きっかけ
唐突にHTMLをJSON形式に変形したい衝動に駆られたので書きました。
ついでにセレクタ機能もどきもつけてみようかと。
このセレクタ機能もどきを使えばQiitaのトップページから2行でトレンド情報のJSONを抜き出せます。
構造
・ディクショナリクラスを継承して、辞書としての機能のほか、タグや親（子）要素、テキストなどの情報を個別に保持できるクラス
・HTMLの各タグを上記クラスに加工する関数
・おまけのHTTPリクエストから加工までやってくれる関数
以上
実装
html2json.py
import re
class html(dict):
def __init__(self, tag, parent=None, attributes={}):
super(html, self).__init__(attributes)
self.tag = tag
self.parent = parent
self.attributes = attributes
self.child = []
self.text = ''
self.innerText = ''
self.__dict__.update(
{re.sub("[-\s]", "_", k): v
for k, v in attributes.items()})
if tag:
self.jq = self.parent.jq
else:
self.jq = {}
def addChild(self, child, attributes={}):
c = html(child, self, attributes)
if child in self.child:
if type(self[child]) != list:
self[child] = [self[child], c]
else:
self[child].append(c)
else:
self[child] = c
self.child.append(child)
for k, v in attributes.items():
t = '#' + v if k == 'id' else '.' + v if k == 'class' else f'{k}="{v}"'
if t in self.jq.keys():
if type(self.jq[t]) == list:
self.jq[t].append(c)
else:
self.jq[t] = [self.jq[t], c]
else:
self.jq[t] = c
t = child
if t in self.jq.keys():
if type(self.jq[t]) == list:
self.jq[t].append(c)
else:
self.jq[t] = [self.jq[t], c]
else:
self.jq[t] = c
return c
def atext(self, t, inner=True):
if t:
self.text += ("\n" + t) if self.text else t
if inner: self.innerText += t
if self.parent:
self.parent.atext(t, False)
def parse2json(h):
a = html("")
k = 0
p = a
singlet = set(re.findall("</?(\S+?)(?:\s.*?)?>", h)) ^ set(
re.findall("</(\S+?)>", h))
scripts = (s for s in re.findall("<script.*?>(.*?)</script>", " ".join(
h.splitlines())))
h = re.sub("(<script.*?>).*?(</script>)", "\\1\\2",
" ".join(h.splitlines()))
styles = (s for s in re.findall("<style.*?>(.*?)</style>", h))
h = re.sub("(<style.*?>).*?(</style>)", "\\1\\2", h)
for i in re.finditer('<(.+?)(\s.+?)?>', h):
tag = i.group(1)
attr = dict(re.findall('\s?(.+?)="(.+?)"',
i.group(2))) if i.group(2) else {}
p.atext(h[k:i.span()[0]])
k = i.span()[1]
if tag[1:] == p.tag:
p = p.parent
elif tag in singlet or i.group(0)[-2] == '/':
if not attr: continue
else: p.addChild(tag, attr)
else:
p = p.addChild(tag, attr)
if tag == "script": p.text = scripts.__next__()
elif tag == "style": p.text = styles.__next__()
return a
def url2json(url, headers={}):
from requests import get
resp = get(url, headers=headers)
resp.encoding = 'utf-8'
return parse2json(resp.text)
機能の紹介
htmlクラスのメンバ
.tag: タグ
.parent: 親要素
.child: 子要素（リスト）
.text: タグ内のテキスト要素(子要素のテキストを含む)
.innerText: タグ直下のテキスト要素（script, styleは対象外）
.attributes: 属性及びその値（辞書）
.jq: jQuery的なセレクタをちょっとだけ再現した辞書（使い方は使用例を参照）
.addChild(追加する子要素のタグ名(str), その属性（値）(dict)): 子要素を追加する関数
.aText(追加するテキスト(str), innerTextか(bool)): テキスト要素を追加する関数
parse2json(HTML(str))
str型のHTMLを受け取ってJSON形式(dict)に加工して返す関数
url2json(URL(str), headers = {}(dict))
str型のURLを受け取ってHTTPリクエスト、得られたHTTPをparse2json()に渡した戻り値を返す関数。
第2引数でheadersを指定可能。
使用例
jQueryを意識してjqという名前の辞書（htmlクラスのメンバ変数）にタグや属性に対応する要素の参照が格納されています。
jq['タグ名']や、jq['.クラス名']、jq['#id']、jq['属性="属性値"']といった形で解析できます。あくまで辞書なので複数条件で検索するなどは出来ません。
試しにQiitaのトップページからトレンドを取得してみたいと思います。
from html2json import *
j = url2json("https://qiita.com/")
# もしくはHTTPのstrを直接渡して、
# from requests import get
# text = get("https://qiita.com/").text
# j = parse2json(text)
j
出力
out
{'html': {'head': {'meta': [{'charset': 'utf-8'},
{'content': 'Qiitaは、プログラマのための技術情報共有サービスです。 プログラミングに関するTips、ノウハウ、メモを簡単に記録 &amp; 公開することができます。',
'name': 'description'},
{'content': 'width=device-width,initial-scale=1,shrink-to-fit=no',
'name': 'viewport'},
{'content': '#55c500', 'name': 'theme-color'},
{'content': 'XWpkTG32-_C4joZoJ_UsmDUi-zaH-hcrjF6ZC_FoFbk',
'name': 'google-site-verification'},
{'name': 'csrf-param', 'content': 'authenticity_token'},
{'name': 'csrf-token',
'content': 'tqC/csmcj10fm/D8PW+LEYKMny+rvfyb1br8mHfXy480ajaywVIGanwR1gAYOLPsJ6bKnk7iayPSzQ+JfpXIYw=='},
{'name': 'twitter:card', 'content': 'summary'},
{'content': '@Qiita', 'name': 'twitter:site'},
{'property': 'og:type', 'content': 'website'},
{'property': 'og:title', 'content': 'プログラマの技術情報共有サービス - Qiita'},
{'property': 'og:image',
'content': 'https://cdn.qiita.com/assets/qiita-fb-fe28c64039d925349e620ba55091e078.png'},
{'property': 'og:description',
'content': 'Qiitaは、プログラマのための技術情報共有サービスです。 プログラミングに関するTips、ノウハウ、メモを簡単に記録 &amp; 公開することができます。'},
{'content': 'https://qiita.com/', 'property': 'og:url'},
{'content': 'Qiita', 'property': 'og:site_name'},
{'content': '564524038', 'property': 'fb:admins'}],
'title': {},
'link': [{'href': '/manifest.json', 'rel': 'manifest'},
{'href': '/opensearch.xml',
'rel': 'search',
'title': 'Qiita',
'type': 'application/opensearchdescription+xml'},
{'rel': 'shortcut icon',
'type': 'image/x-icon',
'href': 'https://cdn.qiita.com/assets/favicons/public/production-c620d3e403342b1022967ba5e3db1aaa.ico'},
{'rel': 'apple-touch-icon',
'type': 'image/png',
'href': 'https://cdn.qiita.com/assets/favicons/public/apple-touch-icon-ec5ba42a24ae923f16825592efdc356f.png'},
{'rel': 'stylesheet',
'media': 'all',
'href': 'https://cdn.qiita.com/assets/public/style-93c10f153c2288070357952f30807154.min.css'}],
'script': [{'defer': '" src='},
{'src': 'https://cdn.qiita.com/assets/public/bundle-817a6d71a8cc5bb6072675d7f25cbfa5.min.js',
'defer': 'defer'}]},
'body': {'div': [{'class': 'allWrapper',
'div': [{'data-hyperapp-app': 'GlobalHeader',
'data-hyperapp-props': '{"unreadNotificationsCount":null,"realms":[{"humanName":"Qiita","isCurrentRealm":true,"isQiita":true,"isQiitaTeam":false,"loggedInUser":null,"teamId":null,"url":"https://qiita.com/"}],"teamFindUrl":"https://teams-center.qiita.com/find_team","isTeamOnlyUser":null,"currentUser":null}',
'div': {'class': 'st-Header',
'id': 'globalHeader',
'div': {'class': 'st-Header_container',
'div': [{'class': 'st-Header_start',
'a': {'class': 'st-Header_logo mr-1 ',
'href': '/',
'svg': {'viewbox': '0 0 426.57 130',
'xmlns': 'http://www.w3.org/2000/svg',
'circle': [{'cx': '167.08', 'cy': '21.4', 'r': '12.28'},
{'cx': '216.33', 'cy': '21.4', 'r': '12.28'}],
'path': [{'d': 'M250.81 29.66h23.48v18.9h-23.48z'},
{'d': 'M300.76 105.26a22.23 22.23 0 01-6.26-.86 12.68 12.68 0 01-5.17-3 14.41 14.41 0 01-3.56-5.76 28 28 0 01-1.3-9.22V48.56h29.61v-18.9h-29.52V3.29h-20.17v83.34q0 11.16 2.83 18.27a27.71 27.71 0 007.7 11.2 26.86 26.86 0 0011.43 5.62 47.56 47.56 0 0012.34 1.53h15.16v-18zM0 61.7a58.6 58.6 0 015-24.21A62.26 62.26 0 0118.73 17.9 63.72 63.72 0 0139 4.78 64.93 64.93 0 0164 0a65 65 0 0124.85 4.78 64.24 64.24 0 0120.38 13.12A62 62 0 01123 37.49a58.6 58.6 0 015 24.21 58.34 58.34 0 01-4 21.46 62.8 62.8 0 01-10.91 18.16l11.1 11.1a10.3 10.3 0 010 14.52 10.29 10.29 0 01-14.64 0l-12.22-12.41a65 65 0 01-15.78 6.65 66.32 66.32 0 01-17.55 2.3 64.63 64.63 0 01-45.23-18A62.82 62.82 0 015 85.81 58.3 58.3 0 010 61.7zm21.64.08a43.13 43.13 0 0012.42 30.63 42.23 42.23 0 0013.43 9.09A41.31 41.31 0 0064 104.8a42 42 0 0030-12.39 42.37 42.37 0 009-13.64 43.43 43.43 0 003.3-17 43.77 43.77 0 00-3.3-17A41.7 41.7 0 0080.55 22 41.78 41.78 0 0064 18.68 41.31 41.31 0 0047.49 22a42.37 42.37 0 00-13.43 9.08 43.37 43.37 0 00-12.42 30.7zM331.89 78a47.59 47.59 0 013.3-17.73 43.22 43.22 0 019.34-14.47A44.25 44.25 0 01359 36a47.82 47.82 0 0118.81-3.58 42.72 42.72 0 019.26 1 46.5 46.5 0 018.22 2.58 40 40 0 017 3.84 44.39 44.39 0 015.71 4.63l1.22-9.47h17.35v85.83h-17.35l-1.17-9.42a42.54 42.54 0 01-5.84 4.67 43.11 43.11 0 01-7 3.79 44.86 44.86 0 01-8.17 2.59 43 43 0 01-9.22 1A47.94 47.94 0 01359 119.9a43.3 43.3 0 01-14.47-9.71 44.17 44.17 0 01-9.34-14.47 47 47 0 01-3.3-17.72zm20.27-.08a29.16 29.16 0 002.17 11.34 27 27 0 005.92 8.88 26.69 26.69 0 008.76 5.76 29.19 29.19 0 0021.44 0 26.11 26.11 0 008.72-5.76 27.57 27.57 0 005.88-8.84 29 29 0 002.16-11.38 28.62 28.62 0 00-2.16-11.22 26.57 26.57 0 00-5.93-8.8 27.68 27.68 0 00-19.51-7.9 28.29 28.29 0 00-10.77 2.05 26.19 26.19 0 00-8.71 5.75 27.08 27.08 0 00-5.84 8.8 28.94 28.94 0 00-2.13 11.31zm-194.97-30.5h19.78v73.54h-19.78zm49.25 0h19.78v73.54h-19.78z'}]}},
'div': [{'div': {'class': 'st-Header_realmSelector',
'span': {'class': 'fa fa-fw fa-caret-down'}}},
{'div': {'class': 'st-Header_community',
'span': {'class': 'fa fa-fw fa-caret-down ml-1of2'}}},
{'class': 'st-Header_searchButton',
'span': {'class': 'fa fa-serach'}}],
'form': {'class': 'st-Header_search',
'span': {'class': 'fa fa-search'},
'input': {'class': 'st-Header_searchInput',
'placeholder': 'Search',
'type': 'search'}}},
{'class': 'st-Header_end',
'a': [{'class': 'st-Header_signupButton', 'href': '/signup'},
{'class': 'st-Header_loginLink', 'href': '/login'}]}]}}},
{'class': 'st-HeaderAlert st-HeaderAlert-warning',
'div': {'class': 'st-HeaderAlert_body'}},
{'class': 'p-home is-anonymous',
'div': [{'class': 'nl-Hero',
'div': {'class': 'nl-Hero_inner',
'div': [{'class': 'nl-Hero_start',
'h1': {'class': 'mb-3 nl-Hero_title'},
'p': {'class': 'nl-Hero_lead'}},
{'class': 'nl-Hero_end',
'div': [{'class': 'nl-SocialSignupWrapper',
'form': [{'class': 'nl-SocialSignup',
'method': 'post',
'action': 'https://oauth.qiita.com/auth/github?callback_action=login_or_signup&realm=qiita',
'button': {'class': 'nl-SocialSignup__button nl-SocialSignup-github',
'type': 'submit',
'span': {'class': 'fa fa-github'}},
'input': {'type': 'hidden',
'name': 'authenticity_token',
'value': 'tBcjq2Dv7jrgxERww9U6syrFVUTxvyE1HyO5PsqZXDPYPr7YZdrUkgqDKIdzpRhv1sLC/6HHiNZ8+vi2o51HkQ=='}},
{'class': 'nl-SocialSignup',
'method': 'post',
'action': 'https://oauth.qiita.com/auth/twitter?callback_action=login_or_signup&realm=qiita',
'button': {'class': 'nl-SocialSignup__button nl-SocialSignup-twitter',
'type': 'submit',
'span': {'class': 'fa fa-twitter'}},
'input': {'type': 'hidden',
'name': 'authenticity_token',
'value': '5RxsrHz3s7/krj65B4UmDuDPCWVZ3zW/5eewJdcWpwPP0ExIjWLAX1RTmHnIGdC/6SdfFT3chxLmyVqevbRpDg=='}},
{'class': 'nl-SocialSignup',
'method': 'post',
'action': 'https://oauth.qiita.com/auth/google?callback_action=login_or_signup&realm=qiita',
'button': {'class': 'nl-SocialSignup__button nl-SocialSignup-google',
'type': 'submit',
'span': {'class': 'fa fa-google'}},
'input': {'type': 'hidden',
'name': 'authenticity_token',
'value': 'SwXL0t7GHPdAdNzqzisAhyp3gWbote8enJ+wH2bzW+Juo0XvLIOOtY+H5iO7KxkQ5S4EQ7MNxc3+CDmjsbas0w=='}}]},
{'class': 'nl-Hero_separator'}],
'form': {'class': 'nl-SignupForm',
'action': '/registration',
'accept-charset': 'UTF-8',
'method': 'post',
'input': {'type': 'hidden',
'name': 'authenticity_token',
'value': 'oTJBMui6N+i1rWwj++rqOEFxFT2s6+0Fb4Oe8fpfBBIH8p0iprqKiQ5Dr+tI2yHNu07ZdmTzylnWgiCkDNCLOg=='},
'div': [{'class': 'mb-2 nl-SignupForm_group',
'label': {'class': 'nl-SignupForm_label', 'for': 'url_name'},
'input': {'class': 'nl-SignupForm_input',
'id': 'url_name',
'name': 'user[url_name]',
'placeholder': 'qiitan',
'required': 'required',
'type': 'text'}},
{'class': 'mb-2 nl-SignupForm_group',
'label': {'class': 'nl-SignupForm_label', 'for': 'email'},
'input': {'class': 'nl-SignupForm_input',
'id': 'email',
'name': 'user[email]',
'placeholder': 'qiitan@qiita.com',
'required': 'required',
'type': 'email'}},
{'class': 'mb-1 nl-SignupForm_group',
'label': {'class': 'nl-SignupForm_label', 'for': 'password'},
'input': {'class': 'nl-SignupForm_input',
'id': 'password',
'name': 'user[password]',
'placeholder': '********',
'required': 'required',
'type': 'password'}},
{'class': 'mb-2 nl-SignupForm_group',
'style': 'margin-left: 0;',
'input': {'class': 'nl-SignupForm_checkbox',
'id': 'terms',
'required': 'required',
'type': 'checkbox'},
'label': {'class': 'nl-SignupForm_label',
'for': 'terms',
'a': {}}},
{'class': 'mb-2 nl-SignupForm_group',
'style': 'margin-left: 0;',
'input': {'class': 'nl-SignupForm_checkbox',
'id': 'privacy',
'required': 'required',
'type': 'checkbox'},
'label': {'class': 'nl-SignupForm_label',
'for': 'privacy',
'a': {}}},
{'class': 'nl-SignupForm_recaptcha',
'script': {'src': 'https://www.google.com/recaptcha/api.js'},
'div': {'data-sitekey': '6LfNkiQTAAAAAM3UGnSquBy2akTITGNMO_QDxMw6',
'class': 'g-recaptcha '},
'noscript': {'div': {'div': [{'style': 'width: 302px; height: 422px; position: relative;',
'div': {'style': 'width: 302px; height: 422px; position: absolute;',
'iframe': {' src': 'https://www.google.com/recaptcha/api/fallback?k=6LfNkiQTAAAAAM3UGnSquBy2akTITGNMO_QDxMw6',
' frameborder': '0',
'scrolling': 'no',
' style': 'width: 302px; height:422px; border-style: none;'}}},
{'style': 'width: 300px; height: 60px; border-style: none; bottom: 12px; left: 25px; margin: 0px; padding: 0px; right: 25px; background: #f9f9f9; border: 1px solid #c1c1c1; border-radius: 3px;',
'textarea': {'id': 'g-recaptcha-response',
'name': 'g-recaptcha-response',
' class': 'g-recaptcha-response',
' style': 'width: 250px; height: 40px; border: 1px solid #c1c1c1; margin: 10px 25px; padding: 0px; resize: none;'}}]}}},
{'class': 'nl-SignupForm_buttonArea',
'div': {'class': 'nl-SignupForm_button', 'button': {}}}],
'span': {'class': 'mb-2 nl-SignupForm_helpText'},
'script': {'src': 'https://www.google.com/recaptcha/api.js',
'defer': 'defer',
'async': 'async'}}}]}},
{'class': 'px-2 px-1@s pt-4 pt-1@s',
'div': {'class': 'p-home_container',
'div': [{'class': 'p-home_menu pt-1',
'div': [{'class': 'p-home_menuHead mb-1'},
{'class': 'p-home_menuDivider mb-2'},
{'class': 'p-home_menuHead mb-1'},
{'class': 'p-home_mobileMenu',
'select': {'class': 'p-home_mobileMenuDropdown pl-2 pt-1 pb-1 mb-1',
'onchange': 'location.href=value;',
'optgroup': [{'label': 'Article Feed',
'option': [{'class': 'p-home_mobileMenuItem',
'value': '/trend',
'selected': 'selected'},
{'class': 'p-home_mobileMenuItem', 'value': '/milestones'}]},
{'label': 'Question Feed',
'option': [{'class': 'p-home_mobileMenuItem',
'value': '/question-trend'},
{'class': 'p-home_mobileMenuItem',
'value': '/question-waiting-answers'},
{'class': 'p-home_mobileMenuItem',
'value': '/question-feed'}]}]}}],
'a': [{'class': 'p-home_menuItem p-1 pl-2 pl-1@s mb-1 p-home_menuItem-active',
'href': '/',
'span': {'class': 'fa fa-fw fa-line-chart mr-1of2'}},
{'class': 'p-home_menuItem p-1 pl-2 pl-1@s mb-1',
'href': '/milestones',
'span': {'class': 'fa fa-fw fa-flag-checkered mr-1of2'}},
{'class': 'p-home_menuItem p-1 pl-2 pl-1@s mb-1',
'href': '/question-trend',
'span': {'class': 'fa fa-fw fa-line-chart mr-1of2'}},
{'class': 'p-home_menuItem p-1 pl-2 pl-1@s mb-1',
'href': '/question-waiting-answers',
'span': {'class': 'fa fa-fw fa-question mr-1of2'}},
{'class': 'p-home_menuItem p-1 pl-2 pl-1@s mb-1',
'href': '/question-feed',
'span': {'class': 'fa fa-fw fa-sort-numeric-asc mr-1of2'}}]},
{'class': 'p-home_main mb-3 mr-0@s',
'div': {'data-hyperapp-app': 'Trend',
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{'class': 'st-Footer_list',
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'a': [{'href': 'https://increments.co.jp/company/'},
{'href': 'https://increments.co.jp/jobs/'},
{'href': 'https://blog.qiita.com'}]},
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'a': [{'href': 'https://teams.qiita.com/'},
{'href': 'https://jobs.qiita.com?utm_source=qiita&utm_medium=referral&utm_content=footer'},
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{'id': 'dataContainer',
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出力を見るとトレンドの情報はdata-hyperapp-app="Trend"の属性を持ったdivタグのdata-hyperapp-props属性に入っていることが判るので、
trends = j.jq['data-hyperapp-app="Trend"'].data_hyperapp_props
trends
で取得できます。
Pythonの文法上ハイフンや空白はアンダーバーに置き換えてあります。
出力
out
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Share+Flutterでのリモートモブプログラミングの現状","uuid":"08db86881da446d70646","author":{"profileImageUrl":"https://qiita-image-store.s3.ap-northeast-1.amazonaws.com/0/26446/profile-images/1581214874","urlName":"hummer"}}},{"followingLikers":[],"isLikedByViewer":false,"isNewArrival":false,"hasCodeBlock":true,"node":{"createdAt":"2020-09-11T09:18:03Z","likesCount":8,"title":"簡易LISP処理系の実装例（JavaScript版）","uuid":"2124d6ceba7f3a628a8c","author":{"profileImageUrl":"https://pbs.twimg.com/profile_images/1247901639429640194/7IvBd3i7_bigger.jpg","urlName":"ytaki0801"}}},{"followingLikers":[],"isLikedByViewer":false,"isNewArrival":true,"hasCodeBlock":false,"node":{"createdAt":"2020-09-13T01:57:50Z","likesCount":14,"title":"音声分析におけるフーリエ変換とスペクトログラムを理解する","uuid":"6af2cc4c4be0c57bef06","author":{"profileImageUrl":"https://qiita-image-store.s3.ap-northeast-1.amazonaws.com/0/651198/profile-images/1591512068","urlName":"shirowanisan"}}}]},"scope":"daily"}'
この状態だと少し扱いづらいので、
" → "
と置き換えてJSONとして読み込んでしまえば、
import json
json.loads(trends.replace(""",'"'))
出力
out
{'trend': {'edges': [{'followingLikers': [],
'isLikedByViewer': False,
'isNewArrival': False,
'hasCodeBlock': True,
'node': {'createdAt': '2020-09-11T07:53:22Z',
'likesCount': 202,
'title': 'オブジェクト指向は単なる【整理術】だよ',
'uuid': '2aa9859d4da41991bbb7',
'author': {'profileImageUrl': 'https://qiita-image-store.s3.ap-northeast-1.amazonaws.com/0/163629/profile-images/1567829792',
'urlName': 'br_branch'}}},
{'followingLikers': [],
'isLikedByViewer': False,
'isNewArrival': False,
'hasCodeBlock': True,
'node': {'createdAt': '2020-09-12T03:08:08Z',
'likesCount': 63,
'title': '間違えて違うブランチで作業を始めてしまったときの対処法【Git】',
'uuid': 'dc21de47c617b0d0eebf',
'author': {'profileImageUrl': 'https://qiita-image-store.s3.ap-northeast-1.amazonaws.com/0/675596/profile-images/1598685340',
'urlName': 'paleo_engineer'}}},
{'followingLikers': [],
'isLikedByViewer': False,
'isNewArrival': False,
'hasCodeBlock': True,
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無事トレンドの情報を得られました。
もう一度一連の流れをまとめて書くと、
getTrends.py
from html2json import *
import json
j = url2json("https://qiita.com/")
json.loads(j.jq['data-hyperapp-app="Trend"'].data_hyperapp_props.replace(""",'"'))
＿人人人人＿
＞ ２行 ＜
￣Y^Y^Y^Y^￣
ちなみにQiitaのトップページの場合パースにかかる時間は5ms程度でした(Ryzen 5 3600)。
まとめ
使いみち次第では結構便利だと思うので使ってみてね。
（正規表現のバックスラッシュでQiitaのシンタックスハイライト崩れるの直らないかな...）