iban-validation-polars


Nameiban-validation-polars JSON
Version 0.1.3 PyPI version JSON
download
home_pageNone
SummaryA package to facilitate validation of IBANs and selecting Bank_id and Branch_id as a Polars plugin
upload_time2025-02-11 23:08:49
maintainerNone
docs_urlNone
authorEric
requires_python>=3.9
licenseMIT
keywords
VCS
bugtrack_url
requirements No requirements were recorded.
Travis-CI No Travis.
coveralls test coverage No coveralls.
            # iban_validation_polars
A package to facilitate validation of IBANs and selecting Bank_id and Branch_id as a Polars plugin.

Leveraging Polars Multi-threaded feature to split IBANs

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)
```

            

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    "description": "# iban_validation_polars\nA package to facilitate validation of IBANs and selecting Bank_id and Branch_id as a Polars plugin.\n\nLeveraging Polars Multi-threaded feature to split IBANs\n\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",
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