refactor regex matching in a tidier object oriented style
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414cc5ff2d
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02b3250a36
196
wikiq
196
wikiq
@ -34,55 +34,6 @@ def calculate_persistence(tokens_added):
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return(sum([(len(x.revisions)-1) for x in tokens_added]),
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len(tokens_added))
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def matchmake(scanned_content, rev_data, regex, label):
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p = re.compile(regex)
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temp_dict = {}
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# if there are named capture groups in the regex
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if bool(p.groupindex):
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capture_groups = list(p.groupindex.keys())
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# initialize the {capture_group_name:list} for each capture group
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for cap_group in capture_groups:
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temp_dict["{}_{}".format(label, cap_group)] = []
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# if there are matches of some sort in this revision content, fill the lists for each cap_group
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if p.search(scanned_content) is not None:
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m = re.finditer(p,scanned_content)
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matchobjects = list(m)
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for cap_group in capture_groups:
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temp_list = []
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for match in matchobjects:
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# we only want to add the match for the capture group if the match is not None
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if match.group(cap_group) != None:
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temp_list.append(match.group(cap_group))
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# if temp_list of matches is empty just make that column None
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if len(temp_list)==0:
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temp_dict["{}_{}".format(label, cap_group)] = None
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# else we put in the list we made in the for-loop above
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else:
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temp_dict["{}_{}".format(label, cap_group)] = ', '.join(temp_list)
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# there are no matches at all in this revision content, we default values to None
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else:
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for cap_group in capture_groups:
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temp_dict["{}_{}".format(label, cap_group)] = None
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# there are no capture groups, we just search for all the matches of the regex
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else:
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#given that there are matches to be made
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if p.search(scanned_content) is not None:
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m = p.findall(scanned_content)
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temp_dict[label] = ', '.join(m)
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else:
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temp_dict[label] = None
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# update rev_data with our new columns
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rev_data.update(temp_dict)
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# print(rev_data.keys())
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return rev_data
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class WikiqIterator():
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def __init__(self, fh, collapse_user=False):
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@ -176,13 +127,70 @@ class WikiqPage():
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def __next__(self):
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return next(self.__revisions)
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class RegexPair(object):
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def __init__(self, pattern, label):
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self.pattern = re.compile(pattern)
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self.label = label
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self.has_groups = bool(self.pattern.groupindex)
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if self.has_groups:
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self.capture_groups = list(self.pattern.groupindex.keys())
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def _make_key(self, cap_group):
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return ("{}_{}".format(self.label, cap_group))
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def matchmake(self, content, rev_data):
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temp_dict = {}
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# if there are named capture groups in the regex
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if self.has_groups:
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# initialize the {capture_group_name:list} for each capture group
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# if there are matches of some sort in this revision content, fill the lists for each cap_group
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if self.pattern.search(content) is not None:
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m = self.pattern.finditer(content)
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matchobjects = list(m)
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for cap_group in self.capture_groups:
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key = self._make_key(cap_group)
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temp_list = []
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for match in matchobjects:
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# we only want to add the match for the capture group if the match is not None
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if match.group(cap_group) != None:
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temp_list.append(match.group(cap_group))
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# if temp_list of matches is empty just make that column None
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if len(temp_list)==0:
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temp_dict[key] = None
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# else we put in the list we made in the for-loop above
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else:
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temp_dict[key] = ', '.join(temp_list)
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# there are no matches at all in this revision content, we default values to None
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else:
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for cap_group in self.capture_groups:
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key = self._make_key(cap_group)
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temp_dict[key] = None
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# there are no capture groups, we just search for all the matches of the regex
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else:
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#given that there are matches to be made
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if self.pattern.search(content) is not None:
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m = self.pattern.findall(content)
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temp_dict[self.label] = ', '.join(m)
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else:
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temp_dict[self.label] = None
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# update rev_data with our new columns
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rev_data.update(temp_dict)
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return rev_data
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class WikiqParser():
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def __init__(self, input_file, output_file, regex_match_revision, regex_match_comment, regex_revision_label, regex_comment_label, collapse_user=False, persist=None, urlencode=False, namespaces = None, revert_radius=15):
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"""
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Parameters:
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persist : what persistence method to use. Takes a PersistMethod value
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"""
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self.input_file = input_file
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self.output_file = output_file
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self.collapse_user = collapse_user
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@ -191,16 +199,41 @@ class WikiqParser():
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self.namespaces = []
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self.urlencode = urlencode
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self.revert_radius = revert_radius
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self.regex_match_revision = regex_match_revision
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self.regex_revision_label = regex_revision_label
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self.regex_match_comment = regex_match_comment
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self.regex_comment_label = regex_comment_label
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if namespaces is not None:
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self.namespace_filter = set(namespaces)
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else:
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self.namespace_filter = None
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self.regex_revision_pairs = self.make_matchmake_pairs(regex_match_revision, regex_revision_label)
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self.regex_comment_pairs = self.make_matchmake_pairs(regex_match_comment, regex_comment_label)
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def make_matchmake_pairs(self, patterns, labels):
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if (patterns is not None and labels is not None) and \
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(len(patterns) == len(labels)):
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return [RegexPair(pattern, label) for pattern, label in zip(patterns, labels)]
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elif (patterns is None and labels is None):
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return []
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else:
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sys.exit('Each regular expression *must* come with a corresponding label and vice versa.')
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def matchmake(self, rev, rev_data):
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rev_data = self.matchmake_revision(rev.text, rev_data)
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rev_data = self.matchmake_comment(rev.comment, rev_data)
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return rev_data
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def matchmake_revision(self, text, rev_data):
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return self.matchmake_pairs(text, rev_data, self.regex_revision_pairs)
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def matchmake_comment(self, comment, rev_data):
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return self.matchmake_pairs(comment, rev_data, self.regex_comment_pairs)
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def matchmake_pairs(self, text, rev_data, pairs):
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for pair in pairs:
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rev_data = pair.matchmake(text, rev_data)
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return rev_data
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def __get_namespace_from_title(self, title):
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default_ns = None
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@ -243,10 +276,8 @@ class WikiqParser():
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if namespace not in self.namespace_filter:
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continue
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# print(self.revert_radius)
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rev_detector = mwreverts.Detector(radius = self.revert_radius)
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if self.persist != PersistMethod.none:
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window = deque(maxlen=PERSISTENCE_RADIUS)
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@ -267,50 +298,17 @@ class WikiqParser():
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for rev in page:
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# initialize rev_data
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rev_data = {}
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rev_data = {
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'revid':rev.id,
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'date_time' : rev.timestamp.strftime('%Y-%m-%d %H:%M:%S'),
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'articleid' : page.id,
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'editor_id' : "" if rev.deleted.user == True or rev.user.id is None else rev.user.id,
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'title' : '"' + page.title + '"',
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'namespace' : namespace,
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'deleted' : "TRUE" if rev.deleted.text else "FALSE"
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}
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# if the command line args only gave a label (and no regular expression is given)
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if (self.regex_revision_label != None and self.regex_match_revision == None) or (self.regex_comment_label != None and self.regex_match_comment == None):
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sys.exit('The given regex label(s) has no corresponding regex to search for.')
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# if there's anything in the list of regex_match_revision
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if self.regex_match_revision is not None:
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if (self.regex_revision_label == None) or (len(self.regex_match_revision) != len(self.regex_revision_label)):
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sys.exit('Each regular expression *must* come with a corresponding label and vice versa.')
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# initialize and construct the list of regex-label tuples
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pairs = []
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for i in range(0,len(self.regex_match_revision)):
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pairs.append((self.regex_match_revision[i], self.regex_revision_label[i]))
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# for each regex/label pair, we now run matchmake to check and output columns
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for pair in pairs:
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# pair[0] corresponds to the regex, pair[1] to the label
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rev_data = matchmake(rev.text, rev_data, pair[0], pair[1])
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# if there's anything in the list of regex_match_comment
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if self.regex_match_comment is not None:
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if (self.regex_comment_label == None) or (len(self.regex_match_comment) != len(self.regex_comment_label)):
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sys.exit('Each regular expression *must* come with a corresponding label and vice versa.')
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# initialize and construct the list of regex-label tuples
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pairs = []
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for i in range(0,len(self.regex_match_comment)):
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pairs.append((self.regex_match_comment[i], self.regex_comment_label[i]))
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# for each regex/label pair, we now run matchmake to check and output columns
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for pair in pairs:
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# pair[0] corresponds to the regex, pair[1] to the label
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rev_data = matchmake(rev.comment, rev_data, pair[0], pair[1])
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# we fill out the rest of the data structure now
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rev_data['revid'] = rev.id
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rev_data['date_time'] = rev.timestamp.strftime('%Y-%m-%d %H:%M:%S')
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rev_data['articleid'] = page.id
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rev_data['editor_id'] = "" if rev.deleted.user == True or rev.user.id is None else rev.user.id
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rev_data['title'] = '"' + page.title + '"'
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rev_data['namespace'] = namespace
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rev_data['deleted'] = "TRUE" if rev.deleted.text else "FALSE"
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rev_data = self.matchmake(rev, rev_data)
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# if revisions are deleted, /many/ things will be missing
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if rev.deleted.text:
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