Merging upstream version 20.3.0.

Signed-off-by: Daniel Baumann <daniel.baumann@progress-linux.org>

7 files changed, 1295 insertions, 0 deletions

diff --git a/sqlglotrs/Cargo.lock b/sqlglotrs/Cargo.lock
new file mode 100644
index 0000000..cd9a9ef
--- /dev/null
+++ b/sqlglotrs/Cargo.lock
@@ -0,0 +1,280 @@
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diff --git a/sqlglotrs/Cargo.toml b/sqlglotrs/Cargo.toml
new file mode 100644
index 0000000..ece4a88
--- /dev/null
+++ b/sqlglotrs/Cargo.toml
@@ -0,0 +1,11 @@
+[package]
+name = "sqlglotrs"
+version = "0.1.0"
+edition = "2021"
+
+[lib]
+name = "sqlglotrs"
+crate-type = ["cdylib"]
+
+[dependencies]
+pyo3 = "0.20.0"
diff --git a/sqlglotrs/pyproject.toml b/sqlglotrs/pyproject.toml
new file mode 100644
index 0000000..867cdcc
--- /dev/null
+++ b/sqlglotrs/pyproject.toml
@@ -0,0 +1,16 @@
+[build-system]
+requires = ["maturin>=1.4,<2.0"]
+build-backend = "maturin"
+
+[project]
+name = "sqlglotrs"
+requires-python = ">=3.7"
+classifiers = [
+    "Programming Language :: Rust",
+    "Programming Language :: Python :: Implementation :: CPython",
+    "Programming Language :: Python :: Implementation :: PyPy",
+]
+dynamic = ["version"]
+
+[tool.maturin]
+features = ["pyo3/extension-module"]
diff --git a/sqlglotrs/src/lib.rs b/sqlglotrs/src/lib.rs
new file mode 100644
index 0000000..c962887
--- /dev/null
+++ b/sqlglotrs/src/lib.rs
@@ -0,0 +1,86 @@
+use pyo3::prelude::*;
+use pyo3::types::{PyList, PyNone, PyString};
+
+mod settings;
+mod tokenizer;
+mod trie;
+
+pub use self::settings::{
+    TokenType, TokenTypeSettings, TokenizerDialectSettings, TokenizerSettings,
+};
+pub use self::tokenizer::Tokenizer;
+
+#[derive(Debug)]
+#[pyclass]
+pub struct Token {
+    #[pyo3(get, name = "token_type_index")]
+    pub token_type: TokenType,
+    #[pyo3(get, set, name = "token_type")]
+    pub token_type_py: PyObject,
+    #[pyo3(get)]
+    pub text: Py<PyString>,
+    #[pyo3(get)]
+    pub line: usize,
+    #[pyo3(get)]
+    pub col: usize,
+    #[pyo3(get)]
+    pub start: usize,
+    #[pyo3(get)]
+    pub end: usize,
+    #[pyo3(get)]
+    pub comments: Py<PyList>,
+}
+
+impl Token {
+    pub fn new(
+        token_type: TokenType,
+        text: String,
+        line: usize,
+        col: usize,
+        start: usize,
+        end: usize,
+        comments: Vec<String>,
+    ) -> Token {
+        Python::with_gil(|py| Token {
+            token_type,
+            token_type_py: PyNone::get(py).into(),
+            text: PyString::new(py, &text).into(),
+            line,
+            col,
+            start,
+            end,
+            comments: PyList::new(py, &comments).into(),
+        })
+    }
+
+    pub fn append_comments(&self, comments: &mut Vec<String>) {
+        Python::with_gil(|py| {
+            let pylist = self.comments.as_ref(py);
+            for comment in comments.iter() {
+                if let Err(_) = pylist.append(comment) {
+                    panic!("Failed to append comments to the Python list");
+                }
+            }
+        });
+        // Simulate `Vec::append`.
+        let _ = std::mem::replace(comments, Vec::new());
+    }
+}
+
+#[pymethods]
+impl Token {
+    #[pyo3(name = "__repr__")]
+    fn python_repr(&self) -> PyResult<String> {
+        Ok(format!("{:?}", self))
+    }
+}
+
+#[pymodule]
+fn sqlglotrs(_py: Python<'_>, m: &PyModule) -> PyResult<()> {
+    m.add_class::<Token>()?;
+    m.add_class::<TokenTypeSettings>()?;
+    m.add_class::<TokenizerSettings>()?;
+    m.add_class::<TokenizerDialectSettings>()?;
+    m.add_class::<Tokenizer>()?;
+    Ok(())
+}
diff --git a/sqlglotrs/src/settings.rs b/sqlglotrs/src/settings.rs
new file mode 100644
index 0000000..32575c6
--- /dev/null
+++ b/sqlglotrs/src/settings.rs
@@ -0,0 +1,164 @@
+use pyo3::prelude::*;
+use std::collections::{HashMap, HashSet};
+
+pub type TokenType = u16;
+
+#[derive(Clone, Debug)]
+#[pyclass]
+pub struct TokenTypeSettings {
+    pub bit_string: TokenType,
+    pub break_: TokenType,
+    pub dcolon: TokenType,
+    pub heredoc_string: TokenType,
+    pub hex_string: TokenType,
+    pub identifier: TokenType,
+    pub number: TokenType,
+    pub parameter: TokenType,
+    pub semicolon: TokenType,
+    pub string: TokenType,
+    pub var: TokenType,
+}
+
+#[pymethods]
+impl TokenTypeSettings {
+    #[new]
+    pub fn new(
+        bit_string: TokenType,
+        break_: TokenType,
+        dcolon: TokenType,
+        heredoc_string: TokenType,
+        hex_string: TokenType,
+        identifier: TokenType,
+        number: TokenType,
+        parameter: TokenType,
+        semicolon: TokenType,
+        string: TokenType,
+        var: TokenType,
+    ) -> Self {
+        TokenTypeSettings {
+            bit_string,
+            break_,
+            dcolon,
+            heredoc_string,
+            hex_string,
+            identifier,
+            number,
+            parameter,
+            semicolon,
+            string,
+            var,
+        }
+    }
+}
+
+#[derive(Clone, Debug)]
+#[pyclass]
+pub struct TokenizerSettings {
+    pub white_space: HashMap<char, TokenType>,
+    pub single_tokens: HashMap<char, TokenType>,
+    pub keywords: HashMap<String, TokenType>,
+    pub numeric_literals: HashMap<String, String>,
+    pub identifiers: HashMap<char, char>,
+    pub identifier_escapes: HashSet<char>,
+    pub string_escapes: HashSet<char>,
+    pub quotes: HashMap<String, String>,
+    pub format_strings: HashMap<String, (String, TokenType)>,
+    pub has_bit_strings: bool,
+    pub has_hex_strings: bool,
+    pub comments: HashMap<String, Option<String>>,
+    pub var_single_tokens: HashSet<char>,
+    pub commands: HashSet<TokenType>,
+    pub command_prefix_tokens: HashSet<TokenType>,
+}
+
+#[pymethods]
+impl TokenizerSettings {
+    #[new]
+    pub fn new(
+        white_space: HashMap<String, TokenType>,
+        single_tokens: HashMap<String, TokenType>,
+        keywords: HashMap<String, TokenType>,
+        numeric_literals: HashMap<String, String>,
+        identifiers: HashMap<String, String>,
+        identifier_escapes: HashSet<String>,
+        string_escapes: HashSet<String>,
+        quotes: HashMap<String, String>,
+        format_strings: HashMap<String, (String, TokenType)>,
+        has_bit_strings: bool,
+        has_hex_strings: bool,
+        comments: HashMap<String, Option<String>>,
+        var_single_tokens: HashSet<String>,
+        commands: HashSet<TokenType>,
+        command_prefix_tokens: HashSet<TokenType>,
+    ) -> Self {
+        let to_char = |v: &String| {
+            if v.len() == 1 {
+                v.chars().next().unwrap()
+            } else {
+                panic!("Invalid char: {}", v)
+            }
+        };
+
+        let white_space_native: HashMap<char, TokenType> = white_space
+            .into_iter()
+            .map(|(k, v)| (to_char(&k), v))
+            .collect();
+
+        let single_tokens_native: HashMap<char, TokenType> = single_tokens
+            .into_iter()
+            .map(|(k, v)| (to_char(&k), v))
+            .collect();
+
+        let identifiers_native: HashMap<char, char> = identifiers
+            .iter()
+            .map(|(k, v)| (to_char(k), to_char(v)))
+            .collect();
+
+        let identifier_escapes_native: HashSet<char> =
+            identifier_escapes.iter().map(&to_char).collect();
+
+        let string_escapes_native: HashSet<char> = string_escapes.iter().map(&to_char).collect();
+
+        let var_single_tokens_native: HashSet<char> =
+            var_single_tokens.iter().map(&to_char).collect();
+
+        TokenizerSettings {
+            white_space: white_space_native,
+            single_tokens: single_tokens_native,
+            keywords,
+            numeric_literals,
+            identifiers: identifiers_native,
+            identifier_escapes: identifier_escapes_native,
+            string_escapes: string_escapes_native,
+            quotes,
+            format_strings,
+            has_bit_strings,
+            has_hex_strings,
+            comments,
+            var_single_tokens: var_single_tokens_native,
+            commands,
+            command_prefix_tokens,
+        }
+    }
+}
+
+#[derive(Clone, Debug)]
+#[pyclass]
+pub struct TokenizerDialectSettings {
+    pub escape_sequences: HashMap<String, String>,
+    pub identifiers_can_start_with_digit: bool,
+}
+
+#[pymethods]
+impl TokenizerDialectSettings {
+    #[new]
+    pub fn new(
+        escape_sequences: HashMap<String, String>,
+        identifiers_can_start_with_digit: bool,
+    ) -> Self {
+        TokenizerDialectSettings {
+            escape_sequences,
+            identifiers_can_start_with_digit,
+        }
+    }
+}
diff --git a/sqlglotrs/src/tokenizer.rs b/sqlglotrs/src/tokenizer.rs
new file mode 100644
index 0000000..920a5b5
--- /dev/null
+++ b/sqlglotrs/src/tokenizer.rs
@@ -0,0 +1,670 @@
+use crate::trie::{Trie, TrieResult};
+use crate::{Token, TokenType, TokenTypeSettings, TokenizerDialectSettings, TokenizerSettings};
+use pyo3::exceptions::PyException;
+use pyo3::prelude::*;
+use std::cmp::{max, min};
+
+#[derive(Debug)]
+pub struct TokenizerError {
+    message: String,
+    context: String,
+}
+
+#[derive(Debug)]
+#[pyclass]
+pub struct Tokenizer {
+    settings: TokenizerSettings,
+    token_types: TokenTypeSettings,
+    keyword_trie: Trie,
+}
+
+#[pymethods]
+impl Tokenizer {
+    #[new]
+    pub fn new(settings: TokenizerSettings, token_types: TokenTypeSettings) -> Tokenizer {
+        let mut keyword_trie = Trie::new();
+        let single_token_strs: Vec<String> = settings
+            .single_tokens
+            .keys()
+            .map(|s| s.to_string())
+            .collect();
+        let trie_filter =
+            |key: &&String| key.contains(" ") || single_token_strs.iter().any(|t| key.contains(t));
+
+        keyword_trie.add(settings.keywords.keys().filter(trie_filter));
+        keyword_trie.add(settings.comments.keys().filter(trie_filter));
+        keyword_trie.add(settings.quotes.keys().filter(trie_filter));
+        keyword_trie.add(settings.format_strings.keys().filter(trie_filter));
+
+        Tokenizer {
+            settings,
+            token_types,
+            keyword_trie,
+        }
+    }
+
+    pub fn tokenize(
+        &self,
+        sql: &str,
+        dialect_settings: &TokenizerDialectSettings,
+    ) -> Result<Vec<Token>, PyErr> {
+        let mut state = TokenizerState::new(
+            sql,
+            &self.settings,
+            &self.token_types,
+            dialect_settings,
+            &self.keyword_trie,
+        );
+        state.tokenize().map_err(|e| {
+            PyException::new_err(format!("Error tokenizing '{}': {}", e.context, e.message))
+        })
+    }
+}
+
+#[derive(Debug)]
+struct TokenizerState<'a> {
+    sql: Vec<char>,
+    size: usize,
+    tokens: Vec<Token>,
+    start: usize,
+    current: usize,
+    line: usize,
+    column: usize,
+    comments: Vec<String>,
+    is_end: bool,
+    current_char: char,
+    peek_char: char,
+    previous_token_line: Option<usize>,
+    keyword_trie: &'a Trie,
+    settings: &'a TokenizerSettings,
+    dialect_settings: &'a TokenizerDialectSettings,
+    token_types: &'a TokenTypeSettings,
+}
+
+impl<'a> TokenizerState<'a> {
+    fn new(
+        sql: &str,
+        settings: &'a TokenizerSettings,
+        token_types: &'a TokenTypeSettings,
+        dialect_settings: &'a TokenizerDialectSettings,
+        keyword_trie: &'a Trie,
+    ) -> TokenizerState<'a> {
+        let sql_vec = sql.chars().collect::<Vec<char>>();
+        let sql_vec_len = sql_vec.len();
+        TokenizerState {
+            sql: sql_vec,
+            size: sql_vec_len,
+            tokens: Vec::new(),
+            start: 0,
+            current: 0,
+            line: 1,
+            column: 0,
+            comments: Vec::new(),
+            is_end: false,
+            current_char: '\0',
+            peek_char: '\0',
+            previous_token_line: None,
+            keyword_trie,
+            settings,
+            dialect_settings,
+            token_types,
+        }
+    }
+
+    fn tokenize(&mut self) -> Result<Vec<Token>, TokenizerError> {
+        self.scan(None)?;
+        Ok(std::mem::replace(&mut self.tokens, Vec::new()))
+    }
+
+    fn scan(&mut self, until_peek_char: Option<char>) -> Result<(), TokenizerError> {
+        while self.size > 0 && !self.is_end {
+            self.start = self.current;
+            self.advance(1)?;
+
+            if self.current_char == '\0' {
+                break;
+            }
+
+            if !self.settings.white_space.contains_key(&self.current_char) {
+                if self.current_char.is_digit(10) {
+                    self.scan_number()?;
+                } else if let Some(identifier_end) =
+                    self.settings.identifiers.get(&self.current_char)
+                {
+                    self.scan_identifier(&identifier_end.to_string())?;
+                } else {
+                    self.scan_keyword()?;
+                }
+            }
+
+            if let Some(c) = until_peek_char {
+                if self.peek_char == c {
+                    break;
+                }
+            }
+        }
+        if !self.tokens.is_empty() && !self.comments.is_empty() {
+            self.tokens
+                .last_mut()
+                .unwrap()
+                .append_comments(&mut self.comments);
+        }
+        Ok(())
+    }
+
+    fn advance(&mut self, i: isize) -> Result<(), TokenizerError> {
+        let mut i = i;
+        if Some(&self.token_types.break_) == self.settings.white_space.get(&self.current_char) {
+            // Ensures we don't count an extra line if we get a \r\n line break sequence.
+            if self.current_char == '\r' && self.peek_char == '\n' {
+                i = 2;
+                self.start += 1;
+            }
+
+            self.column = 1;
+            self.line += 1;
+        } else {
+            self.column = self.column.wrapping_add_signed(i);
+        }
+
+        self.current = self.current.wrapping_add_signed(i);
+        self.is_end = self.current >= self.size;
+        self.current_char = self.char_at(self.current - 1)?;
+        self.peek_char = if self.is_end {
+            '\0'
+        } else {
+            self.char_at(self.current)?
+        };
+        Ok(())
+    }
+
+    fn peek(&self, i: usize) -> Result<char, TokenizerError> {
+        let index = self.current + i;
+        if index < self.size {
+            self.char_at(index)
+        } else {
+            Ok('\0')
+        }
+    }
+
+    fn chars(&self, size: usize) -> String {
+        let start = self.current - 1;
+        let end = start + size;
+        if end <= self.size {
+            self.sql[start..end].iter().collect()
+        } else {
+            String::from("")
+        }
+    }
+
+    fn char_at(&self, index: usize) -> Result<char, TokenizerError> {
+        self.sql.get(index).map(|c| *c).ok_or_else(|| {
+            self.error(format!(
+                "Index {} is out of bound (size {})",
+                index, self.size
+            ))
+        })
+    }
+
+    fn text(&self) -> String {
+        self.sql[self.start..self.current].iter().collect()
+    }
+
+    fn add(&mut self, token_type: TokenType, text: Option<String>) -> Result<(), TokenizerError> {
+        self.previous_token_line = Some(self.line);
+
+        if !self.comments.is_empty()
+            && !self.tokens.is_empty()
+            && token_type == self.token_types.semicolon
+        {
+            self.tokens
+                .last_mut()
+                .unwrap()
+                .append_comments(&mut self.comments);
+        }
+
+        self.tokens.push(Token::new(
+            token_type,
+            text.unwrap_or(self.text()),
+            self.line,
+            self.column,
+            self.start,
+            self.current - 1,
+            std::mem::replace(&mut self.comments, Vec::new()),
+        ));
+
+        // If we have either a semicolon or a begin token before the command's token, we'll parse
+        // whatever follows the command's token as a string.
+        if self.settings.commands.contains(&token_type)
+            && self.peek_char != ';'
+            && (self.tokens.len() == 1
+                || self
+                    .settings
+                    .command_prefix_tokens
+                    .contains(&self.tokens[self.tokens.len() - 2].token_type))
+        {
+            let start = self.current;
+            let tokens_len = self.tokens.len();
+            self.scan(Some(';'))?;
+            self.tokens.truncate(tokens_len);
+            let text = self.sql[start..self.current]
+                .iter()
+                .collect::<String>()
+                .trim()
+                .to_string();
+            if !text.is_empty() {
+                self.add(self.token_types.string, Some(text))?;
+            }
+        }
+        Ok(())
+    }
+
+    fn scan_keyword(&mut self) -> Result<(), TokenizerError> {
+        let mut size: usize = 0;
+        let mut word: Option<String> = None;
+        let mut chars = self.text();
+        let mut current_char = '\0';
+        let mut prev_space = false;
+        let mut skip;
+        let mut is_single_token = chars.len() == 1
+            && self
+                .settings
+                .single_tokens
+                .contains_key(&chars.chars().next().unwrap());
+
+        let (mut trie_result, mut trie_node) =
+            self.keyword_trie.root.contains(&chars.to_uppercase());
+
+        while !chars.is_empty() {
+            if let TrieResult::Failed = trie_result {
+                break;
+            } else if let TrieResult::Exists = trie_result {
+                word = Some(chars.clone());
+            }
+
+            let end = self.current + size;
+            size += 1;
+
+            if end < self.size {
+                current_char = self.char_at(end)?;
+                is_single_token =
+                    is_single_token || self.settings.single_tokens.contains_key(&current_char);
+                let is_space = current_char.is_whitespace();
+
+                if !is_space || !prev_space {
+                    if is_space {
+                        current_char = ' ';
+                    }
+                    chars.push(current_char);
+                    prev_space = is_space;
+                    skip = false;
+                } else {
+                    skip = true;
+                }
+            } else {
+                current_char = '\0';
+                break;
+            }
+
+            if skip {
+                trie_result = TrieResult::Prefix;
+            } else {
+                (trie_result, trie_node) =
+                    trie_node.contains(&current_char.to_uppercase().collect::<String>());
+            }
+        }
+
+        if let Some(unwrapped_word) = word {
+            if self.scan_string(&unwrapped_word)? {
+                return Ok(());
+            }
+            if self.scan_comment(&unwrapped_word)? {
+                return Ok(());
+            }
+            if prev_space || is_single_token || current_char == '\0' {
+                self.advance((size - 1) as isize)?;
+                let normalized_word = unwrapped_word.to_uppercase();
+                let keyword_token =
+                    *self
+                        .settings
+                        .keywords
+                        .get(&normalized_word)
+                        .ok_or_else(|| {
+                            self.error(format!("Unexpected keyword '{}'", &normalized_word))
+                        })?;
+                self.add(keyword_token, Some(unwrapped_word))?;
+                return Ok(());
+            }
+        }
+
+        match self.settings.single_tokens.get(&self.current_char) {
+            Some(token_type) => self.add(*token_type, Some(self.current_char.to_string())),
+            None => self.scan_var(),
+        }
+    }
+
+    fn scan_comment(&mut self, comment_start: &str) -> Result<bool, TokenizerError> {
+        if !self.settings.comments.contains_key(comment_start) {
+            return Ok(false);
+        }
+
+        let comment_start_line = self.line;
+        let comment_start_size = comment_start.len();
+
+        if let Some(comment_end) = self.settings.comments.get(comment_start).unwrap() {
+            // Skip the comment's start delimiter.
+            self.advance(comment_start_size as isize)?;
+
+            let comment_end_size = comment_end.len();
+
+            while !self.is_end && self.chars(comment_end_size) != *comment_end {
+                self.advance(1)?;
+            }
+
+            let text = self.text();
+            self.comments
+                .push(text[comment_start_size..text.len() - comment_end_size + 1].to_string());
+            self.advance((comment_end_size - 1) as isize)?;
+        } else {
+            while !self.is_end
+                && self.settings.white_space.get(&self.peek_char) != Some(&self.token_types.break_)
+            {
+                self.advance(1)?;
+            }
+            self.comments
+                .push(self.text()[comment_start_size..].to_string());
+        }
+
+        // Leading comment is attached to the succeeding token, whilst trailing comment to the preceding.
+        // Multiple consecutive comments are preserved by appending them to the current comments list.
+        if Some(comment_start_line) == self.previous_token_line {
+            self.tokens
+                .last_mut()
+                .unwrap()
+                .append_comments(&mut self.comments);
+            self.previous_token_line = Some(self.line);
+        }
+
+        Ok(true)
+    }
+
+    fn scan_string(&mut self, start: &String) -> Result<bool, TokenizerError> {
+        let (base, token_type, end) = if let Some(end) = self.settings.quotes.get(start) {
+            (None, self.token_types.string, end.clone())
+        } else if self.settings.format_strings.contains_key(start) {
+            let (ref end, token_type) = self.settings.format_strings.get(start).unwrap();
+
+            if *token_type == self.token_types.hex_string {
+                (Some(16), *token_type, end.clone())
+            } else if *token_type == self.token_types.bit_string {
+                (Some(2), *token_type, end.clone())
+            } else if *token_type == self.token_types.heredoc_string {
+                self.advance(1)?;
+                let tag = if self.current_char.to_string() == *end {
+                    String::from("")
+                } else {
+                    self.extract_string(end, false)?
+                };
+                (None, *token_type, format!("{}{}{}", start, tag, end))
+            } else {
+                (None, *token_type, end.clone())
+            }
+        } else {
+            return Ok(false);
+        };
+
+        self.advance(start.len() as isize)?;
+        let text = self.extract_string(&end, false)?;
+
+        if let Some(b) = base {
+            if u64::from_str_radix(&text, b).is_err() {
+                return self.error_result(format!(
+                    "Numeric string contains invalid characters from {}:{}",
+                    self.line, self.start
+                ));
+            }
+        }
+
+        self.add(token_type, Some(text))?;
+        Ok(true)
+    }
+
+    fn scan_number(&mut self) -> Result<(), TokenizerError> {
+        if self.current_char == '0' {
+            let peek_char = self.peek_char.to_ascii_uppercase();
+            if peek_char == 'B' {
+                if self.settings.has_bit_strings {
+                    self.scan_bits()?;
+                } else {
+                    self.add(self.token_types.number, None)?;
+                }
+                return Ok(());
+            } else if peek_char == 'X' {
+                if self.settings.has_hex_strings {
+                    self.scan_hex()?;
+                } else {
+                    self.add(self.token_types.number, None)?;
+                }
+                return Ok(());
+            }
+        }
+
+        let mut decimal = false;
+        let mut scientific = 0;
+
+        loop {
+            if self.peek_char.is_digit(10) {
+                self.advance(1)?;
+            } else if self.peek_char == '.' && !decimal {
+                let after = self.peek(1)?;
+                if after.is_digit(10) || !after.is_alphabetic() {
+                    decimal = true;
+                    self.advance(1)?;
+                } else {
+                    return self.add(self.token_types.var, None);
+                }
+            } else if (self.peek_char == '-' || self.peek_char == '+') && scientific == 1 {
+                scientific += 1;
+                self.advance(1)?;
+            } else if self.peek_char.to_ascii_uppercase() == 'E' && scientific == 0 {
+                scientific += 1;
+                self.advance(1)?;
+            } else if self.peek_char.is_alphabetic() || self.peek_char == '_' {
+                let number_text = self.text();
+                let mut literal = String::from("");
+
+                while !self.peek_char.is_whitespace()
+                    && !self.is_end
+                    && !self.settings.single_tokens.contains_key(&self.peek_char)
+                {
+                    literal.push(self.peek_char);
+                    self.advance(1)?;
+                }
+
+                let token_type = self
+                    .settings
+                    .keywords
+                    .get(
+                        self.settings
+                            .numeric_literals
+                            .get(&literal.to_uppercase())
+                            .unwrap_or(&String::from("")),
+                    )
+                    .map(|x| *x);
+
+                if let Some(unwrapped_token_type) = token_type {
+                    self.add(self.token_types.number, Some(number_text))?;
+                    self.add(self.token_types.dcolon, Some("::".to_string()))?;
+                    self.add(unwrapped_token_type, Some(literal))?;
+                } else if self.dialect_settings.identifiers_can_start_with_digit {
+                    self.add(self.token_types.var, None)?;
+                } else {
+                    self.advance(-(literal.chars().count() as isize))?;
+                    self.add(self.token_types.number, Some(number_text))?;
+                }
+                return Ok(());
+            } else {
+                return self.add(self.token_types.number, None);
+            }
+        }
+    }
+
+    fn scan_bits(&mut self) -> Result<(), TokenizerError> {
+        self.scan_radix_string(2, self.token_types.bit_string)
+    }
+
+    fn scan_hex(&mut self) -> Result<(), TokenizerError> {
+        self.scan_radix_string(16, self.token_types.hex_string)
+    }
+
+    fn scan_radix_string(
+        &mut self,
+        radix: u32,
+        radix_token_type: TokenType,
+    ) -> Result<(), TokenizerError> {
+        self.advance(1)?;
+        let value = self.extract_value()?[2..].to_string();
+        match u64::from_str_radix(&value, radix) {
+            Ok(_) => self.add(radix_token_type, Some(value)),
+            Err(_) => self.add(self.token_types.identifier, None),
+        }
+    }
+
+    fn scan_var(&mut self) -> Result<(), TokenizerError> {
+        loop {
+            let peek_char = if !self.peek_char.is_whitespace() {
+                self.peek_char
+            } else {
+                '\0'
+            };
+            if peek_char != '\0'
+                && (self.settings.var_single_tokens.contains(&peek_char)
+                    || !self.settings.single_tokens.contains_key(&peek_char))
+            {
+                self.advance(1)?;
+            } else {
+                break;
+            }
+        }
+
+        let token_type =
+            if self.tokens.last().map(|t| t.token_type) == Some(self.token_types.parameter) {
+                self.token_types.var
+            } else {
+                self.settings
+                    .keywords
+                    .get(&self.text().to_uppercase())
+                    .map(|x| *x)
+                    .unwrap_or(self.token_types.var)
+            };
+        self.add(token_type, None)
+    }
+
+    fn scan_identifier(&mut self, identifier_end: &str) -> Result<(), TokenizerError> {
+        self.advance(1)?;
+        let text = self.extract_string(identifier_end, true)?;
+        self.add(self.token_types.identifier, Some(text))
+    }
+
+    fn extract_string(
+        &mut self,
+        delimiter: &str,
+        use_identifier_escapes: bool,
+    ) -> Result<String, TokenizerError> {
+        let mut text = String::from("");
+
+        loop {
+            let escapes = if use_identifier_escapes {
+                &self.settings.identifier_escapes
+            } else {
+                &self.settings.string_escapes
+            };
+
+            let peek_char_str = self.peek_char.to_string();
+            if escapes.contains(&self.current_char)
+                && (peek_char_str == delimiter || escapes.contains(&self.peek_char))
+                && (self.current_char == self.peek_char
+                    || !self
+                        .settings
+                        .quotes
+                        .contains_key(&self.current_char.to_string()))
+            {
+                if peek_char_str == delimiter {
+                    text.push(self.peek_char);
+                } else {
+                    text.push(self.current_char);
+                    text.push(self.peek_char);
+                }
+                if self.current + 1 < self.size {
+                    self.advance(2)?;
+                } else {
+                    return self.error_result(format!(
+                        "Missing {} from {}:{}",
+                        delimiter, self.line, self.current
+                    ));
+                }
+            } else {
+                if self.chars(delimiter.len()) == delimiter {
+                    if delimiter.len() > 1 {
+                        self.advance((delimiter.len() - 1) as isize)?;
+                    }
+                    break;
+                }
+                if self.is_end {
+                    return self.error_result(format!(
+                        "Missing {} from {}:{}",
+                        delimiter, self.line, self.current
+                    ));
+                }
+
+                if !self.dialect_settings.escape_sequences.is_empty()
+                    && !self.peek_char.is_whitespace()
+                    && self.settings.string_escapes.contains(&self.current_char)
+                {
+                    let sequence_key = format!("{}{}", self.current_char, self.peek_char);
+                    if let Some(escaped_sequence) =
+                        self.dialect_settings.escape_sequences.get(&sequence_key)
+                    {
+                        self.advance(2)?;
+                        text.push_str(escaped_sequence);
+                        continue;
+                    }
+                }
+
+                let current = self.current - 1;
+                self.advance(1)?;
+                text.push_str(
+                    &self.sql[current..self.current - 1]
+                        .iter()
+                        .collect::<String>(),
+                );
+            }
+        }
+        Ok(text)
+    }
+
+    fn extract_value(&mut self) -> Result<String, TokenizerError> {
+        loop {
+            if !self.peek_char.is_whitespace()
+                && !self.is_end
+                && !self.settings.single_tokens.contains_key(&self.peek_char)
+            {
+                self.advance(1)?;
+            } else {
+                break;
+            }
+        }
+        Ok(self.text())
+    }
+
+    fn error(&self, message: String) -> TokenizerError {
+        let start = max((self.current as isize) - 50, 0);
+        let end = min(self.current + 50, self.size - 1);
+        let context = self.sql[start as usize..end].iter().collect::<String>();
+        TokenizerError { message, context }
+    }
+
+    fn error_result<T>(&self, message: String) -> Result<T, TokenizerError> {
+        Err(self.error(message))
+    }
+}
diff --git a/sqlglotrs/src/trie.rs b/sqlglotrs/src/trie.rs
new file mode 100644
index 0000000..8e6f20c
--- /dev/null
+++ b/sqlglotrs/src/trie.rs
@@ -0,0 +1,68 @@
+use std::collections::HashMap;
+
+#[derive(Debug)]
+pub struct TrieNode {
+    is_word: bool,
+    children: HashMap<char, TrieNode>,
+}
+
+#[derive(Debug)]
+pub enum TrieResult {
+    Failed,
+    Prefix,
+    Exists,
+}
+
+impl TrieNode {
+    pub fn contains(&self, key: &str) -> (TrieResult, &TrieNode) {
+        if key.is_empty() {
+            return (TrieResult::Failed, self);
+        }
+
+        let mut current = self;
+        for c in key.chars() {
+            match current.children.get(&c) {
+                Some(node) => current = node,
+                None => return (TrieResult::Failed, current),
+            }
+        }
+
+        if current.is_word {
+            (TrieResult::Exists, current)
+        } else {
+            (TrieResult::Prefix, current)
+        }
+    }
+}
+
+#[derive(Debug)]
+pub struct Trie {
+    pub root: TrieNode,
+}
+
+impl Trie {
+    pub fn new() -> Self {
+        Trie {
+            root: TrieNode {
+                is_word: false,
+                children: HashMap::new(),
+            },
+        }
+    }
+
+    pub fn add<'a, I>(&mut self, keys: I)
+    where
+        I: Iterator<Item = &'a String>,
+    {
+        for key in keys {
+            let mut current = &mut self.root;
+            for c in key.chars() {
+                current = current.children.entry(c).or_insert(TrieNode {
+                    is_word: false,
+                    children: HashMap::new(),
+                });
+            }
+            current.is_word = true;
+        }
+    }
+}