How to use the revscoring.features.wikitext.revision.template_names_matching function in revscoring

"""
Turkish Wikipedia
+++++++++++++++++
"""

from revscoring.features import wikitext
from revscoring.features.modifiers import max, sub

from . import wikipedia

cite_templates = wikitext.revision.template_names_matching(
    r"Kaynak|.*[ _]kaynağı",
    name="trwiki.revision.cite_templates")
proportion_of_templated_references = \
    cite_templates / max(wikitext.revision.ref_tags, 1)
non_templated_references = max(wikitext.revision.ref_tags - cite_templates, 0)
non_cite_templates = sub(
    wikitext.revision.templates, cite_templates,
    name="trwiki.revision.non_cite_templates"
)
infobox_templates = wikitext.revision.template_names_matching(
    r".*[ _]bilgi[ _]kutusu",
    name="trwiki.revision.infobox_templates")

# Copied (2015-10-29) from:
# https://fr.wikipedia.org/wiki/Wikip%C3%A9dia:Citez_vos_sources#R.C3.A9clamation_et_contestation_de_sources
cn_templates = wikitext.revision.template_names_matching(

r"Référence[ _]obsolète", r"À[ _]sourcer",
                     r"Sources[ _]secondaires", r"BPV[ _]à[ _]sourcer"]
lvl3_cn_templates = wikitext.revision.template_names_matching(
    "|".join(LVL3_CN_TEMPLATES),
    name="frwiki.revision.lvl3_cn_templates")

LVL4_CN_TEMPLATES = [r"À[ _]prouver", r"Faut[ _]sourcer"]
lvl4_cn_templates = wikitext.revision.template_names_matching(
    "|".join(LVL4_CN_TEMPLATES),
    name="frwiki.revision.lvl4_cn_templates")

LVL5_CN_TEMPLATES = [r"À[ _]vérifier", r"Vérifiabilité"]
lvl5_cn_templates = wikitext.revision.template_names_matching(
    "|".join(LVL5_CN_TEMPLATES),
    name="frwiki.revision.lvl5_cn_templates")
main_article_templates = wikitext.revision.template_names_matching(
    r"Article[ _](principal|détaillé)",
    name="frwiki.main_article_templates")
date_templates = wikitext.revision.template_names_matching(
    r"date",
    name="frwiki.revision.date_templates")

# Links
category_links = wikitext.revision.wikilink_titles_matching(
    r"Category|Catégorie\:", name="frwiki.revision.category_links")
image_links = wikitext.revision.wikilink_titles_matching(
    r"File|Image|Fichier\:", name="frwiki.revision.image_links")

local_wiki = [
    image_links,
    image_links / max(wikitext.revision.content_chars, 1),
    category_links,

"""

from revscoring.datasources.meta import filters, mappers
from revscoring.features import wikitext
from revscoring.features.meta import aggregators
from revscoring.features.modifiers import log, max
from revscoring.features.wikitext.datasources import Revision
from revscoring.languages import basque, english, spanish

from . import wikipedia

# Templates
infobox_templates = wikitext.revision.template_names_matching(
    r"[\w\s_]*infotaula[ _]automatikoa$",
    name="euwiki.revision.infobox_templates")
cn_templates = wikitext.revision.template_names_matching(
    r"erref[ _]behar", name="euwiki.revision.cn_templates")

# Links
# Excluding category_links based on https://phabricator.wikimedia.org/T240467
# category_links = wikitext.revision.wikilink_titles_matching(
#    r"(Kategoria|Category)\:", name="euwiki.revision.category_links")
image_links = wikitext.revision.wikilink_titles_matching(
    r"(File|Image|Fitxategi)\:", name="euwiki.revision.image_links")

# References
revision = Revision(
    "euwiki.revision.revision",
    wikitext.revision.datasources,
)
paragraphs = mappers.map(
    str, revision.paragraphs_sentences_and_whitespace,

"|".join(MAIN_TEMPLATES), name="ptwiki.main_article_templates")
CITE_TEMPLATES = [
    r"Cite",
    r"Citar",
    r"Harvard[_ ]citation[_ ]no[_ ]brackets", r"harvnb",
    r"Harvard[_ ]citation", r"harv",
    r"harvtxt",
    r"Harvcoltxt",
    r"Harvcol",
    r"Harvcolnb",
    r"Harvard citations", r"harvs",
    r"Harvp"
]
cite_templates = wikitext.revision.template_names_matching(
    "|".join(CITE_TEMPLATES), name="ptwiki.revision.cite_templates")
shortened_footnote_templates = wikitext.revision.template_names_matching(
    r"sfn", name="ptwiki.revision.shortened_footnote_templates")
all_ref_tags = shortened_footnote_templates + wikitext.revision.ref_tags
all_cite_templates = cite_templates + shortened_footnote_templates
proportion_of_templated_references = \
    all_cite_templates / max(all_ref_tags, 1)
non_templated_references = max(all_ref_tags - all_cite_templates, 0)
non_cite_templates = sub(
    wikitext.revision.templates, all_cite_templates,
    name="ptwiki.revision.non_cite_templates"
)

# Links
category_links = wikitext.revision.wikilink_titles_matching(
    r"(Category|Categoria)\s*\:", name="ptwiki.revision.category_links")

image_links = wikitext.revision.wikilink_titles_matching(

non_templated_references = max(wikitext.revision.ref_tags - cite_templates, 0)
non_cite_templates = sub(
    wikitext.revision.templates, cite_templates,
    name="trwiki.revision.non_cite_templates"
)
infobox_templates = wikitext.revision.template_names_matching(
    r".*[ _]bilgi[ _]kutusu",
    name="trwiki.revision.infobox_templates")

# Copied (2015-10-29) from:
# https://fr.wikipedia.org/wiki/Wikip%C3%A9dia:Citez_vos_sources#R.C3.A9clamation_et_contestation_de_sources
cn_templates = wikitext.revision.template_names_matching(
    r"Kaynak[ _]belirt|Olgu|Fact|Delil",
    name="trwiki.revision.lvl1_cn_templates")

main_article_templates = wikitext.revision.template_names_matching(
    r"Ana|Anamadde",
    name="trwiki.main_article_templates")

# Links
category_links = wikitext.revision.wikilink_titles_matching(
    r"Category|Kategori\:", name="trwiki.revision.category_links")
image_links = wikitext.revision.wikilink_titles_matching(
    r"File|Image|Resim\:", name="rrwiki.revision.image_links")

local_wiki = [
    image_links,
    image_links / max(wikitext.revision.content_chars, 1),
    category_links,
    category_links / max(wikitext.revision.content_chars, 1),
    cite_templates,
    cite_templates / max(wikitext.revision.content_chars, 1),

from revscoring.features.modifiers import sub
from revscoring.languages import english

from . import mediawiki, wikipedia, wikitext

local_wiki = [
    revision_oriented.revision.comment_matches(
        r"copy|edit|npov|wp:?el",
        name="enwiki.revision.comment.has_known_word"
    ),
    revision_oriented.revision.comment_matches(
        r"\[\[WP:AES\|←\]\]",
        name="enwiki.revision.comment.is_aes"
    ),
    sub(
        wikitext_features.revision.template_names_matching(r"^cite"),
        wikitext_features.revision.parent.template_names_matching(r"^cite"),
        name="enwiki.revision.diff.cite_templates_added"
    )
]

badwords = [
    english.badwords.revision.diff.match_delta_sum,
    english.badwords.revision.diff.match_delta_increase,
    english.badwords.revision.diff.match_delta_decrease,
    english.badwords.revision.diff.match_prop_delta_sum,
    english.badwords.revision.diff.match_prop_delta_increase,
    english.badwords.revision.diff.match_prop_delta_decrease
]

informals = [
    english.informals.revision.diff.match_delta_sum,

"""
Basque Wikipedia
++++++++++++++++
"""

from revscoring.datasources.meta import filters, mappers
from revscoring.features import wikitext
from revscoring.features.meta import aggregators
from revscoring.features.modifiers import log, max
from revscoring.features.wikitext.datasources import Revision
from revscoring.languages import basque, english, spanish

from . import wikipedia

# Templates
infobox_templates = wikitext.revision.template_names_matching(
    r"[\w\s_]*infotaula[ _]automatikoa$",
    name="euwiki.revision.infobox_templates")
cn_templates = wikitext.revision.template_names_matching(
    r"erref[ _]behar", name="euwiki.revision.cn_templates")

# Links
# Excluding category_links based on https://phabricator.wikimedia.org/T240467
# category_links = wikitext.revision.wikilink_titles_matching(
#    r"(Kategoria|Category)\:", name="euwiki.revision.category_links")
image_links = wikitext.revision.wikilink_titles_matching(
    r"(File|Image|Fitxategi)\:", name="euwiki.revision.image_links")

# References
revision = Revision(
    "euwiki.revision.revision",
    wikitext.revision.datasources,

"""
Persian Wikipedia
+++++++++++++++++
"""

from revscoring.features import wikitext
from revscoring.features.meta import aggregators
from revscoring.features.modifiers import max, sub, log
from revscoring.features.wikitext.datasources import Revision
from revscoring.datasources.meta import mappers, filters

from . import wikipedia

# Templates
infobox_templates = wikitext.revision.template_names_matching(
    r"infobox|جعبه", name="fawiki.revision.infobox_templates")
CN_TEMPLATES = [
    r"Citation[_ ]needed",
    r"Cn",
    r"Fact",
    r"مدرک"
]
cn_templates = wikitext.revision.template_names_matching(
    "|".join(CN_TEMPLATES), name="fawiki.revision.cn_templates")
who_templates = wikitext.revision.template_names_matching(
    "Who|چه کسی|چه‌کسی", name="fawiki.revision.who_templates")
main_article_templates = wikitext.revision.template_names_matching(
    "Main|اصلی", name="fawiki.main_article_templates")
cite_templates = wikitext.revision.template_names_matching(
    r"cite|یادکرد", name="fawiki.revision.cite_templates")
proportion_of_templated_references = \