polars-whichlang 0.1.0

Language identification plugin for polars

polars-whichlang

This polars plugin is a wrapper for whichlang, a very fast and reasonably accurate language identification library written in rust.

It currently supports the following languages:

• Arabic (ara)
• Dutch (nld)
• English (eng)
• French (fra)
• German (deu)
• Hindi (hin)
• Italian (ita)
• Japanese (jpn)
• Korean (kor)
• Mandarin (cmn)
• Portuguese (por)
• Russian (rus)
• Spanish (spa)
• Swedish (swe)
• Turkish (tur)
• Vietnamese (vie)

Installation

pip install polars-whichlang

Examples

import polars as pl
from polars_whichlang import detect_lang

df = pl.DataFrame(
    {
        "index": [1, 2, 3, 4],
        "text": [
            "This is a test.", 
            "Đây là một bài kiểm tra.", 
            "Dies ist ein Test", 
            "这是一个测试"
        ],
    }
)

df.with_columns(detect_lang('text').alias('lang'))

shape: (4, 3)
┌───────┬──────────────────────────┬──────┐
│ index ┆ text                     ┆ lang │
│ ---   ┆ ---                      ┆ ---  │
│ i64   ┆ str                      ┆ str  │
╞═══════╪══════════════════════════╪══════╡
│ 1     ┆ This is a test.          ┆ eng  │
│ 2     ┆ Đây là một bài kiểm tra. ┆ vie  │
│ 3     ┆ Dies ist ein Test        ┆ deu  │
│ 4     ┆ 这是一个测试               ┆ cmn  │
└───────┴──────────────────────────┴──────┘