exists("test_output"):
os.mkdir("test_output")
self.wiki = 'sailormoon'
self.wikiq_out_name = self.wiki + ".tsv"
self.test_output_dir = os.path.join(".", "test_output")
self.call_output = os.path.join(self.test_output_dir, self.wikiq_out_name)
self.infile = "{0}.xml.7z".format(self.wiki)
self.base_call = "../wikiq {0} -o {1}"
self.input_dir = "dumps"
self.input_file = os.path.join(".", self.input_dir,self.infile)
self.baseline_output_dir = "baseline_output"
def test_noargs(self):
test_filename = "noargs_" + self.wikiq_out_name
test_file = os.path.join(self.test_output_dir, test_filename)
if os.path.exists(test_file):
os.remove(test_file)
call = self.base_call.format(self.input_file, self.test_output_dir)
proc = subprocess.Popen(call,stdout=subprocess.PIPE,shell=True)
proc.wait()
copyfile(self.call_output, test_file)
baseline_file = os.path.join(".", self.baseline_output_dir, test_filename)
test = pd.read_table(test_file)
baseline = pd.read_table(baseline_file)
assert_frame_equal(test,baseline)
def test_collapse_user(self):
test_filename = "collapse-user_" + self.wikiq_out_name
test_file = os.path.join(self.test_output_dir, test_filename)
if os.path.exists(test_file):
os.remove(test_file)
call = self.base_call.format(self.input_file, self.test_output_dir)
call = call + " --collapse-user"
proc = subprocess.Popen(call,stdout=subprocess.PIPE,shell=True)
proc.wait()
copyfile(self.call_output, test_file)
baseline_file = os.path.join(".", self.baseline_output_dir, test_filename)
test = pd.read_table(test_file)
baseline = pd.read_table(baseline_file)
assert_frame_equal(test,baseline)
def test_pwr_segment(self):
test_filename = "persistence_segment_" + self.wikiq_out_name
test_file = os.path.join(self.test_output_dir, test_filename)
if os.path.exists(test_file):
os.remove(test_file)
call = self.base_call.format(self.input_file, self.test_output_dir)
call = call + " --persistence segment"
proc = subprocess.Popen(call,stdout=subprocess.PIPE,shell=True)
proc.wait()
copyfile(self.call_output, test_file)
baseline_file = os.path.join(".", self.baseline_output_dir, test_filename)
test = pd.read_table(test_file)
baseline = pd.read_table(baseline_file)
assert_frame_equal(test,baseline)
def test_pwr_legacy(self):
test_filename = "persistence_legacy_" + self.wikiq_out_name
test_file = os.path.join(self.test_output_dir, test_filename)
if os.path.exists(test_file):
os.remove(test_file)
call = self.base_call.format(self.input_file, self.test_output_dir)
call = call + " --persistence legacy"
proc = subprocess.Popen(call,stdout=subprocess.PIPE,shell=True)
proc.wait()
copyfile(self.call_output, test_file)
baseline_file = os.path.join(".", self.baseline_output_dir, test_filename)
test = pd.read_table(test_file)
baseline = pd.read_table(baseline_file)
assert_frame_equal(test,baseline)
def test_pwr(self):
test_filename = "persistence_" + self.wikiq_out_name
test_file = os.path.join(self.test_output_dir, test_filename)
if os.path.exists(test_file):
os.remove(test_file)
call = self.base_call.format(self.input_file, self.test_output_dir)
call = call + " --persistence"
proc = subprocess.Popen(call,stdout=subprocess.PIPE,shell=True)
proc.wait()
copyfile(self.call_output, test_file)
baseline_file = os.path.join(".", self.baseline_output_dir, test_filename)
test = pd.read_table(test_file)
baseline = pd.read_table(baseline_file)
assert_frame_equal(test,baseline)
def test_url_encode(self):
test_filename = "url-encode_" + self.wikiq_out_name
test_file = os.path.join(self.test_output_dir, test_filename)
if os.path.exists(test_file):
os.remove(test_file)
call = self.base_call.format(self.input_file, self.test_output_dir)
call = call + " --url-encode"
proc = subprocess.Popen(call,stdout=subprocess.PIPE,shell=True)
proc.wait()
copyfile(self.call_output, test_file)
baseline_file = os.path.join(".", self.baseline_output_dir, test_filename)
test = pd.read_table(test_file)
baseline = pd.read_table(baseline_file)
assert_frame_equal(test,baseline)
class Test_Malformed(unittest.TestCase):
def setUp(self):
if not os.path.exists("test_output"):
os.mkdir("test_output")
self.wiki = 'twinpeaks'
self.wikiq_out_name = self.wiki + ".tsv"
self.test_output_dir = os.path.join(".", "test_output")
self.call_output = os.path.join(self.test_output_dir, self.wikiq_out_name)
self.infile = "{0}.xml.7z".format(self.wiki)
self.base_call = "../wikiq {0} -o {1}"
self.input_dir = "dumps"
self.input_file = os.path.join(".", self.input_dir,self.infile)
def test_malformed_noargs(self):
call = self.base_call.format(self.input_file, self.test_output_dir)
proc = subprocess.Popen(call,stdout=subprocess.PIPE,stderr=subprocess.PIPE, shell=True)
proc.wait()
outs, errs = proc.communicate()
errlines = str(errs).split("\\n")
self.assertEqual(errlines[-2],'xml.etree.ElementTree.ParseError: no element found: line 1369, column 0')
class Test_Stdout(unittest.TestCase):
def setUp(self):
self.wiki = 'sailormoon'
self.wikiq_out_name = self.wiki + ".tsv"
self.infile = "{0}.xml.7z".format(self.wiki)
self.base_call = "../wikiq {0} --stdout"
self.input_dir = "dumps"
self.input_file = os.path.join(".", self.input_dir,self.infile)
self.baseline_output_dir = "baseline_output"
def test_noargs(self):
call = self.base_call.format(self.input_file)
proc = subprocess.run(call,stdout=subprocess.PIPE,shell=True)
outs = proc.stdout.decode("utf8")
test_file = "noargs_" + self.wikiq_out_name
baseline_file = os.path.join(".", self.baseline_output_dir, test_file)
print(baseline_file)
test = pd.read_table(StringIO(outs))
baseline = pd.read_table(baseline_file)
assert_frame_equal(test,baseline)
if __name__ == '__main__':
unittest.main()

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167
wikiq
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@@ -13,22 +13,12 @@ from subprocess import Popen, PIPE
from collections import deque from collections import deque
from hashlib import sha1 from hashlib import sha1
from mwxml import Dump from mw.xml_dump import Iterator
from mw.lib import persistence
from deltas.tokenizers import wikitext_split from mw.lib import reverts
import mwpersistence
import mwreverts
from urllib.parse import quote from urllib.parse import quote
TO_ENCODE = ('title', 'editor') TO_ENCODE = ('title', 'editor')
PERSISTENCE_RADIUS=7 PERSISTENCE_RADIUS=7
from deltas import SequenceMatcher
from deltas import SegmentMatcher
class PersistMethod:
none = 0
sequence = 1
segment = 2
legacy = 3
def calculate_persistence(tokens_added): def calculate_persistence(tokens_added):
return(sum([(len(x.revisions)-1) for x in tokens_added]), return(sum([(len(x.revisions)-1) for x in tokens_added]),
@@ -38,16 +28,12 @@ class WikiqIterator():
def __init__(self, fh, collapse_user=False): def __init__(self, fh, collapse_user=False):
self.fh = fh self.fh = fh
self.collapse_user = collapse_user self.collapse_user = collapse_user
self.mwiterator = Dump.from_file(self.fh) self.mwiterator = Iterator.from_file(self.fh)
self.namespace_map = { ns.id : ns.name for ns in
self.mwiterator.site_info.namespaces }
self.__pages = self.load_pages() self.__pages = self.load_pages()
def load_pages(self): def load_pages(self):
for page in self.mwiterator: for page in self.mwiterator:
yield WikiqPage(page, yield WikiqPage(page, collapse_user=self.collapse_user)
namespace_map = self.namespace_map,
collapse_user=self.collapse_user)
def __iter__(self): def __iter__(self):
return self.__pages return self.__pages
@@ -60,19 +46,13 @@ class WikiqPage():
'restrictions', 'mwpage', '__revisions', 'restrictions', 'mwpage', '__revisions',
'collapse_user') 'collapse_user')
def __init__(self, page, namespace_map, collapse_user=False): def __init__(self, page, collapse_user=False):
self.id = page.id self.id = page.id
self.title = page.title
self.namespace = page.namespace self.namespace = page.namespace
# following mwxml, we assume namespace 0 in cases where self.redirect = page.redirect
# page.namespace is inconsistent with namespace_map
if page.namespace not in namespace_map:
self.title = page.title
page.namespace = 0
if page.namespace != 0:
self.title = ':'.join([namespace_map[page.namespace], page.title])
else:
self.title = page.title
self.restrictions = page.restrictions self.restrictions = page.restrictions
self.collapse_user = collapse_user self.collapse_user = collapse_user
self.mwpage = page self.mwpage = page
self.__revisions = self.rev_list() self.__revisions = self.rev_list()
@@ -96,14 +76,7 @@ class WikiqPage():
else: else:
if self.collapse_user: if self.collapse_user:
# yield if this is the last edit in a seq by a user and reset # yield if this is the last edit in a seq by a user and reset
# also yield if we do know who the user is if not rev.contributor.user_text == prev_rev.contributor.user_text:
if rev.deleted.user or prev_rev.deleted.user:
yield prev_rev
collapsed_revs = 1
rev.collapsed_revs = collapsed_revs
elif not rev.user.text == prev_rev.user.text:
yield prev_rev yield prev_rev
collapsed_revs = 1 collapsed_revs = 1
rev.collapsed_revs = collapsed_revs rev.collapsed_revs = collapsed_revs
@@ -116,7 +89,6 @@ class WikiqPage():
yield prev_rev yield prev_rev
prev_rev = rev prev_rev = rev
# also yield the final time # also yield the final time
yield prev_rev yield prev_rev
@@ -127,13 +99,10 @@ class WikiqPage():
return next(self.__revisions) return next(self.__revisions)
class WikiqParser(): class WikiqParser():
def __init__(self, input_file, output_file, collapse_user=False, persist=None, urlencode=False, namespaces = None):
"""
Parameters:
persist : what persistence method to use. Takes a PersistMethod value
"""
def __init__(self, input_file, output_file, collapse_user=False, persist=False, urlencode=False):
self.input_file = input_file self.input_file = input_file
self.output_file = output_file self.output_file = output_file
self.collapse_user = collapse_user self.collapse_user = collapse_user
@@ -141,11 +110,7 @@ class WikiqParser():
self.printed_header = False self.printed_header = False
self.namespaces = [] self.namespaces = []
self.urlencode = urlencode self.urlencode = urlencode
if namespaces is not None:
self.namespace_filter = set(namespaces)
else:
self.namespace_filter = None
def __get_namespace_from_title(self, title): def __get_namespace_from_title(self, title):
default_ns = None default_ns = None
@@ -172,38 +137,17 @@ class WikiqParser():
dump = WikiqIterator(self.input_file, collapse_user=self.collapse_user) dump = WikiqIterator(self.input_file, collapse_user=self.collapse_user)
# extract list of namspaces # extract list of namspaces
self.namespaces = {ns.name : ns.id for ns in dump.mwiterator.site_info.namespaces} self.namespaces = {ns.name : ns.id for ns in dump.mwiterator.namespaces}
page_count = 0 page_count = 0
rev_count = 0 rev_count = 0
# Iterate through pages # Iterate through pages
for page in dump: for page in dump:
namespace = page.namespace if page.namespace is not None else self.__get_namespace_from_title(page.title) if self.persist:
state = persistence.State()
# skip namespaces not in the filter
if self.namespace_filter is not None:
if namespace not in self.namespace_filter:
continue
rev_detector = mwreverts.Detector()
if self.persist != PersistMethod.none:
window = deque(maxlen=PERSISTENCE_RADIUS) window = deque(maxlen=PERSISTENCE_RADIUS)
if self.persist == PersistMethod.sequence: rev_detector = reverts.Detector()
state = mwpersistence.DiffState(SequenceMatcher(tokenizer = wikitext_split),
revert_radius=PERSISTENCE_RADIUS)
elif self.persist == PersistMethod.segment:
state = mwpersistence.DiffState(SegmentMatcher(tokenizer = wikitext_split),
revert_radius=PERSISTENCE_RADIUS)
# self.persist == PersistMethod.legacy
else:
from mw.lib import persistence
state = persistence.State()
# Iterate through a page's revisions # Iterate through a page's revisions
for rev in page: for rev in page:
@@ -211,28 +155,23 @@ class WikiqParser():
rev_data = {'revid' : rev.id, rev_data = {'revid' : rev.id,
'date_time' : rev.timestamp.strftime('%Y-%m-%d %H:%M:%S'), 'date_time' : rev.timestamp.strftime('%Y-%m-%d %H:%M:%S'),
'articleid' : page.id, 'articleid' : page.id,
'editor_id' : "" if rev.deleted.user == True or rev.user.id is None else rev.user.id, 'editor_id' : "" if rev.contributor.id == None else rev.contributor.id,
'title' : '"' + page.title + '"', 'title' : '"' + page.title + '"',
'namespace' : namespace, 'namespace' : page.namespace if page.namespace else self.__get_namespace_from_title(page.title),
'deleted' : "TRUE" if rev.deleted.text else "FALSE" } 'deleted' : "TRUE" if rev.text.deleted else "FALSE" }
# if revisions are deleted, /many/ things will be missing # if revisions are deleted, /many/ things will be missing
if rev.deleted.text: if rev.text.deleted:
rev_data['text_chars'] = "" rev_data['text_chars'] = ""
rev_data['sha1'] = "" rev_data['sha1'] = ""
rev_data['revert'] = "" rev_data['revert'] = ""
rev_data['reverteds'] = "" rev_data['reverteds'] = ""
else: else:
# rev.text can be None if the page has no text
if not rev.text:
rev.text = ""
# if text exists, we'll check for a sha1 and generate one otherwise # if text exists, we'll check for a sha1 and generate one otherwise
if rev.sha1: if rev.sha1:
text_sha1 = rev.sha1 text_sha1 = rev.sha1
else: else:
text_sha1 = sha1(bytes(rev.text, "utf8")).hexdigest() text_sha1 = sha1(bytes(rev.text, "utf8")).hexdigest()
rev_data['sha1'] = text_sha1 rev_data['sha1'] = text_sha1
@@ -242,7 +181,6 @@ class WikiqParser():
# generate revert data # generate revert data
revert = rev_detector.process(text_sha1, rev.id) revert = rev_detector.process(text_sha1, rev.id)
if revert: if revert:
rev_data['revert'] = "TRUE" rev_data['revert'] = "TRUE"
rev_data['reverteds'] = '"' + ",".join([str(x) for x in revert.reverteds]) + '"' rev_data['reverteds'] = '"' + ",".join([str(x) for x in revert.reverteds]) + '"'
@@ -253,10 +191,10 @@ class WikiqParser():
# if the fact that the edit was minor can be hidden, this might be an issue # if the fact that the edit was minor can be hidden, this might be an issue
rev_data['minor'] = "TRUE" if rev.minor else "FALSE" rev_data['minor'] = "TRUE" if rev.minor else "FALSE"
if not rev.deleted.user: if rev.contributor.user_text:
# wrap user-defined editors in quotes for fread # wrap user-defined editors in quotes for fread
rev_data['editor'] = '"' + rev.user.text + '"' rev_data['editor'] = '"' + rev.contributor.user_text + '"'
rev_data['anon'] = "TRUE" if rev.user.id == None else "FALSE" rev_data['anon'] = "TRUE" if rev.contributor.id == None else "FALSE"
else: else:
rev_data['anon'] = "" rev_data['anon'] = ""
@@ -273,18 +211,12 @@ class WikiqParser():
if self.collapse_user: if self.collapse_user:
rev_data['collapsed_revs'] = rev.collapsed_revs rev_data['collapsed_revs'] = rev.collapsed_revs
if self.persist != PersistMethod.none: if self.persist:
if rev.deleted.text: if rev.text.deleted:
for k in ["token_revs", "tokens_added", "tokens_removed", "tokens_window"]: for k in ["token_revs", "tokens_added", "tokens_removed", "tokens_window"]:
old_rev_data[k] = None old_rev_data[k] = None
else: else:
_, tokens_added, tokens_removed = state.process(rev.text, rev.id, text_sha1)
if self.persist != PersistMethod.legacy:
_, tokens_added, tokens_removed = state.update(rev.text, rev.id)
else:
_, tokens_added, tokens_removed = state.process(rev.text, rev.id, text_sha1)
window.append((rev.id, rev_data, tokens_added, tokens_removed)) window.append((rev.id, rev_data, tokens_added, tokens_removed))
if len(window) == PERSISTENCE_RADIUS: if len(window) == PERSISTENCE_RADIUS:
@@ -304,7 +236,7 @@ class WikiqParser():
rev_count += 1 rev_count += 1
if self.persist != PersistMethod.none: if self.persist:
# print out metadata for the last RADIUS revisions # print out metadata for the last RADIUS revisions
for i, item in enumerate(window): for i, item in enumerate(window):
# if the window was full, we've already printed item 0 # if the window was full, we've already printed item 0
@@ -331,7 +263,7 @@ class WikiqParser():
if self.urlencode: if self.urlencode:
for field in TO_ENCODE: for field in TO_ENCODE:
rev_data[field] = quote(str(rev_data[field])) rev_data[field] = quote(str(rev_data[field]))
if not self.printed_header: if not self.printed_header:
print("\t".join([str(k) for k in sorted(rev_data.keys())]), file=self.output_file) print("\t".join([str(k) for k in sorted(rev_data.keys())]), file=self.output_file)
self.printed_header = True self.printed_header = True
@@ -345,7 +277,7 @@ def open_input_file(input_filename):
elif re.match(r'.*\.gz$', input_filename): elif re.match(r'.*\.gz$', input_filename):
cmd = ["zcat", input_filename] cmd = ["zcat", input_filename]
elif re.match(r'.*\.bz2$', input_filename): elif re.match(r'.*\.bz2$', input_filename):
cmd = ["bzcat", "-dk", input_filename] cmd = ["zcat", input_filename]
try: try:
input_file = Popen(cmd, stdout=PIPE).stdout input_file = Popen(cmd, stdout=PIPE).stdout
@@ -378,35 +310,14 @@ parser.add_argument('-s', '--stdout', dest="stdout", action="store_true",
parser.add_argument('--collapse-user', dest="collapse_user", action="store_true", parser.add_argument('--collapse-user', dest="collapse_user", action="store_true",
help="Operate only on the final revision made by user a user within all sequences of consecutive edits made by a user. This can be useful for addressing issues with text persistence measures.") help="Operate only on the final revision made by user a user within all sequences of consecutive edits made by a user. This can be useful for addressing issues with text persistence measures.")
parser.add_argument('-p', '--persistence', dest="persist", default=None, const='', type=str, choices = ['','segment','sequence','legacy'], nargs='?', parser.add_argument('-p', '--persistence', dest="persist", action="store_true",
help="Compute and report measures of content persistent: (1) persistent token revisions, (2) tokens added, and (3) number of revision used in computing the first measure. This may by slow. Use -p=segment for advanced persistence calculation method that is robust to content moves. This might be very slow. Use -p=legacy for legacy behavior.") help="Compute and report measures of content persistent: (1) persistent token revisions, (2) tokens added, and (3) number of revision used in computing the first measure.")
parser.add_argument('-u', '--url-encode', dest="urlencode", action="store_true", parser.add_argument('-u', '--url-encode', dest="urlencode", action="store_true",
help="Output url encoded text strings. This works around some data issues like newlines in editor names. In the future it may be used to output other text data.") help="Output url encoded text strings. This works around some data issues like newlines in editor names. In the future it may be used to output other text data.")
parser.add_argument('-n', '--namespace-include', dest="namespace_filter", type=int, action='append',
help="Id number of namspace to include.")
args = parser.parse_args() args = parser.parse_args()
# set persistence method
if args.persist is None:
persist = PersistMethod.none
elif args.persist == "segment":
persist = PersistMethod.segment
elif args.persist == "legacy":
persist = PersistMethod.legacy
else:
persist = PersistMethod.sequence
if args.namespace_filter is not None:
namespaces = args.namespace_filter
else:
namespaces = None
if len(args.dumpfiles) > 0: if len(args.dumpfiles) > 0:
for filename in args.dumpfiles: for filename in args.dumpfiles:
input_file = open_input_file(filename) input_file = open_input_file(filename)
@@ -427,9 +338,9 @@ if len(args.dumpfiles) > 0:
wikiq = WikiqParser(input_file, output_file, wikiq = WikiqParser(input_file, output_file,
collapse_user=args.collapse_user, collapse_user=args.collapse_user,
persist=persist, persist=args.persist,
urlencode=args.urlencode, urlencode=args.urlencode)
namespaces = namespaces)
wikiq.process() wikiq.process()
@@ -439,10 +350,8 @@ if len(args.dumpfiles) > 0:
else: else:
wikiq = WikiqParser(sys.stdin, sys.stdout, wikiq = WikiqParser(sys.stdin, sys.stdout,
collapse_user=args.collapse_user, collapse_user=args.collapse_user,
persist=persist, persist=args.persist,
persist_legacy=args.persist_legacy, urlencode=args.urlencode)
urlencode=args.urlencode,
namespaces = namespaces)
wikiq.process() wikiq.process()
# stop_words = "a,able,about,across,after,all,almost,also,am,among,an,and,any,are,as,at,be,because,been,but,by,can,cannot,could,dear,did,do,does,either,else,ever,every,for,from,get,got,had,has,have,he,her,hers,him,his,how,however,i,if,in,into,is,it,its,just,least,let,like,likely,may,me,might,most,must,my,neither,no,nor,not,of,off,often,on,only,or,other,our,own,rather,said,say,says,she,should,since,so,some,than,that,the,their,them,then,there,these,they,this,tis,to,too,twas,us,wants,was,we,were,what,when,where,which,while,who,whom,why,will,with,would,yet,you,your" # stop_words = "a,able,about,across,after,all,almost,also,am,among,an,and,any,are,as,at,be,because,been,but,by,can,cannot,could,dear,did,do,does,either,else,ever,every,for,from,get,got,had,has,have,he,her,hers,him,his,how,however,i,if,in,into,is,it,its,just,least,let,like,likely,may,me,might,most,must,my,neither,no,nor,not,of,off,often,on,only,or,other,our,own,rather,said,say,says,she,should,since,so,some,than,that,the,their,them,then,there,these,they,this,tis,to,too,twas,us,wants,was,we,were,what,when,where,which,while,who,whom,why,will,with,would,yet,you,your"