krl-core 0.1.0

Shared foundation utilities for the KR-Labs analytics platform

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© 2025 KR-Labs. All rights reserved.
KR-Labs™ is a trademark of Quipu Research Labs, LLC, a subsidiary of Sudiata Giddasira, Inc.

SPDX-License-Identifier: MIT

KRL Core Utilities

Shared foundation utilities for the KR-Labs analytics platform

krl-core provides common utilities, configuration management, logging, caching, and base classes used across all KRL packages. It serves as the foundational layer for the entire KR-Labs ecosystem.

Features

• 🔧 Configuration Management: Environment variable and YAML-based configuration
• 📝 Structured Logging: JSON-formatted logging with context and correlation IDs
• ⚡ Caching: File-based and Redis caching with TTL support
• 🌐 API Client Base: Reusable HTTP client with retry logic and rate limiting
• 🛠️ Utilities: Date parsing, validation, decorators, and common helpers

Installation

pip install krl-core

Quick Start

Logging

from krl_core import get_logger

logger = get_logger(__name__)
logger.info("Application started", extra={"user_id": 123})

Configuration

from krl_core import ConfigManager

config = ConfigManager()
api_key = config.get("FRED_API_KEY")  # From environment or config file

Caching

from krl_core import FileCache

cache = FileCache(cache_dir="./cache", ttl=3600)
data = cache.get("my_key")
if data is None:
    data = expensive_operation()
    cache.set("my_key", data)

Documentation

Full documentation is available at krl-core.readthedocs.io

• Installation Guide
• API Reference
• Configuration
• Logging
• Caching

Development

Setup

# Clone the repository
git clone https://github.com/KR-Labs/krl-open-core.git
cd krl-open-core

# Create virtual environment
python -m venv .venv
source .venv/bin/activate  # On Windows: .venv\Scripts\activate

# Install development dependencies
pip install -e ".[dev,test]"

# Install pre-commit hooks
pre-commit install

Testing

# Run all tests
pytest

# Run with coverage
pytest --cov=src --cov-report=html

# Run specific test
pytest tests/unit/test_logging.py

Code Quality

# Format code
black src/ tests/

# Check imports
isort src/ tests/

# Lint
flake8 src/ tests/

# Type check
mypy src/

Architecture

krl-core/
├── logging/       # Structured logging with JSON formatting
├── config/        # Configuration management (env vars, YAML)
├── cache/         # File and Redis caching with TTL
├── api/           # Base HTTP client with retry/rate limiting
└── utils/         # Common utilities (dates, validators, decorators)

Dependencies

Core Dependencies:

• Python 3.9+
• pyyaml - Configuration file parsing
• python-json-logger - Structured JSON logging
• requests - HTTP client
• redis (optional) - Redis caching support

Development Dependencies:

• pytest - Testing framework
• pytest-cov - Coverage reporting
• black - Code formatting
• flake8 - Linting
• mypy - Type checking
• isort - Import sorting

Related Packages

krl-core is the foundation for these KRL packages:

• krl-data-connectors - 40+ data source connectors
• krl-model-zoo - 100+ analytical models
• krl-dashboard - Interactive dashboards
• krl-causal-policy-toolkit - Causal inference tools
• krl-network-analysis - Network analytics
• krl-geospatial-tools - GIS tools

Contributing

We welcome contributions! Please see our Contributing Guide for details.

Contributor License Agreement

Before we can accept your contributions, you'll need to sign our CLA:

• Individual CLA
• Corporate CLA

License

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

Support

• 📧 Email: [e-mail]
• 💬 GitHub Issues: Report a bug
• 📖 Documentation: krl-core.readthedocs.io
• 🌐 Website: krlabs.dev

Citation

If you use KRL Core in your research, please cite:

@software{krl_core_2025,
  title = {KRL Core: Shared Utilities for KR-Labs Analytics Platform},
  author = {{KR-Labs Foundation}},
  year = {2025},
  url = {https://github.com/KR-Labs/krl-open-core},
  license = {MIT}
}

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KRL™ is a trademark of KR-Labs Foundation.
Copyright © 2025 KR-Labs Foundation. All rights reserved.