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Harmonized System (HS) codes from the World Customs Organization with hierarchical structure and search capabilities

Project description

pyhscodes

A Python package for working with Harmonized System (HS) codes from the World Customs Organization. Built on the foundation of the popular pycountry package, pyhscodes provides a similar API for HS codes with hierarchical structure and search capabilities.

Features

  • Complete HS Code Database: Contains 6,940+ HS codes with full hierarchical structure
  • Section Support: All 21 HS code sections with descriptions
  • Hierarchical Navigation: Navigate from chapters (2-digit) to headings (4-digit) to subheadings (6-digit)
  • Fuzzy Search: Find codes by description text
  • Fast Lookups: Optimized indexing for quick code retrieval
  • Pythonic API: Clean, intuitive interface similar to pycountry

Installation

pip install pyhscodes

Quick Start

import pyhscodes

# Basic statistics
print(f"Total HS codes: {len(pyhscodes.hscodes)}")
print(f"Total sections: {len(pyhscodes.sections)}")

# Get a specific code
animals = pyhscodes.hscodes.get(hscode="01")
print(f"{animals.hscode}: {animals.description}")

# Get children of a code
children = pyhscodes.hscodes.get_children("01")
for child in children:
    print(f"  {child.hscode}: {child.description}")

# Get full hierarchy
hierarchy = pyhscodes.hscodes.get_hierarchy("010121")
for code in hierarchy:
    print(f"{code.hscode}: {code.description} (Level {code.level})")

# Fuzzy search
results = pyhscodes.hscodes.search_fuzzy("dairy")
for result in results[:3]:
    print(f"{result.hscode}: {result.description}")

API Reference

HS Codes

pyhscodes.hscodes

The main database of HS codes.

Properties:

  • hscode: The HS code (e.g., "010121")
  • description: Description of the code
  • section: Which section this code belongs to
  • parent: Parent code in the hierarchy
  • level: Code level ("2", "4", or "6")
  • is_chapter: True if this is a 2-digit chapter
  • is_heading: True if this is a 4-digit heading
  • is_subheading: True if this is a 6-digit subheading

Methods:

  • get(hscode="01"): Get a specific code
  • lookup("01"): Lookup by code or description
  • search_fuzzy("horses"): Fuzzy search by description
  • get_by_level("2"): Get all codes at a specific level
  • get_children("01"): Get child codes
  • get_hierarchy("010121"): Get full hierarchy path

Sections

pyhscodes.sections

Database of HS code sections.

Properties:

  • section: Section identifier (e.g., "I", "II")
  • name: Section name/description

Methods:

  • get(section="I"): Get a specific section

Data Structure

HS codes follow a hierarchical structure:

  • Sections: 21 major groupings (I through XXI)
  • Chapters: 97 two-digit codes (01, 02, ..., 97)
  • Headings: 1,229+ four-digit codes (0101, 0102, ...)
  • Subheadings: 5,613+ six-digit codes (010121, 010122, ...)

Example hierarchy:

Section I: Live animals; animal products
├── 01: Animals; live
    ├── 0101: Horses, asses, mules and hinnies; live
        ├── 010121: Horses; live, pure-bred breeding animals
        └── 010129: Horses; live, other than pure-bred breeding animals

Examples

See example.py for a comprehensive demonstration of the package features.

Development

Setting up for development

git clone https://github.com/yourusername/pyhscodes.git
cd pyhscodes
pip install -e .

Running tests

pytest src/pyhscodes/tests/

Data Updates

To update the HS codes database:

  1. Place your CSV files in the project root:

    • harmonized-system.csv (columns: section, hscode, description, parent, level)
    • sections.csv (columns: section, name)
  2. Run the conversion script:

    python convert_csv_to_json.py
    

License

This project is licensed under the LGPL-2.1 License - see the LICENSE file for details.

Acknowledgments

  • Built on the foundation of pycountry
  • HS codes from the World Customs Organization
  • Inspired by the need for a Python package similar to pycountry but for trade classification codes

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