Kai Zhang

17 papers B 1Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Biomed. Signal Process. Control.
Jieren Xie, Hechong Su, Zengyao Yang, Yuncheng Ge, Huazixi Zeng, Shuwen Bai, Chengxi Xie, Kai Zhang, Sicong Zhang, Guanghua Xu
2025 J jnl
IEEE Trans. Ind. Informatics
Shengchao Chen, Guanghua Xu, Tangfei Tao, Sicong Zhang, Kai Zhang, Jiachen Kuang
2025 J jnl
Neurocomputing
Hechong Su, Jieren Xie, Zengyao Yang, Yuncheng Ge, Jingya Fu, Chengxi Xie, Kai Zhang, Xinyi Hu, Sicong Zhang, Guanghua Xu
2025 J jnl
Expert Syst. Appl.
Hui Li, Guanghua Xu, Zejin Li, Kai Zhang, Hanli Jiang, Xiaobing Guo, Yongzhen Zhu, Xuwei Yang, Yihua Zhao, Chengcheng Han
2025 J jnl
IEEE Trans. Instrum. Meas.
Yixin Li, Guanghua Xu, Kai Zhang, Gang Wang, Yang Zheng
2025 J jnl
Complex Intell. Syst.
Fan Wei, Guanghua Xu, Qi-Hui Wu, Penglin Qin, Leijun Pan, Yihua Zhao, Kai Zhang
2024 J jnl
Comput. Biol. Medicine
Kai Zhang, Xiaogang Hu
2022 J jnl
Sensors
Peiyuan Tian, Guanghua Xu, Chengcheng Han, Xiaowei Zheng, Kai Zhang, Chenghang Du, Fan Wei, Sicong Zhang
2021 conf
ICCAI
Tangfei Tao, Zezhen Han, Guanghua Xu, Kai Zhang
2021 J jnl
IEEE Access
Renghao Liang, Guanghua Xu, Zhicheng Teng, Min Li, Sicong Zhang, Xiaowei Zheng, Kai Zhang, Bo He
2020 J jnl
Sensors
Kai Zhang, Guanghua Xu, Xiaowei Zheng, Huanzhong Li, Sicong Zhang, Yunhui Yu, Renghao Liang
2020 J jnl
Sensors
Xiaowei Zheng, Guanghua Xu, Kai Zhang, Renghao Liang, Wenqiang Yan, Peiyuan Tian, Yaguang Jia, Sicong Zhang, Chenghang Du
2020 J jnl
Sensors
Kai Zhang, Guanghua Xu, Zezhen Han, Kaiquan Ma, Xiaowei Zheng, Longting Chen, Nan Duan, Sicong Zhang
2020 J jnl
Comput. Math. Methods Medicine
Kai Zhang, Guanghua Xu, Longting Chen, Peiyuan Tian, Chengcheng Han, Sicong Zhang, Nan Duan
2020 J jnl
IEEE Access
Xiaowei Zheng, Guanghua Xu, Wenqiang Yan, Renghao Liang, Kai Zhang, Peiyuan Tian, Zezhen Han
2019 conf
EMBC
Chengcheng Han, Guanghua Xu, Yimin Jiang, Haochong Wang, Xiaobi Chen, Kai Zhang, Jun Xie, Fei Liu
2019 B conf
SMC
Kai Zhang, Guanghua Xu, Xiaobi Chen, Sicong Zhang, Xiaowei Zheng, Chengcheng Han
src/highlight.rs
← Index src/highlight.rs rust
use once_cell::sync::Lazy;
use regex::Regex;
use std::collections::HashMap;

/// Highlighting rules for a "family" of languages.
struct LangRule {
    line_comments: &'static [&'static str],
    block_comments: &'static [(&'static str, &'static str)],
    /// If true, enables strings delimited by " and '
    strings: bool,
    /// If true, also enables triple-quoted strings (Python)
    triple_quote: bool,
    /// If true, also enables backtick template strings (JS/TS)
    backtick: bool,
    /// If true, keywords are matched case-insensitively (e.g. SQL)
    case_insensitive_keywords: bool,
    keywords: &'static [&'static str],
}

const EMPTY_KW: &[&str] = &[];

fn rule_for(lang: &str) -> LangRule {
    match lang {
        "rust" => LangRule {
            line_comments: &["//"],
            block_comments: &[("/*", "*/")],
            strings: true,
            triple_quote: false,
            backtick: false,
            case_insensitive_keywords: false,
            keywords: &[
                "as", "break", "const", "continue", "crate", "dyn", "else", "enum", "extern",
                "false", "fn", "for", "if", "impl", "in", "let", "loop", "match", "mod", "move",
                "mut", "pub", "ref", "return", "self", "Self", "static", "struct", "super",
                "trait", "true", "type", "unsafe", "use", "where", "while", "async", "await",
                "union",
            ],
        },
        "python" => LangRule {
            line_comments: &["#"],
            block_comments: &[],
            strings: true,
            triple_quote: true,
            backtick: false,
            case_insensitive_keywords: false,
            keywords: &[
                "False", "None", "True", "and", "as", "assert", "async", "await", "break",
                "class", "continue", "def", "del", "elif", "else", "except", "finally", "for",
                "from", "global", "if", "import", "in", "is", "lambda", "nonlocal", "not", "or",
                "pass", "raise", "return", "try", "while", "with", "yield", "self",
            ],
        },
        "javascript" | "typescript" => LangRule {
            line_comments: &["//"],
            block_comments: &[("/*", "*/")],
            strings: true,
            triple_quote: false,
            backtick: true,
            case_insensitive_keywords: false,
            keywords: &[
                "break", "case", "catch", "class", "const", "continue", "debugger", "default",
                "delete", "do", "else", "export", "extends", "finally", "for", "function", "if",
                "import", "in", "instanceof", "new", "return", "super", "switch", "this", "throw",
                "try", "typeof", "var", "void", "while", "with", "yield", "let", "static",
                "async", "await", "of", "null", "true", "false", "undefined", "interface",
                "type", "enum", "implements", "namespace", "readonly", "public", "private",
                "protected", "abstract", "as", "declare", "from", "get", "set",
            ],
        },
        "java" => LangRule {
            line_comments: &["//"],
            block_comments: &[("/*", "*/")],
            strings: true,
            triple_quote: false,
            backtick: false,
            case_insensitive_keywords: false,
            keywords: &[
                "abstract", "assert", "boolean", "break", "byte", "case", "catch", "char",
                "class", "const", "continue", "default", "do", "double", "else", "enum",
                "extends", "final", "finally", "float", "for", "goto", "if", "implements",
                "import", "instanceof", "int", "interface", "long", "native", "new", "package",
                "private", "protected", "public", "return", "short", "static", "strictfp",
                "super", "switch", "synchronized", "this", "throw", "throws", "transient", "try",
                "void", "volatile", "while", "true", "false", "null", "var", "record", "yield",
                "sealed", "permits",
            ],
        },
        "c" => LangRule {
            line_comments: &["//"],
            block_comments: &[("/*", "*/")],
            strings: true,
            triple_quote: false,
            backtick: false,
            case_insensitive_keywords: false,
            keywords: &[
                "auto", "break", "case", "char", "const", "continue", "default", "do", "double",
                "else", "enum", "extern", "float", "for", "goto", "if", "inline", "int", "long",
                "register", "restrict", "return", "short", "signed", "sizeof", "static",
                "struct", "switch", "typedef", "union", "unsigned", "void", "volatile", "while",
            ],
        },
        "cpp" => LangRule {
            line_comments: &["//"],
            block_comments: &[("/*", "*/")],
            strings: true,
            triple_quote: false,
            backtick: false,
            case_insensitive_keywords: false,
            keywords: &[
                "auto", "break", "case", "char", "const", "continue", "default", "do", "double",
                "else", "enum", "extern", "float", "for", "goto", "if", "inline", "int", "long",
                "register", "return", "short", "signed", "sizeof", "static", "struct", "switch",
                "typedef", "union", "unsigned", "void", "volatile", "while", "class",
                "namespace", "template", "typename", "public", "private", "protected", "virtual",
                "friend", "this", "new", "delete", "try", "catch", "throw", "using", "operator",
                "explicit", "mutable", "bool", "true", "false", "nullptr", "constexpr",
                "decltype", "noexcept", "override", "final",
            ],
        },
        "csharp" => LangRule {
            line_comments: &["//"],
            block_comments: &[("/*", "*/")],
            strings: true,
            triple_quote: false,
            backtick: false,
            case_insensitive_keywords: false,
            keywords: &[
                "abstract", "as", "base", "bool", "break", "byte", "case", "catch", "char",
                "checked", "class", "const", "continue", "decimal", "default", "delegate", "do",
                "double", "else", "enum", "event", "explicit", "extern", "false", "finally",
                "fixed", "float", "for", "foreach", "goto", "if", "implicit", "in", "int",
                "interface", "internal", "is", "lock", "long", "namespace", "new", "null",
                "object", "operator", "out", "override", "params", "private", "protected",
                "public", "readonly", "ref", "return", "sbyte", "sealed", "short", "sizeof",
                "stackalloc", "static", "string", "struct", "switch", "this", "throw", "true",
                "try", "typeof", "uint", "ulong", "unchecked", "unsafe", "ushort", "using",
                "virtual", "void", "volatile", "while", "var", "async", "await", "yield",
                "nameof",
            ],
        },
        "go" => LangRule {
            line_comments: &["//"],
            block_comments: &[("/*", "*/")],
            strings: true,
            triple_quote: false,
            backtick: true,
            case_insensitive_keywords: false,
            keywords: &[
                "break", "case", "chan", "const", "continue", "default", "defer", "else",
                "fallthrough", "for", "func", "go", "goto", "if", "import", "interface", "map",
                "package", "range", "return", "select", "struct", "switch", "type", "var",
                "true", "false", "nil", "iota",
            ],
        },
        "ruby" => LangRule {
            line_comments: &["#"],
            block_comments: &[],
            strings: true,
            triple_quote: false,
            backtick: false,
            case_insensitive_keywords: false,
            keywords: &[
                "def", "end", "if", "elsif", "else", "unless", "while", "until", "for", "in",
                "do", "begin", "rescue", "ensure", "raise", "class", "module", "self", "nil",
                "true", "false", "and", "or", "not", "then", "yield", "return", "break", "next",
                "redo", "retry", "super", "require", "require_relative", "attr_accessor",
                "attr_reader", "attr_writer", "private", "public", "protected",
            ],
        },
        "php" => LangRule {
            line_comments: &["//", "#"],
            block_comments: &[("/*", "*/")],
            strings: true,
            triple_quote: false,
            backtick: false,
            case_insensitive_keywords: false,
            keywords: &[
                "abstract", "and", "array", "as", "break", "callable", "case", "catch", "class",
                "clone", "const", "continue", "declare", "default", "do", "echo", "else",
                "elseif", "empty", "extends", "final", "finally", "fn", "for", "foreach",
                "function", "global", "goto", "if", "implements", "include", "include_once",
                "instanceof", "interface", "isset", "list", "match", "namespace", "new", "or",
                "print", "private", "protected", "public", "require", "require_once", "return",
                "static", "switch", "throw", "trait", "try", "unset", "use", "var", "while",
                "xor", "yield", "true", "false", "null", "self", "parent",
            ],
        },
        "bash" => LangRule {
            line_comments: &["#"],
            block_comments: &[],
            strings: true,
            triple_quote: false,
            backtick: false,
            case_insensitive_keywords: false,
            keywords: &[
                "if", "then", "else", "elif", "fi", "for", "while", "until", "do", "done",
                "case", "esac", "function", "in", "return", "break", "continue", "local",
                "export", "readonly", "shift", "exit", "echo", "source",
            ],
        },
        "sql" => LangRule {
            line_comments: &["--"],
            block_comments: &[("/*", "*/")],
            strings: true,
            triple_quote: false,
            backtick: false,
            case_insensitive_keywords: true,
            keywords: &[
                "select", "from", "where", "insert", "into", "values", "update", "set",
                "delete", "create", "table", "alter", "drop", "join", "inner", "left", "right",
                "outer", "on", "group", "by", "order", "having", "as", "and", "or", "not",
                "null", "is", "in", "like", "limit", "offset", "distinct", "union", "all",
                "exists", "between", "case", "when", "then", "end", "primary", "key", "foreign",
                "references", "default", "index", "view", "trigger", "procedure", "function",
                "begin", "commit", "rollback",
            ],
        },
        "lua" => LangRule {
            line_comments: &["--"],
            block_comments: &[("--[[", "]]")],
            strings: true,
            triple_quote: false,
            backtick: false,
            case_insensitive_keywords: false,
            keywords: &[
                "and", "break", "do", "else", "elseif", "end", "false", "for", "function", "if",
                "in", "local", "nil", "not", "or", "repeat", "return", "then", "true", "until",
                "while",
            ],
        },
        "kotlin" => LangRule {
            line_comments: &["//"],
            block_comments: &[("/*", "*/")],
            strings: true,
            triple_quote: false,
            backtick: false,
            case_insensitive_keywords: false,
            keywords: &[
                "as", "break", "class", "continue", "do", "else", "false", "for", "fun", "if",
                "in", "interface", "is", "null", "object", "package", "return", "super", "this",
                "throw", "true", "try", "typealias", "val", "var", "when", "while", "by",
                "companion", "constructor", "data", "enum", "import", "init", "override",
                "private", "protected", "public", "sealed", "suspend",
            ],
        },
        "swift" => LangRule {
            line_comments: &["//"],
            block_comments: &[("/*", "*/")],
            strings: true,
            triple_quote: false,
            backtick: false,
            case_insensitive_keywords: false,
            keywords: &[
                "class", "deinit", "enum", "extension", "func", "import", "init", "internal",
                "let", "operator", "private", "protocol", "public", "static", "struct",
                "subscript", "typealias", "var", "break", "case", "continue", "default", "do",
                "else", "fallthrough", "if", "in", "for", "return", "switch", "where", "while",
                "as", "false", "true", "guard", "nil", "self", "super", "throw", "try", "async",
                "await",
            ],
        },
        "css" | "scss" | "less" => LangRule {
            line_comments: &[],
            block_comments: &[("/*", "*/")],
            strings: true,
            triple_quote: false,
            backtick: false,
            case_insensitive_keywords: false,
            keywords: EMPTY_KW,
        },
        "xml" => LangRule {
            line_comments: &[],
            block_comments: &[("<!--", "-->")],
            strings: true,
            triple_quote: false,
            backtick: false,
            case_insensitive_keywords: false,
            keywords: EMPTY_KW,
        },
        "json" => LangRule {
            line_comments: &[],
            block_comments: &[],
            strings: true,
            triple_quote: false,
            backtick: false,
            case_insensitive_keywords: false,
            keywords: &["true", "false", "null"],
        },
        "yaml" => LangRule {
            line_comments: &["#"],
            block_comments: &[],
            strings: true,
            triple_quote: false,
            backtick: false,
            case_insensitive_keywords: false,
            keywords: &["true", "false", "null", "yes", "no"],
        },
        "ini" => LangRule {
            line_comments: &["#", ";"],
            block_comments: &[],
            strings: true,
            triple_quote: false,
            backtick: false,
            case_insensitive_keywords: false,
            keywords: EMPTY_KW,
        },
        "dockerfile" => LangRule {
            line_comments: &["#"],
            block_comments: &[],
            strings: true,
            triple_quote: false,
            backtick: false,
            case_insensitive_keywords: true,
            keywords: &[
                "from", "run", "cmd", "label", "expose", "env", "add", "copy", "entrypoint",
                "volume", "user", "workdir", "arg", "onbuild", "stopsignal", "healthcheck",
                "shell",
            ],
        },
        "makefile" => LangRule {
            line_comments: &["#"],
            block_comments: &[],
            strings: true,
            triple_quote: false,
            backtick: false,
            case_insensitive_keywords: false,
            keywords: EMPTY_KW,
        },
        "graphql" => LangRule {
            line_comments: &["#"],
            block_comments: &[],
            strings: true,
            triple_quote: false,
            backtick: false,
            case_insensitive_keywords: false,
            keywords: &["query", "mutation", "subscription", "type", "input", "enum", "interface", "fragment", "on"],
        },
        // Language families without detailed specific rules: still
        // highlight comments/strings/numbers generically.
        "perl" => LangRule {
            line_comments: &["#"],
            block_comments: &[],
            strings: true,
            triple_quote: false,
            backtick: false,
            case_insensitive_keywords: false,
            keywords: &["my", "our", "sub", "if", "elsif", "else", "unless", "while", "for", "foreach", "return", "use", "package"],
        },
        "groovy" => LangRule {
            line_comments: &["//"],
            block_comments: &[("/*", "*/")],
            strings: true,
            triple_quote: false,
            backtick: false,
            case_insensitive_keywords: false,
            keywords: EMPTY_KW,
        },
        "r" => LangRule {
            line_comments: &["#"],
            block_comments: &[],
            strings: true,
            triple_quote: false,
            backtick: false,
            case_insensitive_keywords: false,
            keywords: &["function", "if", "else", "for", "while", "repeat", "break", "next", "return", "TRUE", "FALSE", "NULL", "NA"],
        },
        "diff" => LangRule {
            line_comments: &[],
            block_comments: &[],
            strings: false,
            triple_quote: false,
            backtick: false,
            case_insensitive_keywords: false,
            keywords: EMPTY_KW,
        },
        // markdown, plaintext, cmake, vbnet, dos, powershell, etc:
        // no specific highlighting, plain but formatted text.
        _ => LangRule {
            line_comments: &[],
            block_comments: &[],
            strings: false,
            triple_quote: false,
            backtick: false,
            case_insensitive_keywords: false,
            keywords: EMPTY_KW,
        },
    }
}

/// Cache of compiled regexes (one per language actually encountered).
static REGEX_CACHE: Lazy<std::sync::Mutex<HashMap<String, Option<Regex>>>> =
    Lazy::new(|| std::sync::Mutex::new(HashMap::new()));

fn build_regex(rule: &LangRule) -> Option<Regex> {
    let mut comment_alts: Vec<String> = Vec::new();
    for (start, end) in rule.block_comments {
        comment_alts.push(format!(
            "(?s:{}.*?{})",
            regex::escape(start),
            regex::escape(end)
        ));
    }
    for prefix in rule.line_comments {
        comment_alts.push(format!("{}[^\n]*", regex::escape(prefix)));
    }

    let mut string_alts: Vec<String> = Vec::new();
    if rule.triple_quote {
        string_alts.push(r#"(?s:"""(?:[^"\\]|\\.)*?""")"#.to_string());
        string_alts.push(r#"(?s:'''(?:[^'\\]|\\.)*?''')"#.to_string());
    }
    if rule.strings {
        string_alts.push(r#""(?:[^"\\\n]|\\.)*""#.to_string());
        string_alts.push(r#"'(?:[^'\\\n]|\\.)*'"#.to_string());
    }
    if rule.backtick {
        string_alts.push(r"(?s:`(?:[^`\\]|\\.)*`)".to_string());
    }

    let number_pat = r"\b0[xX][0-9a-fA-F]+\b|\b\d+\.\d+(?:[eE][+-]?\d+)?\b|\b\d+\b".to_string();

    let mut keyword_alt = String::new();
    if !rule.keywords.is_empty() {
        let escaped: Vec<String> = rule.keywords.iter().map(|k| regex::escape(k)).collect();
        let joined = escaped.join("|");
        keyword_alt = if rule.case_insensitive_keywords {
            format!("(?i:\\b(?:{})\\b)", joined)
        } else {
            format!("\\b(?:{})\\b", joined)
        };
    }

    let mut parts: Vec<String> = Vec::new();
    if !comment_alts.is_empty() {
        parts.push(format!("(?P<comment>{})", comment_alts.join("|")));
    }
    if !string_alts.is_empty() {
        parts.push(format!("(?P<string>{})", string_alts.join("|")));
    }
    parts.push(format!("(?P<number>{})", number_pat));
    if !keyword_alt.is_empty() {
        parts.push(format!("(?P<keyword>{})", keyword_alt));
    }

    if parts.is_empty() {
        return None;
    }

    Regex::new(&parts.join("|")).ok()
}

fn escape_html(s: &str) -> String {
    let mut out = String::with_capacity(s.len());
    for c in s.chars() {
        match c {
            '&' => out.push_str("&amp;"),
            '<' => out.push_str("&lt;"),
            '>' => out.push_str("&gt;"),
            '"' => out.push_str("&quot;"),
            '\'' => out.push_str("&#39;"),
            _ => out.push(c),
        }
    }
    out
}

/// Highlights the source code and returns HTML that's already escaped
/// and ready to insert inside a `<pre><code>...</code></pre>`.
/// No JavaScript involved: all the work happens here, in Rust,
/// at file-generation time.
pub fn highlight_code(content: &str, lang: &str) -> String {
    let rule = rule_for(lang);

    let regex_opt = {
        let mut cache = REGEX_CACHE.lock().unwrap();
        cache
            .entry(lang.to_string())
            .or_insert_with(|| build_regex(&rule))
            .clone()
    };

    let Some(re) = regex_opt else {
        return escape_html(content);
    };

    let mut out = String::with_capacity(content.len() + content.len() / 4);
    let mut last = 0;

    for caps in re.captures_iter(content) {
        let m = caps.get(0).unwrap();
        out.push_str(&escape_html(&content[last..m.start()]));

        let class = if caps.name("comment").is_some() {
            "c"
        } else if caps.name("string").is_some() {
            "s"
        } else if caps.name("number").is_some() {
            "n"
        } else if caps.name("keyword").is_some() {
            "k"
        } else {
            ""
        };

        let escaped_match = escape_html(m.as_str());
        if class.is_empty() {
            out.push_str(&escaped_match);
        } else {
            out.push_str(&format!("<span class=\"{}\">{}</span>", class, escaped_match));
        }
        last = m.end();
    }
    out.push_str(&escape_html(&content[last..]));
    out
}