# Polars-Phonetics: A Polars Plugin for Phonetic Algorithms
## v0.2.0 Release: Metaphone, Soundex & Nysiis Algorithms added!
Welcome to Polars-Phonetics, a Polars plugin for phonetic algorithms built in Rust for Python users. This second release includes the Metaphone, Soundex & Nysiis algorithms, in addition to the Double-Metaphone algorithm in the initial release.
With the current algorithms, Polars-Phonetics can replace the 'phonetics' Python module, no need for `map_elements(soundex)` from now on!
## Installation
To use Polars-Phonetics, install the polars-phonetics package using pip:
```bash
pip install polars-phonetics
```
## Example Usage
Here's an example of how to use the double_metaphone, metaphone, soundex & nysiis functions in Polars Phonetics:
```python
import polars as pl
from polars_phonetics import dmetaphone, soundex, metaphone, nysiis
# Create a sample dataframe
df = pl.DataFrame(
{
"words": ["hello", "this", "is", "the", "phonetics", "plugin", "in", "polars", None],
}
)
print(df)
# This would output:
# shape: (9, 1)
# ┌───────────┐
# │ words │
# │ --- │
# │ str │
# ╞═══════════╡
# │ hello │
# │ this │
# │ is │
# │ the │
# │ phonetics │
# │ plugin │
# │ in │
# │ polars │
# │ null │
# └───────────┘
# Apply the double_metaphone, soundex, metaphone & nysiis functions to the 'words' column
result = df.with_columns(
dmetaphone=dmetaphone("words"),
soundex=soundex("words"),
metaphone=metaphone("words"),
nysiis=nysiis("words"),
)
print(result)
# shape: (9, 5)
# ┌───────────┬──────────────┬─────────┬───────────┬────────┐
# │ words ┆ dmetaphone ┆ soundex ┆ metaphone ┆ nysiis │
# │ --- ┆ --- ┆ --- ┆ --- ┆ --- │
# │ str ┆ str ┆ str ┆ str ┆ str │
# ╞═══════════╪══════════════╪═════════╪═══════════╪════════╡
# │ hello ┆ [HL, HL] ┆ H400 ┆ HL ┆ HAL │
# │ this ┆ [0S, TS] ┆ T200 ┆ 0S ┆ T │
# │ is ┆ [AS, AS] ┆ I200 ┆ IS ┆ I │
# │ the ┆ [0, T] ┆ T000 ┆ 0 ┆ T │
# │ phonetics ┆ [FNTK, FNTK] ┆ P532 ┆ FNTK ┆ FANATA │
# │ plugin ┆ [PLJN, PLKN] ┆ P425 ┆ PLJN ┆ PLAGAN │
# │ in ┆ [AN, AN] ┆ I500 ┆ IN ┆ IN │
# │ polars ┆ [PLRS, PLRS] ┆ P462 ┆ PLRS ┆ PALAR │
# │ null ┆ null ┆ null ┆ null ┆ null │
# └───────────┴──────────────┴─────────┴───────────┴────────┘
```
## Acknowledgments
I would like to extend my gratitude to:
- Marco Gorelli for his comprehensive guide on writing [Polars Plugins](https://marcogorelli.github.io/polars-plugins-tutorial/).
- The team behind the Rust crate [rphonetic](https://crates.io/crates/rphonetic).
- The Discord server for Polars, especially the [plugins channel](https://discord.com/channels/908022250106667068/1174049891794812998).
## Future Releases
Future releases of Polars-Phonetics will include additional phonetic algorithms with options to customise outputs through arguments. Stay tuned for updates!
## Contributing
If you'd like to contribute to Polars-Phonetics, please open an issue or pull request on this repository. I welcome any feedback, bug reports, or new algorithm implementations.
## License
Polars-Phonetics is licensed under the MIT License. See the LICENSE file for details.
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"description": "# Polars-Phonetics: A Polars Plugin for Phonetic Algorithms\n\n## v0.2.0 Release: Metaphone, Soundex & Nysiis Algorithms added!\n\nWelcome to Polars-Phonetics, a Polars plugin for phonetic algorithms built in Rust for Python users. This second release includes the Metaphone, Soundex & Nysiis algorithms, in addition to the Double-Metaphone algorithm in the initial release.\n\nWith the current algorithms, Polars-Phonetics can replace the 'phonetics' Python module, no need for `map_elements(soundex)` from now on!\n\n## Installation\n\nTo use Polars-Phonetics, install the polars-phonetics package using pip:\n\n```bash\npip install polars-phonetics\n```\n\n## Example Usage\n\nHere's an example of how to use the double_metaphone, metaphone, soundex & nysiis functions in Polars Phonetics:\n\n```python\nimport polars as pl\nfrom polars_phonetics import dmetaphone, soundex, metaphone, nysiis\n\n# Create a sample dataframe\ndf = pl.DataFrame(\n {\n \"words\": [\"hello\", \"this\", \"is\", \"the\", \"phonetics\", \"plugin\", \"in\", \"polars\", None],\n }\n)\n\nprint(df)\n\n# This would output:\n# shape: (9, 1)\n# \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510\n# \u2502 words \u2502\n# \u2502 --- \u2502\n# \u2502 str \u2502\n# \u255e\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2561\n# \u2502 hello \u2502\n# \u2502 this \u2502\n# \u2502 is \u2502\n# \u2502 the \u2502\n# \u2502 phonetics \u2502\n# \u2502 plugin \u2502\n# \u2502 in \u2502\n# \u2502 polars \u2502\n# \u2502 null \u2502\n# \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518\n\n\n# Apply the double_metaphone, soundex, metaphone & nysiis functions to the 'words' column\nresult = df.with_columns(\n dmetaphone=dmetaphone(\"words\"),\n soundex=soundex(\"words\"),\n metaphone=metaphone(\"words\"),\n nysiis=nysiis(\"words\"),\n)\n\nprint(result)\n\n# shape: (9, 5)\n# \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510\n# \u2502 words \u2506 dmetaphone \u2506 soundex \u2506 metaphone \u2506 nysiis \u2502\n# \u2502 --- \u2506 --- \u2506 --- \u2506 --- \u2506 --- \u2502\n# \u2502 str \u2506 str \u2506 str \u2506 str \u2506 str \u2502\n# \u255e\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2561\n# \u2502 hello \u2506 [HL, HL] \u2506 H400 \u2506 HL \u2506 HAL \u2502\n# \u2502 this \u2506 [0S, TS] \u2506 T200 \u2506 0S \u2506 T \u2502\n# \u2502 is \u2506 [AS, AS] \u2506 I200 \u2506 IS \u2506 I \u2502\n# \u2502 the \u2506 [0, T] \u2506 T000 \u2506 0 \u2506 T \u2502\n# \u2502 phonetics \u2506 [FNTK, FNTK] \u2506 P532 \u2506 FNTK \u2506 FANATA \u2502\n# \u2502 plugin \u2506 [PLJN, PLKN] \u2506 P425 \u2506 PLJN \u2506 PLAGAN \u2502\n# \u2502 in \u2506 [AN, AN] \u2506 I500 \u2506 IN \u2506 IN \u2502\n# \u2502 polars \u2506 [PLRS, PLRS] \u2506 P462 \u2506 PLRS \u2506 PALAR \u2502\n# \u2502 null \u2506 null \u2506 null \u2506 null \u2506 null \u2502\n# \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518\n```\n\n## Acknowledgments\n\nI would like to extend my gratitude to:\n\n- Marco Gorelli for his comprehensive guide on writing [Polars Plugins](https://marcogorelli.github.io/polars-plugins-tutorial/).\n- The team behind the Rust crate [rphonetic](https://crates.io/crates/rphonetic).\n- The Discord server for Polars, especially the [plugins channel](https://discord.com/channels/908022250106667068/1174049891794812998).\n\n## Future Releases\n\nFuture releases of Polars-Phonetics will include additional phonetic algorithms with options to customise outputs through arguments. Stay tuned for updates!\n\n## Contributing\n\nIf you'd like to contribute to Polars-Phonetics, please open an issue or pull request on this repository. I welcome any feedback, bug reports, or new algorithm implementations.\n\n## License\n\nPolars-Phonetics is licensed under the MIT License. See the LICENSE file for details.\n",
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