      It works relatively fast because it runs line by line, irrelevant of which article the intrawiki is from.
      """
      with bz2.open(wikipedia_input, mode="rb") as file:
          line = file.readline()
          cnt = 0
          while line and (not limit or cnt < limit):
              if cnt % 25000000 == 0:
                  logger.info("processed {} lines of Wikipedia XML dump".format(cnt))
              clean_line = line.strip().decode("utf-8")
  
 
</s> remove     The full file takes about 2h to parse 1100M lines.
    It works relatively fast because it runs line by line, irrelevant of which article the intrawiki is from.
 </s> add     The full file takes about 2-3h to parse 1100M lines.
    It works relatively fast because it runs line by line, irrelevant of which article the intrawiki is from,
    though dev test articles are excluded in order not to get an artificially strong baseline. </s> remove             if cnt % 25000000 == 0:
 </s> add             if cnt % 25000000 == 0 and cnt > 0: </s> remove             if cnt % 500000 == 0:
                logger.info("processed {} lines of WikiData dump".format(cnt))
 </s> add             if cnt % 500000 == 0 and cnt > 0:
                logger.info("processed {} lines of WikiData JSON dump".format(cnt)) </s> remove     with gzip.open(wikidata_file, mode='rb') as file:
 </s> add     with bz2.open(wikidata_file, mode='rb') as file:
      It works relatively fast because it runs line by line, irrelevant of which article the intrawiki is from.
      """
      with bz2.open(wikipedia_input, mode="rb") as file:
          line = file.readline()

          while line and (not limit or cnt < limit):
              if cnt % 25000000 == 0:
                  logger.info("processed {} lines of Wikipedia XML dump".format(cnt))
              clean_line = line.strip().decode("utf-8")
  
keep keep keep keep replace keep keep keep keep keep
 KB extensions and better parsing of WikiData (#4375)

* fix overflow error on windows

* more documentation & logging fixes

* md fix

* 3 different limit parameters to play with execution time

* bug fixes directory locations

* small fixes

* exclude dev test articles from prior probabilities stats

* small fixes

* filtering wikidata entities, removing numeric and meta items

* adding aliases from wikidata also to the KB

* fix adding WD aliases

* adding also new aliases to previously added entities

* fixing comma's

* small doc fixes

* adding subclassof filtering

* append alias functionality in KB

* prevent appending the same entity-alias pair

* fix for appending WD aliases

* remove date filter

* remove unnecessary import

* small corrections and reformatting

* remove WD aliases for now (too slow)

* removing numeric entities from training and evaluation

* small fixes

* shortcut during prediction if there is only one candidate

* add counts and fscore logging, remove FP NER from evaluation

* fix entity_linker.predict to take docs instead of single sentences

* remove enumeration sentences from the WP dataset

* entity_linker.update to process full doc instead of single sentence

* spelling corrections and dump locations in readme

* NLP IO fix

* reading KB is unnecessary at the end of the pipeline

* small logging fix

* remove empty files 
bin/wiki_entity_linking/wikipedia_processor.py