mirror of
https://github.com/quickwit-oss/tantivy.git
synced 2025-12-23 02:29:57 +00:00
move tokenizer API to seperate crate (#1767)
closes #1766 Finding tantivy tokenizers is a frustrating experience currently, since they need be updated for each tantivy version. That's unnecessary since the API is rather stable anyway.
This commit is contained in:
10
tokenizer-api/Cargo.toml
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10
tokenizer-api/Cargo.toml
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[package]
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name = "tantivy-tokenizer-api"
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version = "0.1.0"
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edition = "2021"
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description = "Tokenizer API of tantivy"
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# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
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[dependencies]
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serde = { version = "1.0.152", features = ["derive"] }
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6
tokenizer-api/README.md
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tokenizer-api/README.md
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#Tokenizer-API
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An API to interface a tokenizer with tantivy.
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The API will be kept stable in order to not break support for existing tokenizers.
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197
tokenizer-api/src/lib.rs
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197
tokenizer-api/src/lib.rs
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//! Tokenizer are in charge of chopping text into a stream of tokens
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//! ready for indexing. This is an seperate crate from tantivy, so implementors don't need to update
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//! for each new tantivy version.
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//!
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//! To add support for a tokenizer, implement the [`Tokenizer`](crate::Tokenizer) trait.
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//! Checkout the [tantivy repo](https://github.com/quickwit-oss/tantivy/tree/main/src/tokenizer) for some examples.
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use std::borrow::{Borrow, BorrowMut};
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use std::ops::{Deref, DerefMut};
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use serde::{Deserialize, Serialize};
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/// Token
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#[derive(Debug, Clone, Serialize, Deserialize, Eq, PartialEq)]
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pub struct Token {
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/// Offset (byte index) of the first character of the token.
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/// Offsets shall not be modified by token filters.
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pub offset_from: usize,
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/// Offset (byte index) of the last character of the token + 1.
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/// The text that generated the token should be obtained by
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/// &text[token.offset_from..token.offset_to]
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pub offset_to: usize,
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/// Position, expressed in number of tokens.
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pub position: usize,
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/// Actual text content of the token.
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pub text: String,
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/// Is the length expressed in term of number of original tokens.
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pub position_length: usize,
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}
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impl Default for Token {
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fn default() -> Token {
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Token {
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offset_from: 0,
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offset_to: 0,
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position: usize::MAX,
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text: String::with_capacity(200),
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position_length: 1,
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}
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}
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}
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/// `Tokenizer` are in charge of splitting text into a stream of token
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/// before indexing.
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///
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/// # Warning
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///
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/// This API may change to use associated types.
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pub trait Tokenizer: 'static + Send + Sync + TokenizerClone {
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/// Creates a token stream for a given `str`.
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fn token_stream<'a>(&self, text: &'a str) -> BoxTokenStream<'a>;
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}
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pub trait TokenizerClone {
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fn box_clone(&self) -> Box<dyn Tokenizer>;
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}
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impl<T: Tokenizer + Clone> TokenizerClone for T {
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fn box_clone(&self) -> Box<dyn Tokenizer> {
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Box::new(self.clone())
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}
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}
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/// Simple wrapper of `Box<dyn TokenStream + 'a>`.
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///
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/// See [`TokenStream`] for more information.
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pub struct BoxTokenStream<'a>(Box<dyn TokenStream + 'a>);
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impl<'a, T> From<T> for BoxTokenStream<'a>
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where T: TokenStream + 'a
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{
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fn from(token_stream: T) -> BoxTokenStream<'a> {
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BoxTokenStream(Box::new(token_stream))
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}
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}
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impl<'a> Deref for BoxTokenStream<'a> {
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type Target = dyn TokenStream + 'a;
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fn deref(&self) -> &Self::Target {
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&*self.0
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}
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}
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impl<'a> DerefMut for BoxTokenStream<'a> {
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fn deref_mut(&mut self) -> &mut Self::Target {
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&mut *self.0
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}
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}
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impl<'a> TokenStream for Box<dyn TokenStream + 'a> {
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fn advance(&mut self) -> bool {
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let token_stream: &mut dyn TokenStream = self.borrow_mut();
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token_stream.advance()
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}
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fn token<'b>(&'b self) -> &'b Token {
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let token_stream: &'b (dyn TokenStream + 'a) = self.borrow();
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token_stream.token()
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}
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fn token_mut<'b>(&'b mut self) -> &'b mut Token {
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let token_stream: &'b mut (dyn TokenStream + 'a) = self.borrow_mut();
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token_stream.token_mut()
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}
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}
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/// `TokenStream` is the result of the tokenization.
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///
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/// It consists consumable stream of `Token`s.
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pub trait TokenStream {
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/// Advance to the next token
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///
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/// Returns false if there are no other tokens.
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fn advance(&mut self) -> bool;
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/// Returns a reference to the current token.
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fn token(&self) -> &Token;
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/// Returns a mutable reference to the current token.
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fn token_mut(&mut self) -> &mut Token;
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/// Helper to iterate over tokens. It
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/// simply combines a call to `.advance()`
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/// and `.token()`.
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fn next(&mut self) -> Option<&Token> {
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if self.advance() {
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Some(self.token())
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} else {
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None
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}
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}
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/// Helper function to consume the entire `TokenStream`
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/// and push the tokens to a sink function.
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fn process(&mut self, sink: &mut dyn FnMut(&Token)) {
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while self.advance() {
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sink(self.token());
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}
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}
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}
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/// Simple wrapper of `Box<dyn TokenFilter + 'a>`.
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///
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/// See [`TokenFilter`] for more information.
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pub struct BoxTokenFilter(Box<dyn TokenFilter>);
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impl Deref for BoxTokenFilter {
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type Target = dyn TokenFilter;
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fn deref(&self) -> &dyn TokenFilter {
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&*self.0
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}
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}
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impl<T: TokenFilter> From<T> for BoxTokenFilter {
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fn from(tokenizer: T) -> BoxTokenFilter {
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BoxTokenFilter(Box::new(tokenizer))
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}
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}
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pub trait TokenFilterClone {
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fn box_clone(&self) -> BoxTokenFilter;
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}
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/// Trait for the pluggable components of `Tokenizer`s.
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pub trait TokenFilter: 'static + Send + Sync + TokenFilterClone {
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/// Wraps a token stream and returns the modified one.
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fn transform<'a>(&self, token_stream: BoxTokenStream<'a>) -> BoxTokenStream<'a>;
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}
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impl<T: TokenFilter + Clone> TokenFilterClone for T {
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fn box_clone(&self) -> BoxTokenFilter {
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BoxTokenFilter::from(self.clone())
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}
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}
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#[cfg(test)]
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mod test {
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use super::*;
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#[test]
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fn clone() {
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let t1 = Token {
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position: 1,
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offset_from: 2,
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offset_to: 3,
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text: "abc".to_string(),
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position_length: 1,
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};
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let t2 = t1.clone();
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assert_eq!(t1.position, t2.position);
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assert_eq!(t1.offset_from, t2.offset_from);
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assert_eq!(t1.offset_to, t2.offset_to);
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assert_eq!(t1.text, t2.text);
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}
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}
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