{"library":"py-rust-stemmers","title":"Rust Stemmers for Python","description":"py-rust-stemmers (version 0.1.5) is a high-performance Python wrapper around the Rust `rust-stemmers` library. It implements the Snowball stemming algorithm, offering efficient word stemming for multiple languages with support for parallel processing, making it a powerful tool for text processing tasks. The library is actively maintained, with its latest version uploaded to PyPI in February 2025 and continued development activity on GitHub through late 2025.","language":"python","status":"active","last_verified":"Thu May 14","install":{"commands":["pip install py-rust-stemmers"],"cli":null},"imports":["from py_rust_stemmers import SnowballStemmer"],"auth":{"required":false,"env_vars":[]},"quickstart":{"code":"from py_rust_stemmers import SnowballStemmer\n\n# Initialize the stemmer for the English language\ns = SnowballStemmer('english')\n\ntext = \"\"\"This stem form is often a word itself, but this is not always the case as this is not a requirement for text search systems, which are the intended field of use. We also aim to conflate words with the same meaning, rather than all words with a common linguistic root (so awe and awful don't have the same stem), and over-stemming is more problematic than under-stemming so we tend not to stem in cases that are hard to resolve. If you want to always reduce words to a root form and/or get a root form which is itself a word then Snowball's stemming algorithms likely aren't the right answer.\"\"\"\nwords = text.split()\n\n# Stem a single word\nstemmed_word = s.stem_word(words[0])\nprint(f\"Stemmed word: {stemmed_word}\")\n\n# Stem a list of words\nstemmed_words = s.stem_words(words)\nprint(f\"Stemmed words: {stemmed_words}\")\n\n# Stem words in parallel (for larger text sequences)\nstemmed_words_parallel = s.stem_words_parallel(words)\nprint(f\"Stemmed words (parallel): {stemmed_words_parallel}\")","lang":"python","description":"Initialize a `SnowballStemmer` for a specific language and then use `stem_word`, `stem_words`, or `stem_words_parallel` for single word, batch, or parallel stemming, 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