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//! Tokenizer are in charge of chopping text into a stream of tokens
//! ready for indexing. This is an seperate crate from tantivy, so implementors don't need to update
//! for each new tantivy version.
//!
//! To add support for a tokenizer, implement the [`Tokenizer`] trait.
//! Checkout the [tantivy repo](https://github.com/quickwit-oss/tantivy/tree/main/src/tokenizer) for some examples.
use std::borrow::{Borrow, BorrowMut};
use std::ops::{Deref, DerefMut};
use serde::{Deserialize, Serialize};
/// Token
#[derive(Debug, Clone, Serialize, Deserialize, Eq, PartialEq)]
pub struct Token {
/// Offset (byte index) of the first character of the token.
/// Offsets shall not be modified by token filters.
pub offset_from: usize,
/// Offset (byte index) of the last character of the token + 1.
/// The text that generated the token should be obtained by
/// &text[token.offset_from..token.offset_to]
pub offset_to: usize,
/// Position, expressed in number of tokens.
pub position: usize,
/// Actual text content of the token.
pub text: String,
/// Is the length expressed in term of number of original tokens.
pub position_length: usize,
}
impl Default for Token {
fn default() -> Token {
Token {
offset_from: 0,
offset_to: 0,
position: usize::MAX,
text: String::new(),
position_length: 1,
}
}
}
impl Token {
/// reset to default
pub fn reset(&mut self) {
self.offset_from = 0;
self.offset_to = 0;
self.position = usize::MAX;
self.text.clear();
self.position_length = 1;
}
}
/// `Tokenizer` are in charge of splitting text into a stream of token
/// before indexing.
pub trait Tokenizer: 'static + Clone + Send + Sync {
/// The token stream returned by this Tokenizer.
type TokenStream<'a>: TokenStream;
/// Creates a token stream for a given `str`.
fn token_stream<'a>(&'a mut self, text: &'a str) -> Self::TokenStream<'a>;
}
/// Simple wrapper of `Box<dyn TokenStream + 'a>`.
pub struct BoxTokenStream<'a>(Box<dyn TokenStream + 'a>);
impl<'a> TokenStream for BoxTokenStream<'a> {
fn advance(&mut self) -> bool {
self.0.advance()
}
fn token(&self) -> &Token {
self.0.token()
}
fn token_mut(&mut self) -> &mut Token {
self.0.token_mut()
}
}
impl<'a> BoxTokenStream<'a> {
pub fn new<T: TokenStream + 'a>(token_stream: T) -> BoxTokenStream<'a> {
BoxTokenStream(Box::new(token_stream))
}
}
impl<'a> Deref for BoxTokenStream<'a> {
type Target = dyn TokenStream + 'a;
fn deref(&self) -> &Self::Target {
&*self.0
}
}
impl<'a> DerefMut for BoxTokenStream<'a> {
fn deref_mut(&mut self) -> &mut Self::Target {
&mut *self.0
}
}
impl<'a> TokenStream for Box<dyn TokenStream + 'a> {
fn advance(&mut self) -> bool {
let token_stream: &mut dyn TokenStream = self.borrow_mut();
token_stream.advance()
}
fn token<'b>(&'b self) -> &'b Token {
let token_stream: &'b (dyn TokenStream + 'a) = self.borrow();
token_stream.token()
}
fn token_mut<'b>(&'b mut self) -> &'b mut Token {
let token_stream: &'b mut (dyn TokenStream + 'a) = self.borrow_mut();
token_stream.token_mut()
}
}
/// `TokenStream` is the result of the tokenization.
///
/// It consists consumable stream of `Token`s.
pub trait TokenStream {
/// Advance to the next token
///
/// Returns false if there are no other tokens.
fn advance(&mut self) -> bool;
/// Returns a reference to the current token.
fn token(&self) -> &Token;
/// Returns a mutable reference to the current token.
fn token_mut(&mut self) -> &mut Token;
/// Helper to iterate over tokens. It
/// simply combines a call to `.advance()`
/// and `.token()`.
fn next(&mut self) -> Option<&Token> {
if self.advance() {
Some(self.token())
} else {
None
}
}
/// Helper function to consume the entire `TokenStream`
/// and push the tokens to a sink function.
fn process(&mut self, sink: &mut dyn FnMut(&Token)) {
while self.advance() {
sink(self.token());
}
}
}
/// Trait for the pluggable components of `Tokenizer`s.
pub trait TokenFilter: 'static + Send + Sync {
/// The Tokenizer type returned by this filter, typically parametrized by the underlying
/// Tokenizer.
type Tokenizer<T: Tokenizer>: Tokenizer;
/// Wraps a Tokenizer and returns a new one.
fn transform<T: Tokenizer>(self, tokenizer: T) -> Self::Tokenizer<T>;
}
#[cfg(test)]
mod test {
use super::*;
#[test]
fn clone() {
let t1 = Token {
position: 1,
offset_from: 2,
offset_to: 3,
text: "abc".to_string(),
position_length: 1,
};
let t2 = t1.clone();
assert_eq!(t1.position, t2.position);
assert_eq!(t1.offset_from, t2.offset_from);
assert_eq!(t1.offset_to, t2.offset_to);
assert_eq!(t1.text, t2.text);
}
}