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features = ["extension-module"] } +pyo3 = { version = "0.28.2", features = ["abi3-py39"] } rust-stemmers = "1.2.0" rayon = "1.6" [dev-dependencies] -pyo3 = { version = "0.18", features = ["extension-module"] } +pyo3 = { version = "0.28.2", features = ["abi3-py39"] } [profile.release] opt-level = 3 diff --git a/py_rust_stemmers/__init__.py b/py_rust_stemmers/__init__.py new file mode 100644 index 0000000..9e35008 --- /dev/null +++ b/py_rust_stemmers/__init__.py @@ -0,0 +1,3 @@ +from .py_rust_stemmers import SnowballStemmer # type: ignore + +__all__ = ["SnowballStemmer"] \ No newline at end of file diff --git a/py_rust_stemmers/__init__.pyi b/py_rust_stemmers/__init__.pyi new file mode 100644 index 0000000..a2f4c18 --- /dev/null +++ b/py_rust_stemmers/__init__.pyi @@ -0,0 +1,55 @@ +from typing import Iterable, List, TypeVar + +_S = TypeVar("_S", bound=str) + +class SnowballStemmer: + """ + A fast and parallel Snowball stemmer implemented in Rust. + """ + def __init__(self, lang: str) -> None: + """ + Create a new SnowballStemmer for the specified language. + + Args: + lang: The language to use (e.g., 'english', 'spanish'). + + Raises: + ValueError: If the language is not supported. + """ + ... + + def stem_word(self, input: str) -> str: + """ + Stem a single word. + + Args: + input: The word to stem. + + Returns: + The stemmed word. + """ + ... + + def stem_words(self, inputs: Iterable[_S]) -> List[str]: + """ + Stem an iterable of words sequentially. + + Args: + inputs: An iterable of words to stem. + + Returns: + A list of stemmed words. + """ + ... + + def stem_words_parallel(self, inputs: Iterable[_S]) -> List[str]: + """ + Stem an iterable of words in parallel using Rayon. + + Args: + inputs: An iterable of words to stem. + + Returns: + A list of stemmed words. + """ + ... diff --git a/py_rust_stemmers/py.typed b/py_rust_stemmers/py.typed new file mode 100644 index 0000000..e69de29 diff --git a/pyproject.toml b/pyproject.toml index 4e7f0d7..5131fb1 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -2,13 +2,37 @@ name = "py_rust_stemmers" version = "0.1.5" description = "Fast and parallel snowball stemmer" - -# Include a long description readme = "README.md" +requires-python = ">=3.9" +authors = [{ name = "Qdrant", email = "info@qdrant.com" }] +license = { text = "MIT" } +repository = "https://github.com/ElissonRodrigues/py-rust-stemmers" +classifiers = [ + "Programming Language :: Rust", + "Programming Language :: Python :: 3", + "Programming Language :: Python :: 3.9", + "Programming Language :: Python :: 3.10", + "Programming Language :: Python :: 3.11", + "Programming Language :: Python :: 3.12", + "Programming Language :: Python :: 3.13", + "Programming Language :: Python :: 3.14", + "License :: OSI Approved :: MIT License", + "Operating System :: OS Independent", + "Intended Audience :: Developers", + "Topic :: Text Processing :: Linguistic", +] [build-system] requires = ["maturin>=0.12"] build-backend = "maturin" +[tool.maturin] +features = ["pyo3/abi3-py39"] -# Other fields like authors, dependencies, etc. +[dependency-groups] +dev = [ + "pytest", + "tqdm", + "snowballstemmer", + "puccinialin", # Necessary for build in this environment +] diff --git a/src/lib.rs b/src/lib.rs index fc84d57..beaf4c0 100644 --- a/src/lib.rs +++ b/src/lib.rs @@ -1,70 +1,113 @@ +use pyo3::exceptions::PyValueError; use pyo3::prelude::*; +use pyo3::types::PyAny; use rayon::prelude::*; -// Import the stemmer implementation from the rust-stemmers library -extern crate rust_stemmers; use rust_stemmers::{Algorithm, Stemmer}; +use std::borrow::Cow; + +/// Lookup table mapping language names (lowercase) +const SUPPORTED_LANGUAGES: &[(&str, Algorithm)] = &[ + ("arabic", Algorithm::Arabic), + ("danish", Algorithm::Danish), + ("dutch", Algorithm::Dutch), + ("english", Algorithm::English), + ("finnish", Algorithm::Finnish), + ("french", Algorithm::French), + ("german", Algorithm::German), + ("greek", Algorithm::Greek), + ("hungarian", Algorithm::Hungarian), + ("italian", Algorithm::Italian), + ("norwegian", Algorithm::Norwegian), + ("portuguese", Algorithm::Portuguese), + ("romanian", Algorithm::Romanian), + ("russian", Algorithm::Russian), + ("spanish", Algorithm::Spanish), + ("swedish", Algorithm::Swedish), + ("tamil", Algorithm::Tamil), + ("turkish", Algorithm::Turkish), +]; -// Create a Python class to expose the stemmer functionality #[pyclass] pub struct SnowballStemmer { stemmer: Stemmer, } +impl SnowballStemmer { + fn stem_normalized(&self, input: &str) -> String { + let normalized = if input.chars().any(char::is_uppercase) { + Cow::Owned(input.to_lowercase()) + } else { + Cow::Borrowed(input) + }; + self.stemmer.stem(&normalized).into_owned() + } +} + #[pymethods] impl SnowballStemmer { + /// Creates a new instance of the stemmer for the specified language. #[new] - fn new(lang: &str) -> Self { - let algorithm = match lang.to_lowercase().as_str() { - "arabic" => Algorithm::Arabic, - "danish" => Algorithm::Danish, - "dutch" => Algorithm::Dutch, - "english" => Algorithm::English, - "finnish" => Algorithm::Finnish, - "french" => Algorithm::French, - "german" => Algorithm::German, - "greek" => Algorithm::Greek, - "hungarian" => Algorithm::Hungarian, - "italian" => Algorithm::Italian, - "norwegian" => Algorithm::Norwegian, - "portuguese" => Algorithm::Portuguese, - "romanian" => Algorithm::Romanian, - "russian" => Algorithm::Russian, - "spanish" => Algorithm::Spanish, - "swedish" => Algorithm::Swedish, - "tamil" => Algorithm::Tamil, - "turkish" => Algorithm::Turkish, - _ => panic!("Unsupported language: {}", lang), - }; - let stemmer = Stemmer::create(algorithm); - SnowballStemmer { stemmer } + pub fn new(lang: &str) -> PyResult { + let algorithm = SUPPORTED_LANGUAGES + .iter() + .find(|(name, _)| name.eq_ignore_ascii_case(lang)) + .map(|&(_, algo)| algo) + .ok_or_else(|| { + let supported = SUPPORTED_LANGUAGES + .iter() + .map(|(name, _)| *name) + .collect::>() + .join(", "); + PyValueError::new_err(format!( + "Unsupported language: '{}'. Supported languages are: {}", + lang, supported + )) + })?; + + Ok(Self { + stemmer: Stemmer::create(algorithm), + }) } - #[inline(always)] - fn stem_word(&self, input: &str) -> String { - self.stemmer.stem(input).into_owned() + /// Stems a single word. + pub fn stem_word(&self, input: &str) -> String { + self.stem_normalized(input) } - #[inline(always)] - pub fn stem_words_parallel(&self, inputs: Vec<&str>) -> Vec { - inputs - .into_par_iter() - .map(|word| self.stemmer.stem(word).into_owned()) - .collect() + /// Stems an iterable of words sequentially. + pub fn stem_words(&self, inputs: &Bound<'_, PyAny>) -> PyResult> { + let iter = inputs.try_iter()?; + let mut results = Vec::with_capacity(inputs.len().unwrap_or(0)); + for item in iter { + let word: String = item?.extract()?; + results.push(self.stem_normalized(&word)); + } + Ok(results) } - #[inline(always)] - pub fn stem_words(&self, inputs: Vec<&str>) -> Vec { - inputs - .into_iter() - .map(|word| self.stemmer.stem(word)) - .map(|stemmed| stemmed.into_owned()) - .collect() + /// Stems an iterable of words in parallel. The GIL is released during processing. + pub fn stem_words_parallel( + &self, + py: Python<'_>, + inputs: &Bound<'_, PyAny>, + ) -> PyResult> { + let words: Vec = inputs + .try_iter()? + .map(|item| item?.extract::()) + .collect::>()?; + + Ok(py.detach(|| { + words + .into_par_iter() + .with_min_len(1024) + .map(|word| self.stem_normalized(&word)) + .collect() + })) } } -/// This module is required for the Python interpreter to access the Rust functions. #[pymodule] -fn py_rust_stemmers(_py: Python, m: &PyModule) -> PyResult<()> { +fn py_rust_stemmers(m: &Bound<'_, PyModule>) -> PyResult<()> { m.add_class::()?; Ok(()) -} +} \ No newline at end of file diff --git a/tests/speedtest.py b/tests/speedtest.py index 3867d5d..e814b73 100644 --- a/tests/speedtest.py +++ b/tests/speedtest.py @@ -1,4 +1,5 @@ import time + from py_rust_stemmers import SnowballStemmer from snowballstemmer import stemmer @@ -33,6 +34,6 @@ b = time.perf_counter() for _ in range(loops): for word in words: - stemmed = s.stemWord(word.encode('utf-8')) -print("Time taken snowballstemmer with PyStemmer installed:", time.perf_counter() - b) + stemmed = s.stemWord(word) +print("Time taken snowballstemmer:", time.perf_counter() - b) diff --git a/tests/test_py_rust_stemers.py b/tests/test_py_rust_stemmers.py similarity index 57% rename from tests/test_py_rust_stemers.py rename to tests/test_py_rust_stemmers.py index 2d397ab..9359030 100644 --- a/tests/test_py_rust_stemers.py +++ b/tests/test_py_rust_stemmers.py @@ -1,30 +1,34 @@ import unittest -import py_rust_stemers +from py_rust_stemmers import SnowballStemmer class TestRustStemmer(unittest.TestCase): def test_english_stemming(self): words = ["fruitlessly", "happiness", "computations"] expected = ["fruitless", "happi", "comput"] - result = py_rust_stemers.rust_stem(words, "english") + stemmer = SnowballStemmer("english") + result = stemmer.stem_words(words) self.assertEqual(result, expected) def test_spanish_stemming(self): words = ["frutalmente", 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