| Name | iban-validation-polars JSON |
| Version |
0.1.19
JSON |
| download |
| home_page | None |
| Summary | A package to facilitate validation of IBANs and selecting Bank identifier and Branch identifier as a Polars plugin |
| upload_time | 2025-08-17 21:14:58 |
| maintainer | None |
| docs_url | None |
| author | Eric |
| requires_python | >=3.9 |
| license | MIT |
| keywords |
|
| VCS |
 |
| bugtrack_url |
|
| requirements |
No requirements were recorded.
|
| Travis-CI |
No Travis.
|
| coveralls test coverage |
No coveralls.
|
# IBAN Validation for Polars iban_validation_polars
A high-performance Polars plugin for validating IBANs (International Bank Account Numbers) and extracting bank/branch identifiers leveraging Polars Multi-threaded feature and performance.
## Quick Start
Example:
```python
import polars as pl
from iban_validation_polars import process_ibans
import os
inputfile = r'iban_validation_rs/data/IBAN Examples.txt'
outputfile = r'iban_validation_polars/examples/test_file.csv'
# File generation
df = pl.read_csv(inputfile).sample(10000000, with_replacement=True)
df.write_csv(outputfile)
print('writing to file complete')
# using the library
df = pl.scan_csv(outputfile)\
.with_columns(
validated=process_ibans('IBAN Examples').str.split_exact(',',2)\
.struct.rename_fields(['valid_ibans', 'bank_id', 'branch_id'])
).unnest('validated').sort(by='IBAN Examples', descending=True)
# show some results
print(df.collect(streaming=True))
# cleanup
os.remove(outputfile)
```
## Features
✅ Fast IBAN validation (Rust-powered)
✅ Bank identifier extraction
✅ Branch identifier extraction
✅ Support for all IBAN countries (SWIFT Registry v99)
✅ Zero-copy operations where possible
## Installation
```bash
pip install iban-validation-polars
```
## Performance Benchmarks
This polars plugin was the principal objective of this library; the benchmarks [here](../iban_validation_bench_py/README.md) highlight how much faster it is to use the plugin than to call the Python library with ```map_element``` (about 80 times faster).
## API Reference
`process_ibans(column: pl.Expr) -> pl.Expr`
Validates IBANs and extracts bank/branch information in a single operation.
Parameters:
- column: A Polars expression containing IBAN strings in electronic format (no spaces)
Electronic format only: No spaces or special characters.
Case insensitive: Both uppercase and lowercase accepted when the IBAN definition allows it.
Length: 15-34 characters depending on country, as per the registry definition.
Returns:
- pl.Expr: A struct expression containing:
- validated_iban (str): The valid IBAN if validation passes, empty string if invalid
- bank_code (str | null): Bank identifier code (when relevant and valid)
- branch_code (str | null): Branch identifier code (when relevant and valid)
## Common Use cases
- Data Cleaning pipeline
- Data validation report
- Extracting valid IBANs only (filter for non-empty valid IBANs)
## Error Handling
This pluging does not raise exception under normal operation.
## Credits
Cheers to the [pyo3-polars project](https://github.com/pola-rs/pyo3-polars)! It made this library possible.
## Changes
- 0.1.19: technical update updgraded to polars 0.50.0, rust 1.89. Improved Polars documentation.
- 0.1.18: technical update updgraded to polars 0.49.1, pyo3 0.25, rust 1.88
- 0.1.17: memory usage reduced.
- 0.1.16: improved performance, added territories for GB and FR, and more tests, added WASM (experimental for now), added fuzzer.
- 0.1.15: improved performance (char to bytes) and improved c wrapper doc.
- 0.1.13: technical update to polars 0.48.1 and pyo3 0.24.
- 0.1.11: eliminated rust dependencies (rust code generated from Python instead of Hash and Serde).
- 0.1.9: improve mod97 perf (reduce memory needed).
- 0.1.8: improve mod97 perf (cpu memory tradeoff).
- 0.1.7: improve performance related to the Iban structure again.
- 0.1.6: improve performance related to the Iban structure.
- 0.1.5: add support for Python 3.13.
- 0.1.4: technical update; updated polars dependency to polars 0.46.0, pyo3-polars 0.20, and py03 0.23.
Raw data
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"description": "# IBAN Validation for Polars iban_validation_polars\nA high-performance Polars plugin for validating IBANs (International Bank Account Numbers) and extracting bank/branch identifiers leveraging Polars Multi-threaded feature and performance.\n\n## Quick Start\nExample:\n```python\nimport polars as pl\nfrom iban_validation_polars import process_ibans\nimport os\n\ninputfile = r'iban_validation_rs/data/IBAN Examples.txt'\noutputfile = r'iban_validation_polars/examples/test_file.csv'\n\n# File generation \ndf = pl.read_csv(inputfile).sample(10000000, with_replacement=True)\ndf.write_csv(outputfile)\nprint('writing to file complete')\n\n# using the library\ndf = pl.scan_csv(outputfile)\\\n .with_columns(\n validated=process_ibans('IBAN Examples').str.split_exact(',',2)\\\n .struct.rename_fields(['valid_ibans', 'bank_id', 'branch_id'])\n).unnest('validated').sort(by='IBAN Examples', descending=True)\n\n# show some results\nprint(df.collect(streaming=True))\n\n# cleanup\nos.remove(outputfile)\n```\n## Features\n\u2705 Fast IBAN validation (Rust-powered)\n\n\u2705 Bank identifier extraction\n\n\u2705 Branch identifier extraction\n\n\u2705 Support for all IBAN countries (SWIFT Registry v99)\n\n\u2705 Zero-copy operations where possible\n\n## Installation\n```bash \npip install iban-validation-polars\n```\n\n## Performance Benchmarks\nThis polars plugin was the principal objective of this library; the benchmarks [here](../iban_validation_bench_py/README.md) highlight how much faster it is to use the plugin than to call the Python library with ```map_element``` (about 80 times faster).\n\n## API Reference\n`process_ibans(column: pl.Expr) -> pl.Expr`\nValidates IBANs and extracts bank/branch information in a single operation.\nParameters:\n - column: A Polars expression containing IBAN strings in electronic format (no spaces)\n Electronic format only: No spaces or special characters.\n Case insensitive: Both uppercase and lowercase accepted when the IBAN definition allows it.\n Length: 15-34 characters depending on country, as per the registry definition.\n\nReturns:\n\n- pl.Expr: A struct expression containing:\n\n - validated_iban (str): The valid IBAN if validation passes, empty string if invalid\n - bank_code (str | null): Bank identifier code (when relevant and valid)\n - branch_code (str | null): Branch identifier code (when relevant and valid)\n\n## Common Use cases\n - Data Cleaning pipeline\n - Data validation report\n - Extracting valid IBANs only (filter for non-empty valid IBANs)\n\n## Error Handling\nThis pluging does not raise exception under normal operation.\n\n## Credits\nCheers to the [pyo3-polars project](https://github.com/pola-rs/pyo3-polars)! It made this library possible.\n\n## Changes\n - 0.1.19: technical update updgraded to polars 0.50.0, rust 1.89. Improved Polars documentation.\n - 0.1.18: technical update updgraded to polars 0.49.1, pyo3 0.25, rust 1.88\n - 0.1.17: memory usage reduced.\n - 0.1.16: improved performance, added territories for GB and FR, and more tests, added WASM (experimental for now), added fuzzer.\n - 0.1.15: improved performance (char to bytes) and improved c wrapper doc.\n - 0.1.13: technical update to polars 0.48.1 and pyo3 0.24.\n - 0.1.11: eliminated rust dependencies (rust code generated from Python instead of Hash and Serde).\n - 0.1.9: improve mod97 perf (reduce memory needed).\n - 0.1.8: improve mod97 perf (cpu memory tradeoff).\n - 0.1.7: improve performance related to the Iban structure again.\n - 0.1.6: improve performance related to the Iban structure.\n - 0.1.5: add support for Python 3.13.\n - 0.1.4: technical update; updated polars dependency to polars 0.46.0, pyo3-polars 0.20, and py03 0.23.\n\n",
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