Add revscoring models

[isaranto]

Add support for all revscoring models to the client. Because of the required modifications to the base_url for the revscoring models we modify the init.py function to match the xxwiki-modeltype pattern.

get prediction

from liftwing import RevscoringModel

client = RevscoringModel(model_type="damaging", wikicode="enwiki")
print(client.request(payload={"rev_id": 123456}))

Use the optional extended_output value:

from liftwing import RevscoringModel

client = RevscoringModel(model_type="damaging", wikicode="enwiki")

print(client.request(payload={"rev_id": 123456, "extended_output": True}))

Response

{'enwiki': {'models': {'damaging': {'version': '0.5.1'}}, 'scores': {'123456': {'damaging': {'score': {'prediction': False, 
'probability': {'false': 0.8914328685316926, 'true': 0.10856713146830739}}, 'features': 
{'feature.revision.page.is_articleish': True, 'feature.revision.page.is_mainspace': True, 
'feature.revision.page.is_draftspace': False, 'feature.wikitext.revision.parent.chars': 622.0, 
'feature.len(<datasource.tokenized(datasource.revision.parent.text)>)': 223.0, 
'feature.len(<datasource.wikitext.revision.parent.words>)': 100.0, 
'feature.len(<datasource.wikitext.revision.parent.uppercase_words>)': 0.0, 'feature.wikitext.revision.parent.headings': 0.0, 
'feature.wikitext.revision.parent.wikilinks': 7.0, 'feature.wikitext.revision.parent.external_links': 0.0, 
'feature.wikitext.revision.parent.templates': 0.0, 'feature.wikitext.revision.parent.ref_tags': 0.0, 
'feature.len(<datasource.wikitext.revision.parent.markups>)': 16.0, 'feature.wikitext.revision.diff.markup_delta_sum': 0.0, 
'feature.wikitext.revision.diff.markup_delta_increase': 0.0, 'feature.wikitext.revision.diff.markup_delta_decrease': 0.0, 
'feature.wikitext.revision.diff.markup_prop_delta_sum': 0.0, 'feature.wikitext.revision.diff.markup_prop_delta_increase': 
0.0, 'feature.wikitext.revision.diff.markup_prop_delta_decrease': 0.0, 'feature.wikitext.revision.diff.number_delta_sum': 0.0, 
'feature.wikitext.revision.diff.number_delta_increase': 0.0, 'feature.wikitext.revision.diff.number_delta_decrease': 0.0, 
'feature.wikitext.revision.diff.number_prop_delta_sum': 0.0, 'feature.wikitext.revision.diff.number_prop_delta_increase': 
0.0, 'feature.wikitext.revision.diff.number_prop_delta_decrease': 0.0, 
'feature.wikitext.revision.diff.uppercase_word_delta_sum': 0.0, 
'feature.wikitext.revision.diff.uppercase_word_delta_increase': 0.0, 
'feature.wikitext.revision.diff.uppercase_word_delta_decrease': 0.0, 
'feature.wikitext.revision.diff.uppercase_word_prop_delta_sum': 0.0, 
'feature.wikitext.revision.diff.uppercase_word_prop_delta_increase': 0.0, 
'feature.wikitext.revision.diff.uppercase_word_prop_delta_decrease': 0.0, 'feature.wikitext.revision.chars': 621.0, 
'feature.len(<datasource.tokenized(datasource.revision.text)>)': 223.0, 
'feature.len(<datasource.wikitext.revision.words>)': 100.0, 'feature.len(<datasource.wikitext.revision.markups>)': 16.0,
 'feature.wikitext.revision.headings': 0.0, 'feature.wikitext.revision.external_links': 0.0, 'feature.wikitext.revision.wikilinks': 
7.0, 'feature.wikitext.revision.templates': 0.0, 'feature.wikitext.revision.tags': 1.0, 'feature.wikitext.revision.parent.tags': 1.0, 
'feature.wikitext.revision.ref_tags': 0.0, 'feature.revision.diff.longest_new_token': 1, 
'feature.revision.diff.longest_new_repeated_char': 1, 'feature.revision.user.is_bot': False, 
'feature.revision.user.has_advanced_rights': False, 'feature.revision.user.is_admin': False, 
'feature.revision.user.is_trusted': False, 'feature.revision.user.is_patroller': False, 'feature.revision.user.is_curator': False, 
'feature.revision.user.is_anon': False, 'feature.temporal.revision.user.seconds_since_registration': 12696497,
 'feature.revision.comment.suggests_section_edit': False, 'feature.revision.comment.has_link': False, 
'feature.english.badwords.revision.diff.match_delta_sum': 0, 
'feature.english.badwords.revision.diff.match_delta_increase': 0, 
'feature.english.badwords.revision.diff.match_delta_decrease': 0, 
'feature.english.badwords.revision.diff.match_prop_delta_sum': 0.0, 
'feature.english.badwords.revision.diff.match_prop_delta_increase': 0.0, 
'feature.english.badwords.revision.diff.match_prop_delta_decrease': 0.0, 
'feature.english.informals.revision.diff.match_delta_sum': 0, 'feature.english.informals.revision.diff.match_delta_increase':
 0, 'feature.english.informals.revision.diff.match_delta_decrease': 0, 
'feature.english.informals.revision.diff.match_prop_delta_sum': 0.0, 
'feature.english.informals.revision.diff.match_prop_delta_increase': 0.0, 
'feature.english.informals.revision.diff.match_prop_delta_decrease': 0.0, 
'feature.english.dictionary.revision.diff.dict_word_delta_sum': 0, 
'feature.english.dictionary.revision.diff.dict_word_delta_increase': 2, 
'feature.english.dictionary.revision.diff.dict_word_delta_decrease': -2, 
'feature.english.dictionary.revision.diff.dict_word_prop_delta_sum': 0.0, 
'feature.english.dictionary.revision.diff.dict_word_prop_delta_increase': 2.0, 
'feature.english.dictionary.revision.diff.dict_word_prop_delta_decrease': -2.0, 
'feature.english.dictionary.revision.diff.non_dict_word_delta_sum': 0, 
'feature.english.dictionary.revision.diff.non_dict_word_delta_increase': 0, 
'feature.english.dictionary.revision.diff.non_dict_word_delta_decrease': 0, 
'feature.english.dictionary.revision.diff.non_dict_word_prop_delta_sum': 0.0, 
'feature.english.dictionary.revision.diff.non_dict_word_prop_delta_increase': 0.0, 
'feature.english.dictionary.revision.diff.non_dict_word_prop_delta_decrease': 0.0}}}}}}

[kevinbazira]

LGTM!