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22.4362C9.07125 22.5325 9.2775 22.2025 9.2775 21.9137C9.2775 21.6525 9.26375 20.7862 9.26375 19.865C6.5 20.3737 5.785 19.1912 5.565 18.5725C5.44125 18.2562 4.905 17.28 4.4375 17.0187C4.0525 16.8125 3.5025 16.3037 4.42375 16.29C5.29 16.2762 5.90875 17.0875 6.115 17.4175C7.105 19.0812 8.68625 18.6137 9.31875 18.325C9.415 17.61 9.70375 17.1287 10.02 16.8537C7.5725 16.5787 5.015 15.63 5.015 11.4225C5.015 10.2262 5.44125 9.23625 6.1425 8.46625C6.0325 8.19125 5.6475 7.06375 6.2525 5.55125C6.2525 5.55125 7.17375 5.2625 9.2775 6.67875C10.1575 6.43125 11.0925 6.3075 12.0275 6.3075C12.9625 6.3075 13.8975 6.43125 14.7775 6.67875C16.8813 5.24875 17.8025 5.55125 17.8025 5.55125C18.4075 7.06375 18.0225 8.19125 17.9125 8.46625C18.6138 9.23625 19.04 10.2125 19.04 11.4225C19.04 15.6437 16.4688 16.5787 14.0213 16.8537C14.42 17.1975 14.7638 17.8575 14.7638 18.8887C14.7638 20.36 14.75 21.5425 14.75 21.9137C14.75 22.2025 14.9563 22.5462 15.5063 22.4362C19.8513 20.9787 23 16.8537 23 12C23 5.9225 18.0775 1 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1-.052-1.086c0-1.331.282-2.499 1.132-3.368.397-.406.89-.717 1.474-.952 1.399-1.136 3.392-2.093 6.122-2.093 2.731 0 4.767.957 6.166 2.093.584.235 1.077.546 1.474.952.85.869 1.132 2.037 1.132 3.368 0 .368-.014.733-.052 1.086.23.462.477 1.088.644 1.517 1.258.364 2.233 1.721 2.605 2.656a.832.832 0 0 1 .053.22v2.869a.641.641 0 0 1-.078.256ZM12.172 11h-.344a4.323 4.323 0 0 1-.355.508C10.703 12.455 9.555 13 7.965 13c-1.725 0-2.989-.359-3.782-1.259a2.005 2.005 0 0 1-.085-.104L4 11.741v6.585c1.435.779 4.514 2.179 8 2.179 3.486 0 6.565-1.4 8-2.179v-6.585l-.098-.104s-.033.045-.085.104c-.793.9-2.057 1.259-3.782 1.259-1.59 0-2.738-.545-3.508-1.492a4.323 4.323 0 0 1-.355-.508h-.016.016Zm.641-2.935c.136 1.057.403 1.913.878 2.497.442.544 1.134.938 2.344.938 1.573 0 2.292-.337 2.657-.751.384-.435.558-1.15.558-2.361 0-1.14-.243-1.847-.705-2.319-.477-.488-1.319-.862-2.824-1.025-1.487-.161-2.192.138-2.533.529-.269.307-.437.808-.438 1.578v.021c0 .265.021.562.063.893Zm-1.626 0c.042-.331.063-.628.063-.894v-.02c-.001-.77-.169-1.271-.438-1.578-.341-.391-1.046-.69-2.533-.529-1.505.163-2.347.537-2.824 1.025-.462.472-.705 1.179-.705 2.319 0 1.211.175 1.926.558 2.361.365.414 1.084.751 2.657.751 1.21 0 1.902-.394 2.344-.938.475-.584.742-1.44.878-2.497Z"></path><path d="M14.5 14.25a1 1 0 0 1 1 1v2a1 1 0 0 1-2 0v-2a1 1 0 0 1 1-1Zm-5 0a1 1 0 0 1 1 1v2a1 1 0 0 1-2 0v-2a1 1 0 0 1 1-1Z"></path> </svg> <div> <div class="color-fg-default h4">GitHub Copilot</div> Write better code with AI </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"github_advanced_security","context":"product","tag":"link","label":"github_advanced_security_link_product_navbar"}" href="https://github.com/security/advanced-security"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" 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0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{"location":"navbar","action":"github_skills","context":"product","tag":"link","label":"github_skills_link_product_navbar"}" href="https://skills.github.com"> GitHub Skills <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 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0v1.836A2.493 2.493 0 0 1 6 7h4a1 1 0 0 0 1-1v-.628A2.25 2.25 0 0 1 9.5 3.25Zm-6 0a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Zm8.25-.75a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5ZM4.25 12a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Z"></path> </svg> <span>Branches</span> </a> <a class="Link--secondary no-underline d-inline-block" href="/google/budoux/tags"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-tag mr-1"> <path d="M1 7.775V2.75C1 1.784 1.784 1 2.75 1h5.025c.464 0 .91.184 1.238.513l6.25 6.25a1.75 1.75 0 0 1 0 2.474l-5.026 5.026a1.75 1.75 0 0 1-2.474 0l-6.25-6.25A1.752 1.752 0 0 1 1 7.775Zm1.5 0c0 .066.026.13.073.177l6.25 6.25a.25.25 0 0 0 .354 0l5.025-5.025a.25.25 0 0 0 0-.354l-6.25-6.25a.25.25 0 0 0-.177-.073H2.75a.25.25 0 0 0-.25.25ZM6 5a1 1 0 1 1 0 2 1 1 0 0 1 0-2Z"></path> </svg> <span>Tags</span> </a> <a class="Link--secondary no-underline d-inline-block" href="/google/budoux/activity"> <svg 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data-pjax-replace="" data-turbo-replace="" title="0" hidden="hidden" data-view-component="true" class="Counter">0</span> </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="security-tab" href="/google/budoux/security" data-tab-item="i5security-tab" data-selected-links="security overview alerts policy token_scanning code_scanning /google/budoux/security" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" data-hotkey="g s" data-analytics-event="{"category":"Underline navbar","action":"Click tab","label":"Security","target":"UNDERLINE_NAV.TAB"}" data-view-component="true" class="UnderlineNav-item no-wrap js-responsive-underlinenav-item js-selected-navigation-item"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-shield UnderlineNav-octicon d-none d-sm-inline"> <path d="M7.467.133a1.748 1.748 0 0 1 1.066 0l5.25 1.68A1.75 1.75 0 0 1 15 3.48V7c0 1.566-.32 3.182-1.303 4.682-.983 1.498-2.585 2.813-5.032 3.855a1.697 1.697 0 0 1-1.33 0c-2.447-1.042-4.049-2.357-5.032-3.855C1.32 10.182 1 8.566 1 7V3.48a1.75 1.75 0 0 1 1.217-1.667Zm.61 1.429a.25.25 0 0 0-.153 0l-5.25 1.68a.25.25 0 0 0-.174.238V7c0 1.358.275 2.666 1.057 3.86.784 1.194 2.121 2.34 4.366 3.297a.196.196 0 0 0 .154 0c2.245-.956 3.582-2.104 4.366-3.298C13.225 9.666 13.5 8.36 13.5 7V3.48a.251.251 0 0 0-.174-.237l-5.25-1.68ZM8.75 4.75v3a.75.75 0 0 1-1.5 0v-3a.75.75 0 0 1 1.5 0ZM9 10.5a1 1 0 1 1-2 0 1 1 0 0 1 2 0Z"></path> </svg> <span data-content="Security">Security</span> <include-fragment src="/google/budoux/security/overall-count" accept="text/fragment+html"></include-fragment> </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="insights-tab" href="/google/budoux/pulse" data-tab-item="i6insights-tab" data-selected-links="repo_graphs repo_contributors dependency_graph dependabot_updates pulse people community /google/budoux/pulse" 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id=\"user-content-budoux\" class=\"anchor\" aria-label=\"Permalink: BudouX\" href=\"#budoux\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003ca href=\"https://pypi.org/project/budoux/\" rel=\"nofollow\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/3eabde600c7afd3c21110428a454cd60f8cae0159b4a79b47f0161c803864f9c/68747470733a2f2f696d672e736869656c64732e696f2f707970692f762f6275646f75783f636f6c6f723d626c7565\" alt=\"PyPI\" data-canonical-src=\"https://img.shields.io/pypi/v/budoux?color=blue\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e \u003ca href=\"https://www.npmjs.com/package/budoux\" rel=\"nofollow\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/7616dde28ca38b174cf8af7098e0d4ed99daddf63420a2da012c2fac3044eafe/68747470733a2f2f696d672e736869656c64732e696f2f6e706d2f762f6275646f75783f636f6c6f723d79656c6c6f77\" alt=\"npm\" data-canonical-src=\"https://img.shields.io/npm/v/budoux?color=yellow\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e \u003ca href=\"https://mvnrepository.com/artifact/com.google.budoux/budoux\" rel=\"nofollow\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/1bf4bfb39319a045f7c6cdbe325026ebf71e444b6419e5173f064652373ba44e/68747470733a2f2f696d672e736869656c64732e696f2f6d6176656e2d63656e7472616c2f762f636f6d2e676f6f676c652e6275646f75782f6275646f7578\" alt=\"Maven Central\" data-canonical-src=\"https://img.shields.io/maven-central/v/com.google.budoux/budoux\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eStandalone. Small. Language-neutral.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eBudouX is the successor to \u003ca href=\"https://github.com/google/budou\"\u003eBudou\u003c/a\u003e, the machine learning powered line break organizer tool.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003ca target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https://raw.githubusercontent.com/google/budoux/main/example.png\"\u003e\u003cimg src=\"https://raw.githubusercontent.com/google/budoux/main/example.png\" alt=\"Example\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eIt is \u003cstrong\u003estandalone\u003c/strong\u003e. It works with no dependency on third-party word segmenters such as Google cloud natural language API.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eIt is \u003cstrong\u003esmall\u003c/strong\u003e. It takes only around 15 KB including its machine learning model. It's reasonable to use it even on the client-side.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eIt is \u003cstrong\u003elanguage-neutral\u003c/strong\u003e. You can train a model for any language by feeding a dataset to BudouX’s training script.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eLast but not least, BudouX supports HTML inputs.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eDemo\u003c/h2\u003e\u003ca id=\"user-content-demo\" class=\"anchor\" aria-label=\"Permalink: Demo\" href=\"#demo\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003ca href=\"https://google.github.io/budoux\" rel=\"nofollow\"\u003ehttps://google.github.io/budoux\u003c/a\u003e\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eNatural languages supported by pretrained models\u003c/h2\u003e\u003ca id=\"user-content-natural-languages-supported-by-pretrained-models\" class=\"anchor\" aria-label=\"Permalink: Natural languages supported by pretrained models\" href=\"#natural-languages-supported-by-pretrained-models\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003eJapanese\u003c/li\u003e\n\u003cli\u003eSimplified Chinese\u003c/li\u003e\n\u003cli\u003eTraditional Chinese\u003c/li\u003e\n\u003cli\u003eThai\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eKorean support?\u003c/h3\u003e\u003ca id=\"user-content-korean-support\" class=\"anchor\" aria-label=\"Permalink: Korean support?\" href=\"#korean-support\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eKorean uses spaces between words, so you can generally prevent words from being split across lines by applying the CSS property \u003ccode\u003eword-break: keep-all\u003c/code\u003e to the paragraph, which should be much more performant than installing BudouX.\nThat said, we're happy to explore dedicated Korean language support if the above solution proves insufficient.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eSupported Programming languages\u003c/h2\u003e\u003ca id=\"user-content-supported-programming-languages\" class=\"anchor\" aria-label=\"Permalink: Supported Programming languages\" href=\"#supported-programming-languages\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003ePython\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/google/budoux/tree/main/javascript/\"\u003eJavaScript\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/google/budoux/tree/main/java/\"\u003eJava\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003ePython module\u003c/h2\u003e\u003ca id=\"user-content-python-module\" class=\"anchor\" aria-label=\"Permalink: Python module\" href=\"#python-module\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eInstall\u003c/h3\u003e\u003ca id=\"user-content-install\" class=\"anchor\" aria-label=\"Permalink: Install\" href=\"#install\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cdiv class=\"highlight highlight-text-shell-session notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"$ pip install budoux\"\u003e\u003cpre\u003e$ \u003cspan class=\"pl-s1\"\u003epip install budoux\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eUsage\u003c/h3\u003e\u003ca id=\"user-content-usage\" class=\"anchor\" aria-label=\"Permalink: Usage\" href=\"#usage\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch4 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eLibrary\u003c/h4\u003e\u003ca id=\"user-content-library\" class=\"anchor\" aria-label=\"Permalink: Library\" href=\"#library\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eYou can get a list of phrases by feeding a sentence to the parser.\nThe easiest way is to get a parser is loading the default parser for each language.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eJapanese:\u003c/strong\u003e\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-python notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"import budoux\nparser = budoux.load_default_japanese_parser()\nprint(parser.parse('今日は天気です。'))\n# ['今日は', '天気です。']\"\u003e\u003cpre\u003e\u003cspan class=\"pl-k\"\u003eimport\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003ebudoux\u003c/span\u003e\n\u003cspan class=\"pl-s1\"\u003eparser\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003ebudoux\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003eload_default_japanese_parser\u003c/span\u003e()\n\u003cspan class=\"pl-en\"\u003eprint\u003c/span\u003e(\u003cspan class=\"pl-s1\"\u003eparser\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003eparse\u003c/span\u003e(\u003cspan class=\"pl-s\"\u003e'今日は天気です。'\u003c/span\u003e))\n\u003cspan class=\"pl-c\"\u003e# ['今日は', '天気です。']\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eSimplified Chinese:\u003c/strong\u003e\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-python notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"import budoux\nparser = budoux.load_default_simplified_chinese_parser()\nprint(parser.parse('今天是晴天。'))\n# ['今天', '是', '晴天。']\"\u003e\u003cpre\u003e\u003cspan class=\"pl-k\"\u003eimport\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003ebudoux\u003c/span\u003e\n\u003cspan class=\"pl-s1\"\u003eparser\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003ebudoux\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003eload_default_simplified_chinese_parser\u003c/span\u003e()\n\u003cspan class=\"pl-en\"\u003eprint\u003c/span\u003e(\u003cspan class=\"pl-s1\"\u003eparser\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003eparse\u003c/span\u003e(\u003cspan class=\"pl-s\"\u003e'今天是晴天。'\u003c/span\u003e))\n\u003cspan class=\"pl-c\"\u003e# ['今天', '是', '晴天。']\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eTraditional Chinese:\u003c/strong\u003e\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-python notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"import budoux\nparser = budoux.load_default_traditional_chinese_parser()\nprint(parser.parse('今天是晴天。'))\n# ['今天', '是', '晴天。']\"\u003e\u003cpre\u003e\u003cspan class=\"pl-k\"\u003eimport\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003ebudoux\u003c/span\u003e\n\u003cspan class=\"pl-s1\"\u003eparser\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003ebudoux\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003eload_default_traditional_chinese_parser\u003c/span\u003e()\n\u003cspan class=\"pl-en\"\u003eprint\u003c/span\u003e(\u003cspan class=\"pl-s1\"\u003eparser\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003eparse\u003c/span\u003e(\u003cspan class=\"pl-s\"\u003e'今天是晴天。'\u003c/span\u003e))\n\u003cspan class=\"pl-c\"\u003e# ['今天', '是', '晴天。']\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eThai:\u003c/strong\u003e\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-python notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"import budoux\nparser = budoux.load_default_thai_parser()\nprint(parser.parse('วันนี้อากาศดี'))\n# ['วัน', 'นี้', 'อากาศ', 'ดี']\"\u003e\u003cpre\u003e\u003cspan class=\"pl-k\"\u003eimport\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003ebudoux\u003c/span\u003e\n\u003cspan class=\"pl-s1\"\u003eparser\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003ebudoux\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003eload_default_thai_parser\u003c/span\u003e()\n\u003cspan class=\"pl-en\"\u003eprint\u003c/span\u003e(\u003cspan class=\"pl-s1\"\u003eparser\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003eparse\u003c/span\u003e(\u003cspan class=\"pl-s\"\u003e'วันนี้อากาศดี'\u003c/span\u003e))\n\u003cspan class=\"pl-c\"\u003e# ['วัน', 'นี้', 'อากาศ', 'ดี']\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eYou can also translate an HTML string to wrap phrases with non-breaking markup.\nThe default parser uses zero-width space (U+200B) to separate phrases.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-python notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"print(parser.translate_html_string('今日は\u0026lt;b\u0026gt;とても天気\u0026lt;/b\u0026gt;です。'))\n# \u0026lt;span style=\u0026quot;word-break: keep-all; overflow-wrap: anywhere;\u0026quot;\u0026gt;今日は\u0026lt;b\u0026gt;\\u200bとても\\u200b天気\u0026lt;/b\u0026gt;です。\u0026lt;/span\u0026gt;\"\u003e\u003cpre\u003e\u003cspan class=\"pl-en\"\u003eprint\u003c/span\u003e(\u003cspan class=\"pl-s1\"\u003eparser\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003etranslate_html_string\u003c/span\u003e(\u003cspan class=\"pl-s\"\u003e'今日は\u0026lt;b\u0026gt;とても天気\u0026lt;/b\u0026gt;です。'\u003c/span\u003e))\n\u003cspan class=\"pl-c\"\u003e# \u0026lt;span style=\"word-break: keep-all; overflow-wrap: anywhere;\"\u0026gt;今日は\u0026lt;b\u0026gt;\\u200bとても\\u200b天気\u0026lt;/b\u0026gt;です。\u0026lt;/span\u0026gt;\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003ePlease note that separators are denoted as \u003ccode\u003e\\u200b\u003c/code\u003e in the example above for\nillustrative purposes, but the actual output is an invisible string as it's a\nzero-width space.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eIf you have a custom model, you can use it as follows.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-python notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"with open('/path/to/your/model.json') as f:\n model = json.load(f)\nparser = budoux.Parser(model)\"\u003e\u003cpre\u003e\u003cspan class=\"pl-k\"\u003ewith\u003c/span\u003e \u003cspan class=\"pl-en\"\u003eopen\u003c/span\u003e(\u003cspan class=\"pl-s\"\u003e'/path/to/your/model.json'\u003c/span\u003e) \u003cspan class=\"pl-k\"\u003eas\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003ef\u003c/span\u003e:\n \u003cspan class=\"pl-s1\"\u003emodel\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003ejson\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003eload\u003c/span\u003e(\u003cspan class=\"pl-s1\"\u003ef\u003c/span\u003e)\n\u003cspan class=\"pl-s1\"\u003eparser\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003ebudoux\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003eParser\u003c/span\u003e(\u003cspan class=\"pl-s1\"\u003emodel\u003c/span\u003e)\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eA model file for BudouX is a JSON file that contains pairs of a feature and its score extracted by machine learning training.\nEach score represents the significance of the feature in determining whether to break the sentence at a specific point.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eFor more details of the JavaScript model, please refer to \u003ca href=\"https://github.com/google/budoux/tree/main/javascript/README.md\"\u003eJavaScript module README\u003c/a\u003e.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch4 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eCLI\u003c/h4\u003e\u003ca id=\"user-content-cli\" class=\"anchor\" aria-label=\"Permalink: CLI\" href=\"#cli\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eYou can also format inputs on your terminal with \u003ccode\u003ebudoux\u003c/code\u003e command.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-text-shell-session notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"$ budoux 本日は晴天です。 # default: japanese\n本日は\n晴天です。\n\n$ budoux -l ja 本日は晴天です。\n本日は\n晴天です。\n\n$ budoux -l zh-hans 今天天气晴朗。\n今天\n天气\n晴朗。\n\n$ budoux -l zh-hant 今天天氣晴朗。\n今天\n天氣\n晴朗。\n\n$ budoux -l th วันนี้อากาศดี\nวัน\nนี้\nอากาศ\nดี\"\u003e\u003cpre\u003e$ \u003cspan class=\"pl-s1\"\u003ebudoux 本日は晴天です。 \u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003e default: japanese\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e本日は\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e晴天です。\u003c/span\u003e\n\n$ \u003cspan class=\"pl-s1\"\u003ebudoux -l ja 本日は晴天です。\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e本日は\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e晴天です。\u003c/span\u003e\n\n$ \u003cspan class=\"pl-s1\"\u003ebudoux -l zh-hans 今天天气晴朗。\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e今天\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e天气\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e晴朗。\u003c/span\u003e\n\n$ \u003cspan class=\"pl-s1\"\u003ebudoux -l zh-hant 今天天氣晴朗。\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e今天\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e天氣\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e晴朗。\u003c/span\u003e\n\n$ \u003cspan class=\"pl-s1\"\u003ebudoux -l th วันนี้อากาศดี\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003eวัน\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003eนี้\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003eอากาศ\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003eดี\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"highlight highlight-text-shell-session notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"$ echo $'本日は晴天です。\\n明日は曇りでしょう。' | budoux\n本日は\n晴天です。\n---\n明日は\n曇りでしょう。\"\u003e\u003cpre\u003e$ \u003cspan class=\"pl-s1\"\u003e\u003cspan class=\"pl-c1\"\u003eecho\u003c/span\u003e \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e$'\u003c/span\u003e本日は晴天です。\u003cspan class=\"pl-cce\"\u003e\\n\u003c/span\u003e明日は曇りでしょう。\u003cspan class=\"pl-pds\"\u003e'\u003c/span\u003e\u003c/span\u003e \u003cspan class=\"pl-k\"\u003e|\u003c/span\u003e budoux\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e本日は\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e晴天です。\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e---\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e明日は\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e曇りでしょう。\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"highlight highlight-text-shell-session notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"$ budoux 本日は晴天です。 -H\n\u0026lt;span style=\u0026quot;word-break: keep-all; overflow-wrap: anywhere;\u0026quot;\u0026gt;本日は\\u200b晴天です。\u0026lt;/span\u0026gt;\"\u003e\u003cpre\u003e$ \u003cspan class=\"pl-s1\"\u003ebudoux 本日は晴天です。 -H\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e\u0026lt;span style=\"word-break: keep-all; overflow-wrap: anywhere;\"\u0026gt;本日は\\u200b晴天です。\u0026lt;/span\u0026gt;\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003ePlease note that separators are denoted as \u003ccode\u003e\\u200b\u003c/code\u003e in the example above for\nillustrative purposes, but the actual output is an invisible string as it's a\nzero-width space.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eIf you want to see help, run \u003ccode\u003ebudoux -h\u003c/code\u003e.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-text-shell-session notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"$ budoux -h\nusage: budoux [-h] [-H] [-m JSON | -l LANG] [-d STR] [-V] [TXT]\n\nBudouX is the successor to Budou,\nthe machine learning powered line break organizer tool.\n\npositional arguments:\n TXT text (default: None)\n\noptional arguments:\n -h, --help show this help message and exit\n -H, --html HTML mode (default: False)\n -m JSON, --model JSON custom model file path (default: /path/to/budoux/models/ja.json)\n -l LANG, --lang LANG language of custom model (default: None)\n -d STR, --delim STR output delimiter in TEXT mode (default: ---)\n -V, --version show program's version number and exit\n\nsupported languages of `-l`, `--lang`:\n- ja\n- zh-hans\n- zh-hant\n- th\"\u003e\u003cpre\u003e$ \u003cspan class=\"pl-s1\"\u003ebudoux -h\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003eusage: budoux [-h] [-H] [-m JSON | -l LANG] [-d STR] [-V] [TXT]\u003c/span\u003e\n\n\u003cspan class=\"pl-c1\"\u003eBudouX is the successor to Budou,\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003ethe machine learning powered line break organizer tool.\u003c/span\u003e\n\n\u003cspan class=\"pl-c1\"\u003epositional arguments:\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e TXT text (default: None)\u003c/span\u003e\n\n\u003cspan class=\"pl-c1\"\u003eoptional arguments:\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e -h, --help show this help message and exit\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e -H, --html HTML mode (default: False)\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e -m JSON, --model JSON custom model file path (default: /path/to/budoux/models/ja.json)\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e -l LANG, --lang LANG language of custom model (default: None)\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e -d STR, --delim STR output delimiter in TEXT mode (default: ---)\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e -V, --version show program's version number and exit\u003c/span\u003e\n\n\u003cspan class=\"pl-c1\"\u003esupported languages of `-l`, `--lang`:\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e- ja\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e- zh-hans\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e- zh-hant\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e- th\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eCaveat\u003c/h2\u003e\u003ca id=\"user-content-caveat\" class=\"anchor\" aria-label=\"Permalink: Caveat\" href=\"#caveat\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eBudouX supports HTML inputs and outputs HTML strings with markup that wraps phrases, but it's not meant to be used as an HTML sanitizer. \u003cstrong\u003eBudouX doesn't sanitize any inputs.\u003c/strong\u003e Malicious HTML inputs yield malicious HTML outputs. Please use it with an appropriate sanitizer library if you don't trust the input.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eBackground\u003c/h2\u003e\u003ca id=\"user-content-background\" class=\"anchor\" aria-label=\"Permalink: Background\" href=\"#background\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eEnglish text has many clues, like spacing and hyphenation, that enable beautiful and readable line breaks. However, some CJK languages lack these clues, and so are notoriously more difficult to process. Line breaks can occur randomly and usually in the middle of a word or a phrase without a more careful approach. This is a long-standing issue in typography on the Web, which results in a degradation of readability.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eBudou was proposed as a solution to this problem in 2016. It automatically translates CJK sentences into HTML with lexical phrases wrapped in non-breaking markup, so as to semantically control line breaks. Budou has solved this problem to some extent, but it still has some problems integrating with modern web production workflow.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eThe biggest barrier in applying Budou to a website is that it has dependency on third-party word segmenters. Usually a word segmenter is a large program that is infeasible to download for every web page request. It would also be an undesirable option making a request to a cloud-based word segmentation service for every sentence, considering the speed and cost. That’s why we need a standalone line break organizer tool equipped with its own segmentation engine small enough to be bundled in a client-side JavaScript code.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eBudou\u003cem\u003eX\u003c/em\u003e is the successor to Budou, designed to be integrated with your website with no hassle.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eHow it works\u003c/h2\u003e\u003ca id=\"user-content-how-it-works\" class=\"anchor\" aria-label=\"Permalink: How it works\" href=\"#how-it-works\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eBudouX uses the \u003ca href=\"https://en.wikipedia.org/wiki/AdaBoost\" rel=\"nofollow\"\u003eAdaBoost algorithm\u003c/a\u003e to segment a sentence into phrases by considering the task as a binary classification problem to predict whether to break or not between all characters. It uses features such as the characters around the break point, their Unicode blocks, and combinations of them to make a prediction. The output machine learning model, which is encoded as a JSON file, stores pairs of the feature and its significance score. The BudouX parser takes a model file to construct a segmenter and translates input sentences into a list of phrases.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eBuilding a custom model\u003c/h2\u003e\u003ca id=\"user-content-building-a-custom-model\" class=\"anchor\" aria-label=\"Permalink: Building a custom model\" href=\"#building-a-custom-model\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eYou can build your own custom model for any language by preparing training data in the target language.\nA training dataset is a large text file that consists of sentences separated by phrases with the separator symbol \"▁\" (U+2581) like below.\u003c/p\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"私は▁遅刻魔で、▁待ち合わせに▁いつも▁遅刻してしまいます。\nメールで▁待ち合わせ▁相手に▁一言、▁「ごめんね」と▁謝れば▁どうにか▁なると▁思っていました。\n海外では▁ケータイを▁持っていない。\"\u003e\u003cpre lang=\"text\" class=\"notranslate\"\u003e\u003ccode\u003e私は▁遅刻魔で、▁待ち合わせに▁いつも▁遅刻してしまいます。\nメールで▁待ち合わせ▁相手に▁一言、▁「ごめんね」と▁謝れば▁どうにか▁なると▁思っていました。\n海外では▁ケータイを▁持っていない。\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eAssuming the text file is saved as \u003ccode\u003emysource.txt\u003c/code\u003e, you can build your own custom model by running the following commands.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-text-shell-session notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"$ pip install .[dev]\n$ python scripts/encode_data.py mysource.txt -o encoded_data.txt\n$ python scripts/train.py encoded_data.txt -o weights.txt\n$ python scripts/build_model.py weights.txt -o mymodel.json\"\u003e\u003cpre\u003e$ \u003cspan class=\"pl-s1\"\u003epip install .[dev]\u003c/span\u003e\n$ \u003cspan class=\"pl-s1\"\u003epython scripts/encode_data.py mysource.txt -o encoded_data.txt\u003c/span\u003e\n$ \u003cspan class=\"pl-s1\"\u003epython scripts/train.py encoded_data.txt -o weights.txt\u003c/span\u003e\n$ \u003cspan class=\"pl-s1\"\u003epython scripts/build_model.py weights.txt -o mymodel.json\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003ePlease note that \u003ccode\u003etrain.py\u003c/code\u003e takes time to complete depending on your computer resources.\nGood news is that the training algorithm is an \u003ca href=\"https://en.wikipedia.org/wiki/Anytime_algorithm\" rel=\"nofollow\"\u003eanytime algorithm\u003c/a\u003e, so you can get a weights file even if you interrupt the execution. You can build a valid model file by passing that weights file to \u003ccode\u003ebuild_model.py\u003c/code\u003e even in such a case.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eConstructing a training dataset from the KNBC corpus for Japanese\u003c/h2\u003e\u003ca id=\"user-content-constructing-a-training-dataset-from-the-knbc-corpus-for-japanese\" class=\"anchor\" aria-label=\"Permalink: Constructing a training dataset from the KNBC corpus for Japanese\" href=\"#constructing-a-training-dataset-from-the-knbc-corpus-for-japanese\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThe default model for Japanese (\u003ccode\u003ebudoux/models/ja.json\u003c/code\u003e) is built using the \u003ca href=\"https://nlp.ist.i.kyoto-u.ac.jp/kuntt/\" rel=\"nofollow\"\u003eKNBC corpus\u003c/a\u003e.\nYou can create a training dataset, which we name \u003ccode\u003esource_knbc.txt\u003c/code\u003e below for example, from the corpus by running the following commands:\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-text-shell-session notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"$ curl -o knbc.tar.bz2 https://nlp.ist.i.kyoto-u.ac.jp/kuntt/KNBC_v1.0_090925_utf8.tar.bz2\n$ tar -xf knbc.tar.bz2 # outputs KNBC_v1.0_090925_utf8 directory\n$ python scripts/prepare_knbc.py KNBC_v1.0_090925_utf8 -o source_knbc.txt\"\u003e\u003cpre\u003e$ \u003cspan class=\"pl-s1\"\u003ecurl -o knbc.tar.bz2 https://nlp.ist.i.kyoto-u.ac.jp/kuntt/KNBC_v1.0_090925_utf8.tar.bz2\u003c/span\u003e\n$ \u003cspan class=\"pl-s1\"\u003etar -xf knbc.tar.bz2 \u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003e outputs KNBC_v1.0_090925_utf8 directory\u003c/span\u003e\u003c/span\u003e\n$ \u003cspan class=\"pl-s1\"\u003epython scripts/prepare_knbc.py KNBC_v1.0_090925_utf8 -o source_knbc.txt\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eAuthor\u003c/h2\u003e\u003ca id=\"user-content-author\" class=\"anchor\" aria-label=\"Permalink: Author\" href=\"#author\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003ca href=\"https://tushuhei.com\" rel=\"nofollow\"\u003eShuhei Iitsuka\u003c/a\u003e\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eDisclaimer\u003c/h2\u003e\u003ca id=\"user-content-disclaimer\" class=\"anchor\" aria-label=\"Permalink: Disclaimer\" href=\"#disclaimer\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThis is not an officially supported Google product.\u003c/p\u003e\n\u003c/article\u003e","loaded":true,"timedOut":false,"errorMessage":null,"headerInfo":{"toc":[{"level":1,"text":"BudouX","anchor":"budoux","htmlText":"BudouX"},{"level":2,"text":"Demo","anchor":"demo","htmlText":"Demo"},{"level":2,"text":"Natural languages supported by pretrained models","anchor":"natural-languages-supported-by-pretrained-models","htmlText":"Natural languages supported by pretrained models"},{"level":3,"text":"Korean support?","anchor":"korean-support","htmlText":"Korean support?"},{"level":2,"text":"Supported Programming languages","anchor":"supported-programming-languages","htmlText":"Supported Programming languages"},{"level":2,"text":"Python module","anchor":"python-module","htmlText":"Python module"},{"level":3,"text":"Install","anchor":"install","htmlText":"Install"},{"level":3,"text":"Usage","anchor":"usage","htmlText":"Usage"},{"level":4,"text":"Library","anchor":"library","htmlText":"Library"},{"level":4,"text":"CLI","anchor":"cli","htmlText":"CLI"},{"level":2,"text":"Caveat","anchor":"caveat","htmlText":"Caveat"},{"level":2,"text":"Background","anchor":"background","htmlText":"Background"},{"level":2,"text":"How it works","anchor":"how-it-works","htmlText":"How it works"},{"level":2,"text":"Building a custom model","anchor":"building-a-custom-model","htmlText":"Building a custom model"},{"level":2,"text":"Constructing a training dataset from the KNBC corpus for Japanese","anchor":"constructing-a-training-dataset-from-the-knbc-corpus-for-japanese","htmlText":"Constructing a training dataset from the KNBC corpus for Japanese"},{"level":2,"text":"Author","anchor":"author","htmlText":"Author"},{"level":2,"text":"Disclaimer","anchor":"disclaimer","htmlText":"Disclaimer"}],"siteNavLoginPath":"/login?return_to=https%3A%2F%2Fgithub.com%2Fgoogle%2Fbudoux"}},{"displayName":"CODE_OF_CONDUCT.md","repoName":".github","refName":"master","path":"CODE_OF_CONDUCT.md","preferredFileType":"code_of_conduct","tabName":"Code of conduct","richText":null,"loaded":false,"timedOut":false,"errorMessage":null,"headerInfo":{"toc":null,"siteNavLoginPath":"/login?return_to=https%3A%2F%2Fgithub.com%2Fgoogle%2Fbudoux"}},{"displayName":"LICENSE","repoName":"budoux","refName":"main","path":"LICENSE","preferredFileType":"license","tabName":"Apache-2.0","richText":null,"loaded":false,"timedOut":false,"errorMessage":null,"headerInfo":{"toc":null,"siteNavLoginPath":"/login?return_to=https%3A%2F%2Fgithub.com%2Fgoogle%2Fbudoux"}},{"displayName":"SECURITY.md","repoName":".github","refName":"master","path":"SECURITY.md","preferredFileType":"security","tabName":"Security","richText":null,"loaded":false,"timedOut":false,"errorMessage":null,"headerInfo":{"toc":null,"siteNavLoginPath":"/login?return_to=https%3A%2F%2Fgithub.com%2Fgoogle%2Fbudoux"}}],"overviewFilesProcessingTime":0}},"appPayload":{"helpUrl":"https://docs.github.com","findFileWorkerPath":"/assets-cdn/worker/find-file-worker-7d7eb7c71814.js","findInFileWorkerPath":"/assets-cdn/worker/find-in-file-worker-708ec8ade250.js","githubDevUrl":null,"enabled_features":{"copilot_workspace":null,"code_nav_ui_events":false,"overview_shared_code_dropdown_button":true,"react_blob_overlay":false,"accessible_code_button":true,"github_models_repo_integration":false}}}}</script> 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fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="m11.28 3.22 4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.275-.326.749.749 0 0 1 .215-.734L13.94 8l-3.72-3.72a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215Zm-6.56 0a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042L2.06 8l3.72 3.72a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L.47 8.53a.75.75 0 0 1 0-1.06Z"></path></svg></span><span data-component="text" class="prc-Button-Label-pTQ3x">Code</span><span data-component="trailingVisual" class="prc-Button-Visual-2epfX prc-Button-VisualWrap-Db-eB"><svg aria-hidden="true" focusable="false" class="octicon octicon-triangle-down" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path></svg></span></span></button><div 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data-hotkey="k"></button><h2 class="sr-only ScreenReaderHeading-module__userSelectNone--vW4Cq prc-Heading-Heading-6CmGO" data-testid="screen-reader-heading" id="folders-and-files">Folders and files</h2><table aria-labelledby="folders-and-files" class="Box-sc-g0xbh4-0 fdROMU"><thead class="Box-sc-g0xbh4-0 jGKpsv"><tr class="Box-sc-g0xbh4-0 jdgHnn"><th colSpan="2" class="Box-sc-g0xbh4-0 bQivRW"><span class="text-bold">Name</span></th><th colSpan="1" class="Box-sc-g0xbh4-0 ldkMIO"><span class="text-bold">Name</span></th><th class="hide-sm"><div title="Last commit message" class="Truncate__StyledTruncate-sc-23o1d2-0 liVpTx width-fit"><span class="text-bold">Last commit message</span></div></th><th colSpan="1" class="Box-sc-g0xbh4-0 jMbWeI"><div title="Last commit date" class="Truncate__StyledTruncate-sc-23o1d2-0 liVpTx width-fit"><span class="text-bold">Last commit date</span></div></th></tr></thead><tbody><tr class="Box-sc-g0xbh4-0 gpqjiB"><td colSpan="3" class="bgColor-muted p-1 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aria-label="Permalink: BudouX" href="#budoux"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto"><a href="https://pypi.org/project/budoux/" rel="nofollow"><img src="https://camo.githubusercontent.com/3eabde600c7afd3c21110428a454cd60f8cae0159b4a79b47f0161c803864f9c/68747470733a2f2f696d672e736869656c64732e696f2f707970692f762f6275646f75783f636f6c6f723d626c7565" alt="PyPI" data-canonical-src="https://img.shields.io/pypi/v/budoux?color=blue" style="max-width: 100%;"></a> <a href="https://www.npmjs.com/package/budoux" rel="nofollow"><img src="https://camo.githubusercontent.com/7616dde28ca38b174cf8af7098e0d4ed99daddf63420a2da012c2fac3044eafe/68747470733a2f2f696d672e736869656c64732e696f2f6e706d2f762f6275646f75783f636f6c6f723d79656c6c6f77" alt="npm" data-canonical-src="https://img.shields.io/npm/v/budoux?color=yellow" style="max-width: 100%;"></a> <a href="https://mvnrepository.com/artifact/com.google.budoux/budoux" rel="nofollow"><img src="https://camo.githubusercontent.com/1bf4bfb39319a045f7c6cdbe325026ebf71e444b6419e5173f064652373ba44e/68747470733a2f2f696d672e736869656c64732e696f2f6d6176656e2d63656e7472616c2f762f636f6d2e676f6f676c652e6275646f75782f6275646f7578" alt="Maven Central" data-canonical-src="https://img.shields.io/maven-central/v/com.google.budoux/budoux" style="max-width: 100%;"></a></p> <p dir="auto">Standalone. Small. Language-neutral.</p> <p dir="auto">BudouX is the successor to <a href="https://github.com/google/budou">Budou</a>, the machine learning powered line break organizer tool.</p> <p dir="auto"><a target="_blank" rel="noopener noreferrer nofollow" href="https://raw.githubusercontent.com/google/budoux/main/example.png"><img src="https://raw.githubusercontent.com/google/budoux/main/example.png" alt="Example" style="max-width: 100%;"></a></p> <p dir="auto">It is <strong>standalone</strong>. It works with no dependency on third-party word segmenters such as Google cloud natural language API.</p> <p dir="auto">It is <strong>small</strong>. It takes only around 15 KB including its machine learning model. It's reasonable to use it even on the client-side.</p> <p dir="auto">It is <strong>language-neutral</strong>. You can train a model for any language by feeding a dataset to BudouX’s training script.</p> <p dir="auto">Last but not least, BudouX supports HTML inputs.</p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Demo</h2><a id="user-content-demo" class="anchor" aria-label="Permalink: Demo" href="#demo"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto"><a href="https://google.github.io/budoux" rel="nofollow">https://google.github.io/budoux</a></p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Natural languages supported by pretrained models</h2><a id="user-content-natural-languages-supported-by-pretrained-models" class="anchor" aria-label="Permalink: Natural languages supported by pretrained models" href="#natural-languages-supported-by-pretrained-models"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul dir="auto"> <li>Japanese</li> <li>Simplified Chinese</li> <li>Traditional Chinese</li> <li>Thai</li> </ul> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Korean support?</h3><a id="user-content-korean-support" class="anchor" aria-label="Permalink: Korean support?" href="#korean-support"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Korean uses spaces between words, so you can generally prevent words from being split across lines by applying the CSS property <code>word-break: keep-all</code> to the paragraph, which should be much more performant than installing BudouX. That said, we're happy to explore dedicated Korean language support if the above solution proves insufficient.</p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Supported Programming languages</h2><a id="user-content-supported-programming-languages" class="anchor" aria-label="Permalink: Supported Programming languages" href="#supported-programming-languages"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul dir="auto"> <li>Python</li> <li><a href="https://github.com/google/budoux/tree/main/javascript/">JavaScript</a></li> <li><a href="https://github.com/google/budoux/tree/main/java/">Java</a></li> </ul> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Python module</h2><a id="user-content-python-module" class="anchor" aria-label="Permalink: Python module" href="#python-module"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Install</h3><a id="user-content-install" class="anchor" aria-label="Permalink: Install" href="#install"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <div class="highlight highlight-text-shell-session notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="$ pip install budoux"><pre>$ <span class="pl-s1">pip install budoux</span></pre></div> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Usage</h3><a id="user-content-usage" class="anchor" aria-label="Permalink: Usage" href="#usage"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <div class="markdown-heading" dir="auto"><h4 tabindex="-1" class="heading-element" dir="auto">Library</h4><a id="user-content-library" class="anchor" aria-label="Permalink: Library" href="#library"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">You can get a list of phrases by feeding a sentence to the parser. The easiest way is to get a parser is loading the default parser for each language.</p> <p dir="auto"><strong>Japanese:</strong></p> <div class="highlight highlight-source-python notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="import budoux parser = budoux.load_default_japanese_parser() print(parser.parse('今日は天気です。')) # ['今日は', '天気です。']"><pre><span class="pl-k">import</span> <span class="pl-s1">budoux</span> <span class="pl-s1">parser</span> <span class="pl-c1">=</span> <span class="pl-s1">budoux</span>.<span class="pl-c1">load_default_japanese_parser</span>() <span class="pl-en">print</span>(<span class="pl-s1">parser</span>.<span class="pl-c1">parse</span>(<span class="pl-s">'今日は天気です。'</span>)) <span class="pl-c"># ['今日は', '天気です。']</span></pre></div> <p dir="auto"><strong>Simplified Chinese:</strong></p> <div class="highlight highlight-source-python notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="import budoux parser = budoux.load_default_simplified_chinese_parser() print(parser.parse('今天是晴天。')) # ['今天', '是', '晴天。']"><pre><span class="pl-k">import</span> <span class="pl-s1">budoux</span> <span class="pl-s1">parser</span> <span class="pl-c1">=</span> <span class="pl-s1">budoux</span>.<span class="pl-c1">load_default_simplified_chinese_parser</span>() <span class="pl-en">print</span>(<span class="pl-s1">parser</span>.<span class="pl-c1">parse</span>(<span class="pl-s">'今天是晴天。'</span>)) <span class="pl-c"># ['今天', '是', '晴天。']</span></pre></div> <p dir="auto"><strong>Traditional Chinese:</strong></p> <div class="highlight highlight-source-python notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="import budoux parser = budoux.load_default_traditional_chinese_parser() print(parser.parse('今天是晴天。')) # ['今天', '是', '晴天。']"><pre><span class="pl-k">import</span> <span class="pl-s1">budoux</span> <span class="pl-s1">parser</span> <span class="pl-c1">=</span> <span class="pl-s1">budoux</span>.<span class="pl-c1">load_default_traditional_chinese_parser</span>() <span class="pl-en">print</span>(<span class="pl-s1">parser</span>.<span class="pl-c1">parse</span>(<span class="pl-s">'今天是晴天。'</span>)) <span class="pl-c"># ['今天', '是', '晴天。']</span></pre></div> <p dir="auto"><strong>Thai:</strong></p> <div class="highlight highlight-source-python notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="import budoux parser = budoux.load_default_thai_parser() print(parser.parse('วันนี้อากาศดี')) # ['วัน', 'นี้', 'อากาศ', 'ดี']"><pre><span class="pl-k">import</span> <span class="pl-s1">budoux</span> <span class="pl-s1">parser</span> <span class="pl-c1">=</span> <span class="pl-s1">budoux</span>.<span class="pl-c1">load_default_thai_parser</span>() <span class="pl-en">print</span>(<span class="pl-s1">parser</span>.<span class="pl-c1">parse</span>(<span class="pl-s">'วันนี้อากาศดี'</span>)) <span class="pl-c"># ['วัน', 'นี้', 'อากาศ', 'ดี']</span></pre></div> <p dir="auto">You can also translate an HTML string to wrap phrases with non-breaking markup. The default parser uses zero-width space (U+200B) to separate phrases.</p> <div class="highlight highlight-source-python notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="print(parser.translate_html_string('今日は<b>とても天気</b>です。')) # <span style="word-break: keep-all; overflow-wrap: anywhere;">今日は<b>\u200bとても\u200b天気</b>です。</span>"><pre><span class="pl-en">print</span>(<span class="pl-s1">parser</span>.<span class="pl-c1">translate_html_string</span>(<span class="pl-s">'今日は<b>とても天気</b>です。'</span>)) <span class="pl-c"># <span style="word-break: keep-all; overflow-wrap: anywhere;">今日は<b>\u200bとても\u200b天気</b>です。</span></span></pre></div> <p dir="auto">Please note that separators are denoted as <code>\u200b</code> in the example above for illustrative purposes, but the actual output is an invisible string as it's a zero-width space.</p> <p dir="auto">If you have a custom model, you can use it as follows.</p> <div class="highlight highlight-source-python notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="with open('/path/to/your/model.json') as f: model = json.load(f) parser = budoux.Parser(model)"><pre><span class="pl-k">with</span> <span class="pl-en">open</span>(<span class="pl-s">'/path/to/your/model.json'</span>) <span class="pl-k">as</span> <span class="pl-s1">f</span>: <span class="pl-s1">model</span> <span class="pl-c1">=</span> <span class="pl-s1">json</span>.<span class="pl-c1">load</span>(<span class="pl-s1">f</span>) <span class="pl-s1">parser</span> <span class="pl-c1">=</span> <span class="pl-s1">budoux</span>.<span class="pl-c1">Parser</span>(<span class="pl-s1">model</span>)</pre></div> <p dir="auto">A model file for BudouX is a JSON file that contains pairs of a feature and its score extracted by machine learning training. Each score represents the significance of the feature in determining whether to break the sentence at a specific point.</p> <p dir="auto">For more details of the JavaScript model, please refer to <a href="https://github.com/google/budoux/tree/main/javascript/README.md">JavaScript module README</a>.</p> <div class="markdown-heading" dir="auto"><h4 tabindex="-1" class="heading-element" dir="auto">CLI</h4><a id="user-content-cli" class="anchor" aria-label="Permalink: CLI" href="#cli"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">You can also format inputs on your terminal with <code>budoux</code> command.</p> <div class="highlight highlight-text-shell-session notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="$ budoux 本日は晴天です。 # default: japanese 本日は 晴天です。 $ budoux -l ja 本日は晴天です。 本日は 晴天です。 $ budoux -l zh-hans 今天天气晴朗。 今天 天气 晴朗。 $ budoux -l zh-hant 今天天氣晴朗。 今天 天氣 晴朗。 $ budoux -l th วันนี้อากาศดี วัน นี้ อากาศ ดี"><pre>$ <span class="pl-s1">budoux 本日は晴天です。 <span class="pl-c"><span class="pl-c">#</span> default: japanese</span></span> <span class="pl-c1">本日は</span> <span class="pl-c1">晴天です。</span> $ <span class="pl-s1">budoux -l ja 本日は晴天です。</span> <span class="pl-c1">本日は</span> <span class="pl-c1">晴天です。</span> $ <span class="pl-s1">budoux -l zh-hans 今天天气晴朗。</span> <span class="pl-c1">今天</span> <span class="pl-c1">天气</span> <span class="pl-c1">晴朗。</span> $ <span class="pl-s1">budoux -l zh-hant 今天天氣晴朗。</span> <span class="pl-c1">今天</span> <span class="pl-c1">天氣</span> <span class="pl-c1">晴朗。</span> $ <span class="pl-s1">budoux -l th วันนี้อากาศดี</span> <span class="pl-c1">วัน</span> <span class="pl-c1">นี้</span> <span class="pl-c1">อากาศ</span> <span class="pl-c1">ดี</span></pre></div> <div class="highlight highlight-text-shell-session notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="$ echo $'本日は晴天です。\n明日は曇りでしょう。' | budoux 本日は 晴天です。 --- 明日は 曇りでしょう。"><pre>$ <span class="pl-s1"><span class="pl-c1">echo</span> <span class="pl-s"><span class="pl-pds">$'</span>本日は晴天です。<span class="pl-cce">\n</span>明日は曇りでしょう。<span class="pl-pds">'</span></span> <span class="pl-k">|</span> budoux</span> <span class="pl-c1">本日は</span> <span class="pl-c1">晴天です。</span> <span class="pl-c1">---</span> <span class="pl-c1">明日は</span> <span class="pl-c1">曇りでしょう。</span></pre></div> <div class="highlight highlight-text-shell-session notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="$ budoux 本日は晴天です。 -H <span style="word-break: keep-all; overflow-wrap: anywhere;">本日は\u200b晴天です。</span>"><pre>$ <span class="pl-s1">budoux 本日は晴天です。 -H</span> <span class="pl-c1"><span style="word-break: keep-all; overflow-wrap: anywhere;">本日は\u200b晴天です。</span></span></pre></div> <p dir="auto">Please note that separators are denoted as <code>\u200b</code> in the example above for illustrative purposes, but the actual output is an invisible string as it's a zero-width space.</p> <p dir="auto">If you want to see help, run <code>budoux -h</code>.</p> <div class="highlight highlight-text-shell-session notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="$ budoux -h usage: budoux [-h] [-H] [-m JSON | -l LANG] [-d STR] [-V] [TXT] BudouX is the successor to Budou, the machine learning powered line break organizer tool. positional arguments: TXT text (default: None) optional arguments: -h, --help show this help message and exit -H, --html HTML mode (default: False) -m JSON, --model JSON custom model file path (default: /path/to/budoux/models/ja.json) -l LANG, --lang LANG language of custom model (default: None) -d STR, --delim STR output delimiter in TEXT mode (default: ---) -V, --version show program's version number and exit supported languages of `-l`, `--lang`: - ja - zh-hans - zh-hant - th"><pre>$ <span class="pl-s1">budoux -h</span> <span class="pl-c1">usage: budoux [-h] [-H] [-m JSON | -l LANG] [-d STR] [-V] [TXT]</span> <span class="pl-c1">BudouX is the successor to Budou,</span> <span class="pl-c1">the machine learning powered line break organizer tool.</span> <span class="pl-c1">positional arguments:</span> <span class="pl-c1"> TXT text (default: None)</span> <span class="pl-c1">optional arguments:</span> <span class="pl-c1"> -h, --help show this help message and exit</span> <span class="pl-c1"> -H, --html HTML mode (default: False)</span> <span class="pl-c1"> -m JSON, --model JSON custom model file path (default: /path/to/budoux/models/ja.json)</span> <span class="pl-c1"> -l LANG, --lang LANG language of custom model (default: None)</span> <span class="pl-c1"> -d STR, --delim STR output delimiter in TEXT mode (default: ---)</span> <span class="pl-c1"> -V, --version show program's version number and exit</span> <span class="pl-c1">supported languages of `-l`, `--lang`:</span> <span class="pl-c1">- ja</span> <span class="pl-c1">- zh-hans</span> <span class="pl-c1">- zh-hant</span> <span class="pl-c1">- th</span></pre></div> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Caveat</h2><a id="user-content-caveat" class="anchor" aria-label="Permalink: Caveat" href="#caveat"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">BudouX supports HTML inputs and outputs HTML strings with markup that wraps phrases, but it's not meant to be used as an HTML sanitizer. <strong>BudouX doesn't sanitize any inputs.</strong> Malicious HTML inputs yield malicious HTML outputs. Please use it with an appropriate sanitizer library if you don't trust the input.</p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Background</h2><a id="user-content-background" class="anchor" aria-label="Permalink: Background" href="#background"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">English text has many clues, like spacing and hyphenation, that enable beautiful and readable line breaks. However, some CJK languages lack these clues, and so are notoriously more difficult to process. Line breaks can occur randomly and usually in the middle of a word or a phrase without a more careful approach. This is a long-standing issue in typography on the Web, which results in a degradation of readability.</p> <p dir="auto">Budou was proposed as a solution to this problem in 2016. It automatically translates CJK sentences into HTML with lexical phrases wrapped in non-breaking markup, so as to semantically control line breaks. Budou has solved this problem to some extent, but it still has some problems integrating with modern web production workflow.</p> <p dir="auto">The biggest barrier in applying Budou to a website is that it has dependency on third-party word segmenters. Usually a word segmenter is a large program that is infeasible to download for every web page request. It would also be an undesirable option making a request to a cloud-based word segmentation service for every sentence, considering the speed and cost. That’s why we need a standalone line break organizer tool equipped with its own segmentation engine small enough to be bundled in a client-side JavaScript code.</p> <p dir="auto">Budou<em>X</em> is the successor to Budou, designed to be integrated with your website with no hassle.</p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">How it works</h2><a id="user-content-how-it-works" class="anchor" aria-label="Permalink: How it works" href="#how-it-works"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">BudouX uses the <a href="https://en.wikipedia.org/wiki/AdaBoost" rel="nofollow">AdaBoost algorithm</a> to segment a sentence into phrases by considering the task as a binary classification problem to predict whether to break or not between all characters. It uses features such as the characters around the break point, their Unicode blocks, and combinations of them to make a prediction. The output machine learning model, which is encoded as a JSON file, stores pairs of the feature and its significance score. The BudouX parser takes a model file to construct a segmenter and translates input sentences into a list of phrases.</p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Building a custom model</h2><a id="user-content-building-a-custom-model" class="anchor" aria-label="Permalink: Building a custom model" href="#building-a-custom-model"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">You can build your own custom model for any language by preparing training data in the target language. A training dataset is a large text file that consists of sentences separated by phrases with the separator symbol "▁" (U+2581) like below.</p> <div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="私は▁遅刻魔で、▁待ち合わせに▁いつも▁遅刻してしまいます。 メールで▁待ち合わせ▁相手に▁一言、▁「ごめんね」と▁謝れば▁どうにか▁なると▁思っていました。 海外では▁ケータイを▁持っていない。"><pre lang="text" class="notranslate"><code>私は▁遅刻魔で、▁待ち合わせに▁いつも▁遅刻してしまいます。 メールで▁待ち合わせ▁相手に▁一言、▁「ごめんね」と▁謝れば▁どうにか▁なると▁思っていました。 海外では▁ケータイを▁持っていない。 </code></pre></div> <p dir="auto">Assuming the text file is saved as <code>mysource.txt</code>, you can build your own custom model by running the following commands.</p> <div class="highlight highlight-text-shell-session notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="$ pip install .[dev] $ python scripts/encode_data.py mysource.txt -o encoded_data.txt $ python scripts/train.py encoded_data.txt -o weights.txt $ python scripts/build_model.py weights.txt -o mymodel.json"><pre>$ <span class="pl-s1">pip install .[dev]</span> $ <span class="pl-s1">python scripts/encode_data.py mysource.txt -o encoded_data.txt</span> $ <span class="pl-s1">python scripts/train.py encoded_data.txt -o weights.txt</span> $ <span class="pl-s1">python scripts/build_model.py weights.txt -o mymodel.json</span></pre></div> <p dir="auto">Please note that <code>train.py</code> takes time to complete depending on your computer resources. Good news is that the training algorithm is an <a href="https://en.wikipedia.org/wiki/Anytime_algorithm" rel="nofollow">anytime algorithm</a>, so you can get a weights file even if you interrupt the execution. You can build a valid model file by passing that weights file to <code>build_model.py</code> even in such a case.</p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Constructing a training dataset from the KNBC corpus for Japanese</h2><a id="user-content-constructing-a-training-dataset-from-the-knbc-corpus-for-japanese" class="anchor" aria-label="Permalink: Constructing a training dataset from the KNBC corpus for Japanese" href="#constructing-a-training-dataset-from-the-knbc-corpus-for-japanese"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">The default model for Japanese (<code>budoux/models/ja.json</code>) is built using the <a href="https://nlp.ist.i.kyoto-u.ac.jp/kuntt/" rel="nofollow">KNBC corpus</a>. You can create a training dataset, which we name <code>source_knbc.txt</code> below for example, from the corpus by running the following commands:</p> <div class="highlight highlight-text-shell-session notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="$ curl -o knbc.tar.bz2 https://nlp.ist.i.kyoto-u.ac.jp/kuntt/KNBC_v1.0_090925_utf8.tar.bz2 $ tar -xf knbc.tar.bz2 # outputs KNBC_v1.0_090925_utf8 directory $ python scripts/prepare_knbc.py KNBC_v1.0_090925_utf8 -o source_knbc.txt"><pre>$ <span class="pl-s1">curl -o knbc.tar.bz2 https://nlp.ist.i.kyoto-u.ac.jp/kuntt/KNBC_v1.0_090925_utf8.tar.bz2</span> $ <span class="pl-s1">tar -xf knbc.tar.bz2 <span class="pl-c"><span class="pl-c">#</span> outputs KNBC_v1.0_090925_utf8 directory</span></span> $ <span class="pl-s1">python scripts/prepare_knbc.py KNBC_v1.0_090925_utf8 -o source_knbc.txt</span></pre></div> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Author</h2><a id="user-content-author" class="anchor" aria-label="Permalink: Author" href="#author"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto"><a href="https://tushuhei.com" rel="nofollow">Shuhei Iitsuka</a></p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Disclaimer</h2><a id="user-content-disclaimer" class="anchor" aria-label="Permalink: Disclaimer" href="#disclaimer"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">This is not an officially supported Google product.</p> </article></div></div></div></div></div> <!-- --> <!-- --> <script type="application/json" id="__PRIMER_DATA_:R0:__">{"resolvedServerColorMode":"day"}</script></div> </react-partial> <input 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3.88 11 3 11a4.498 4.498 0 0 1-2.023-.454 3.544 3.544 0 0 1-.686-.45l-.045-.04-.016-.015-.006-.006-.004-.004v-.001a.75.75 0 0 1-.154-.838L2.178 4.5H1.75a.75.75 0 0 1 0-1.5h2.234a.249.249 0 0 0 .125-.033l1.288-.737c.265-.15.564-.23.869-.23h.984V.75a.75.75 0 0 1 1.5 0Zm2.945 8.477c.285.135.718.273 1.305.273s1.02-.138 1.305-.273L13 6.327Zm-10 0c.285.135.718.273 1.305.273s1.02-.138 1.305-.273L3 6.327Z"></path> </svg> Apache-2.0 license </a> </div> <h3 class="sr-only">Code of conduct</h3> <div class="mt-2"> <a href="#coc-ov-file" class="Link--muted" data-analytics-event="{"category":"Repository Overview","action":"click","label":"location:sidebar;file:code of conduct"}" > <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-code-of-conduct mr-2"> <path d="M8.048 2.241c.964-.709 2.079-1.238 3.325-1.241a4.616 4.616 0 0 1 3.282 1.355c.41.408.757.86.996 1.428.238.568.348 1.206.347 1.968 0 2.193-1.505 4.254-3.081 5.862-1.496 1.526-3.213 2.796-4.249 3.563l-.22.163a.749.749 0 0 1-.895 0l-.221-.163c-1.036-.767-2.753-2.037-4.249-3.563C1.51 10.008.007 7.952.002 5.762a4.614 4.614 0 0 1 1.353-3.407C3.123.585 6.223.537 8.048 2.24Zm-1.153.983c-1.25-1.033-3.321-.967-4.48.191a3.115 3.115 0 0 0-.913 2.335c0 1.556 1.109 3.24 2.652 4.813C5.463 11.898 6.96 13.032 8 13.805c.353-.262.758-.565 1.191-.905l-1.326-1.223a.75.75 0 0 1 1.018-1.102l1.48 1.366c.328-.281.659-.577.984-.887L9.99 9.802a.75.75 0 1 1 1.019-1.103l1.384 1.28c.295-.329.566-.661.81-.995L12.92 8.7l-1.167-1.168c-.674-.671-1.78-.664-2.474.03-.268.269-.538.537-.802.797-.893.882-2.319.843-3.185-.032-.346-.35-.693-.697-1.043-1.047a.75.75 0 0 1-.04-1.016c.162-.191.336-.401.52-.623.62-.748 1.356-1.637 2.166-2.417Zm7.112 4.442c.313-.65.491-1.293.491-1.916v-.001c0-.614-.088-1.045-.23-1.385-.143-.339-.357-.633-.673-.949a3.111 3.111 0 0 0-2.218-.915c-1.092.003-2.165.627-3.226 1.602-.823.755-1.554 1.637-2.228 2.45l-.127.154.562.566a.755.755 0 0 0 1.066.02l.794-.79c1.258-1.258 3.312-1.31 4.594-.032.396.394.792.791 1.173 1.173Z"></path> </svg> Code of conduct </a> </div> <h3 class="sr-only">Security policy</h3> <div class="mt-2"> <a href="#security-ov-file" class="Link--muted" data-analytics-event="{"category":"Repository Overview","action":"click","label":"location:sidebar;file:security policy"}" > <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-law mr-2"> <path d="M8.75.75V2h.985c.304 0 .603.08.867.231l1.29.736c.038.022.08.033.124.033h2.234a.75.75 0 0 1 0 1.5h-.427l2.111 4.692a.75.75 0 0 1-.154.838l-.53-.53.529.531-.001.002-.002.002-.006.006-.006.005-.01.01-.045.04c-.21.176-.441.327-.686.45C14.556 10.78 13.88 11 13 11a4.498 4.498 0 0 1-2.023-.454 3.544 3.544 0 0 1-.686-.45l-.045-.04-.016-.015-.006-.006-.004-.004v-.001a.75.75 0 0 1-.154-.838L12.178 4.5h-.162c-.305 0-.604-.079-.868-.231l-1.29-.736a.245.245 0 0 0-.124-.033H8.75V13h2.5a.75.75 0 0 1 0 1.5h-6.5a.75.75 0 0 1 0-1.5h2.5V3.5h-.984a.245.245 0 0 0-.124.033l-1.289.737c-.265.15-.564.23-.869.23h-.162l2.112 4.692a.75.75 0 0 1-.154.838l-.53-.53.529.531-.001.002-.002.002-.006.006-.016.015-.045.04c-.21.176-.441.327-.686.45C4.556 10.78 3.88 11 3 11a4.498 4.498 0 0 1-2.023-.454 3.544 3.544 0 0 1-.686-.45l-.045-.04-.016-.015-.006-.006-.004-.004v-.001a.75.75 0 0 1-.154-.838L2.178 4.5H1.75a.75.75 0 0 1 0-1.5h2.234a.249.249 0 0 0 .125-.033l1.288-.737c.265-.15.564-.23.869-.23h.984V.75a.75.75 0 0 1 1.5 0Zm2.945 8.477c.285.135.718.273 1.305.273s1.02-.138 1.305-.273L13 6.327Zm-10 0c.285.135.718.273 1.305.273s1.02-.138 1.305-.273L3 6.327Z"></path> </svg> Security policy </a> </div> <include-fragment src="/google/budoux/hovercards/citation/sidebar_partial?tree_name=main"> </include-fragment> <div class="mt-2"> <a href="/google/budoux/activity" data-view-component="true" class="Link Link--muted"><svg text="gray" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-pulse mr-2"> <path d="M6 2c.306 0 .582.187.696.471L10 10.731l1.304-3.26A.751.751 0 0 1 12 7h3.25a.75.75 0 0 1 0 1.5h-2.742l-1.812 4.528a.751.751 0 0 1-1.392 0L6 4.77 4.696 8.03A.75.75 0 0 1 4 8.5H.75a.75.75 0 0 1 0-1.5h2.742l1.812-4.529A.751.751 0 0 1 6 2Z"></path> </svg> <span class="color-fg-muted">Activity</span></a> </div> <div class="mt-2"> <a href="/google/budoux/custom-properties" data-view-component="true" class="Link Link--muted"><svg text="gray" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-note mr-2"> <path d="M0 3.75C0 2.784.784 2 1.75 2h12.5c.966 0 1.75.784 1.75 1.75v8.5A1.75 1.75 0 0 1 14.25 14H1.75A1.75 1.75 0 0 1 0 12.25Zm1.75-.25a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h12.5a.25.25 0 0 0 .25-.25v-8.5a.25.25 0 0 0-.25-.25ZM3.5 6.25a.75.75 0 0 1 .75-.75h7a.75.75 0 0 1 0 1.5h-7a.75.75 0 0 1-.75-.75Zm.75 2.25h4a.75.75 0 0 1 0 1.5h-4a.75.75 0 0 1 0-1.5Z"></path> </svg> <span class="color-fg-muted">Custom properties</span></a> </div> <h3 class="sr-only">Stars</h3> <div class="mt-2"> <a href="/google/budoux/stargazers" data-view-component="true" class="Link Link--muted"><svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-star mr-2"> <path d="M8 .25a.75.75 0 0 1 .673.418l1.882 3.815 4.21.612a.75.75 0 0 1 .416 1.279l-3.046 2.97.719 4.192a.751.751 0 0 1-1.088.791L8 12.347l-3.766 1.98a.75.75 0 0 1-1.088-.79l.72-4.194L.818 6.374a.75.75 0 0 1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z"></path> </svg> <strong>1.5k</strong> stars</a> </div> <h3 class="sr-only">Watchers</h3> <div class="mt-2"> <a href="/google/budoux/watchers" data-view-component="true" class="Link Link--muted"><svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-eye mr-2"> <path d="M8 2c1.981 0 3.671.992 4.933 2.078 1.27 1.091 2.187 2.345 2.637 3.023a1.62 1.62 0 0 1 0 1.798c-.45.678-1.367 1.932-2.637 3.023C11.67 13.008 9.981 14 8 14c-1.981 0-3.671-.992-4.933-2.078C1.797 10.83.88 9.576.43 8.898a1.62 1.62 0 0 1 0-1.798c.45-.677 1.367-1.931 2.637-3.022C4.33 2.992 6.019 2 8 2ZM1.679 7.932a.12.12 0 0 0 0 .136c.411.622 1.241 1.75 2.366 2.717C5.176 11.758 6.527 12.5 8 12.5c1.473 0 2.825-.742 3.955-1.715 1.124-.967 1.954-2.096 2.366-2.717a.12.12 0 0 0 0-.136c-.412-.621-1.242-1.75-2.366-2.717C10.824 4.242 9.473 3.5 8 3.5c-1.473 0-2.825.742-3.955 1.715-1.124.967-1.954 2.096-2.366 2.717ZM8 10a2 2 0 1 1-.001-3.999A2 2 0 0 1 8 10Z"></path> </svg> <strong>7</strong> watching</a> </div> <h3 class="sr-only">Forks</h3> <div class="mt-2"> <a href="/google/budoux/forks" data-view-component="true" class="Link Link--muted"><svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo-forked mr-2"> <path d="M5 5.372v.878c0 .414.336.75.75.75h4.5a.75.75 0 0 0 .75-.75v-.878a2.25 2.25 0 1 1 1.5 0v.878a2.25 2.25 0 0 1-2.25 2.25h-1.5v2.128a2.251 2.251 0 1 1-1.5 0V8.5h-1.5A2.25 2.25 0 0 1 3.5 6.25v-.878a2.25 2.25 0 1 1 1.5 0ZM5 3.25a.75.75 0 1 0-1.5 0 .75.75 0 0 0 1.5 0Zm6.75.75a.75.75 0 1 0 0-1.5.75.75 0 0 0 0 1.5Zm-3 8.75a.75.75 0 1 0-1.5 0 .75.75 0 0 0 1.5 0Z"></path> </svg> <strong>36</strong> forks</a> </div> <div class="mt-2"> <a class="Link--muted" href="/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fgoogle%2Fbudoux&report=google+%28user%29"> Report repository </a> </div> </div> </div> </div> <div class="BorderGrid-row"> <div class="BorderGrid-cell"> <h2 class="h4 mb-3" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame"> <a href="/google/budoux/releases" data-view-component="true" class="Link--primary no-underline Link">Releases <span title="21" data-view-component="true" class="Counter">21</span></a></h2> <a class="Link--primary d-flex no-underline" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" href="/google/budoux/releases/tag/v0.7.0"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-tag flex-shrink-0 mt-1 color-fg-success"> <path d="M1 7.775V2.75C1 1.784 1.784 1 2.75 1h5.025c.464 0 .91.184 1.238.513l6.25 6.25a1.75 1.75 0 0 1 0 2.474l-5.026 5.026a1.75 1.75 0 0 1-2.474 0l-6.25-6.25A1.752 1.752 0 0 1 1 7.775Zm1.5 0c0 .066.026.13.073.177l6.25 6.25a.25.25 0 0 0 .354 0l5.025-5.025a.25.25 0 0 0 0-.354l-6.25-6.25a.25.25 0 0 0-.177-.073H2.75a.25.25 0 0 0-.25.25ZM6 5a1 1 0 1 1 0 2 1 1 0 0 1 0-2Z"></path> </svg> <div class="ml-2 min-width-0"> <div class="d-flex"> <span class="css-truncate css-truncate-target text-bold mr-2" style="max-width: none;">v0.7.0</span> <span title="Label: Latest" data-view-component="true" class="Label Label--success flex-shrink-0"> Latest </span> </div> <div class="text-small color-fg-muted"><relative-time datetime="2025-03-11T02:17:17Z" class="no-wrap">Mar 11, 2025</relative-time></div> </div> </a> <div data-view-component="true" class="mt-3"> <a text="small" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" href="/google/budoux/releases" data-view-component="true" class="Link">+ 20 releases</a></div> </div> </div> <div class="BorderGrid-row"> <div class="BorderGrid-cell"> <h2 class="h4 mb-3"> <a href="/orgs/google/packages?repo_name=budoux" data-view-component="true" class="Link--primary no-underline Link d-flex flex-items-center">Packages <span title="0" hidden="hidden" data-view-component="true" class="Counter ml-1">0</span></a></h2> <div class="text-small color-fg-muted" > No packages published <br> </div> </div> </div> <div class="BorderGrid-row" > <div class="BorderGrid-cell"> <h2 class="h4 mb-3"> <a href="/google/budoux/network/dependents" data-view-component="true" class="Link--primary no-underline Link">Used by <span title="242" data-view-component="true" class="Counter">242</span></a> </h2> <a class="d-flex flex-items-center" href="/google/budoux/network/dependents"> <ul class="hx_flex-avatar-stack list-style-none min-width-0"> <li class="hx_flex-avatar-stack-item"> <img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/67541916?s=64&v=4" width="32" height="32" alt="@kanium3" /> </li> <li class="hx_flex-avatar-stack-item"> <img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/142199384?s=64&v=4" width="32" height="32" alt="@nono-k" /> </li> <li class="hx_flex-avatar-stack-item"> <img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/59691627?s=64&v=4" width="32" height="32" alt="@sevenc-nanashi" /> </li> <li class="hx_flex-avatar-stack-item"> <img class="avatar" src="https://avatars.githubusercontent.com/u/106904177?s=64&v=4" width="32" height="32" alt="@Feature-Me" /> </li> <li class="hx_flex-avatar-stack-item"> <img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/64057266?s=64&v=4" width="32" height="32" alt="@ulong32" /> </li> <li class="hx_flex-avatar-stack-item"> <img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/101086816?s=64&v=4" width="32" height="32" alt="@elca-hub" /> </li> <li class="hx_flex-avatar-stack-item"> <img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/24543982?s=64&v=4" width="32" height="32" alt="@hota1024" /> </li> <li class="hx_flex-avatar-stack-item"> <img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/48943030?s=64&v=4" width="32" height="32" alt="@sou1118" /> </li> </ul> <span class="px-2 text-bold text-small no-wrap"> + 234 </span> </a> </div> </div> <div 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</div> <div class="BorderGrid-row"> <div class="BorderGrid-cell"> <h2 class="h4 mb-3">Languages</h2> <div class="mb-2"> <span data-view-component="true" class="Progress"> <span style="background-color:#3572A5 !important;;width: 53.0%;" itemprop="keywords" data-view-component="true" class="Progress-item color-bg-success-emphasis"></span> <span style="background-color:#3178c6 !important;;width: 33.5%;" itemprop="keywords" data-view-component="true" class="Progress-item color-bg-success-emphasis"></span> <span style="background-color:#b07219 !important;;width: 10.2%;" itemprop="keywords" data-view-component="true" class="Progress-item color-bg-success-emphasis"></span> <span style="background-color:#f1e05a !important;;width: 3.3%;" itemprop="keywords" data-view-component="true" class="Progress-item color-bg-success-emphasis"></span> </span></div> <ul class="list-style-none"> <li class="d-inline"> <a class="d-inline-flex flex-items-center flex-nowrap Link--secondary no-underline text-small mr-3" href="/google/budoux/search?l=python" data-ga-click="Repository, language stats search click, location:repo overview"> <svg style="color:#3572A5;" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-dot-fill mr-2"> <path d="M8 4a4 4 0 1 1 0 8 4 4 0 0 1 0-8Z"></path> </svg> <span class="color-fg-default text-bold mr-1">Python</span> <span>53.0%</span> </a> </li> <li class="d-inline"> <a class="d-inline-flex flex-items-center flex-nowrap Link--secondary no-underline text-small mr-3" href="/google/budoux/search?l=typescript" data-ga-click="Repository, language stats search click, location:repo overview"> <svg style="color:#3178c6;" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-dot-fill mr-2"> <path d="M8 4a4 4 0 1 1 0 8 4 4 0 0 1 0-8Z"></path> </svg> <span class="color-fg-default text-bold mr-1">TypeScript</span> <span>33.5%</span> 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