Skip to main content

A utility library for data cleaning and parsing.

Project description

smith-utils

PyPI version Python versions Status License Tests Documentation Status

Smith Utils is a central hub for data cleaning and parsing scripts. This package consolidates distributed utility functions to improve code reuse and maintenance efficiency across all yeiichi projects.

Key Features

📅 Datetime Utilities (smith_utils.datetime)

Robust date parsing and formatting.

  • ensure_date: Flexible conversion of strings, datetime.date objects, or None (returns today) into a date object.
  • parse_strict_date: Strict parsing for YYYYMMDD or YYYY-MM-DD formats, rejecting ambiguous inputs.
  • format_ordinal: Converts integers to ordinal strings (e.g., 1"1st", 22"22nd").

🔢 Numeric Refinement (smith_utils.numeric)

Clean and parse messy numeric data.

  • parse_numeric_value: Handles custom separators, decimals, and negative formats like (1,234.56).
  • parse_currency_value: Alias for numeric parsing, specifically for currency strings.

📝 Text Normalization & Metrics (smith_utils.text)

Standardize text and compare string similarity.

  • normalize_text: Unicode NFKC normalization, case folding, and whitespace handling.
  • StringDistance: Implementation of Damerau-Levenshtein and Jaro-Winkler algorithms for fuzzy matching.

Installation

Install via pip:

pip install smith-utils

Quick Start

from smith_utils.datetime.date_utils import ensure_date
from smith_utils.numeric.refinement import parse_numeric_value
from smith_utils.text.normalization import normalize_text

# Datetime
date = ensure_date("20231225") # datetime.date(2023, 12, 25)

# Numeric
value = parse_numeric_value("(1,250.50)") # -1250.5

# Text
clean_text = normalize_text("  Smith  Utils  ") # "smith utils"

Directory Structure

  • src/smith_utils/: Main package source.
  • legacy/: Legacy scripts and templates (not included in distribution).
  • tests/: Comprehensive test suite.

License

This project is licensed under the MIT License - see the LICENSE file for details.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

smith_utils-0.1.0.tar.gz (12.2 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

smith_utils-0.1.0-py3-none-any.whl (10.7 kB view details)

Uploaded Python 3

File details

Details for the file smith_utils-0.1.0.tar.gz.

File metadata

  • Download URL: smith_utils-0.1.0.tar.gz
  • Upload date:
  • Size: 12.2 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.13.7

File hashes

Hashes for smith_utils-0.1.0.tar.gz
Algorithm Hash digest
SHA256 1186c31e93d8a7769df32af10550555b00007d102f342c6866da7c0c823b3b07
MD5 651bac359175184d85ad1fca6388a7ff
BLAKE2b-256 f818f1d9e98f85a75524a02916aa37382034ef7330f42a1172c3c95458018764

See more details on using hashes here.

File details

Details for the file smith_utils-0.1.0-py3-none-any.whl.

File metadata

  • Download URL: smith_utils-0.1.0-py3-none-any.whl
  • Upload date:
  • Size: 10.7 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.13.7

File hashes

Hashes for smith_utils-0.1.0-py3-none-any.whl
Algorithm Hash digest
SHA256 8f9cc2e6238845c8bb7966bd3029f2c831c79843ae075c31b34e6e795daf0048
MD5 d47a9eb19f464672c0578551860df78b
BLAKE2b-256 c45c5b3618a1ec2230e948b97c5dd0da0b57e60d5e79a1548cab119d481ce869

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page