This directory contains the Python modules for this project.

The main module providing access to this database with factory pattern and data classes. See more details in the example code.

Key Classes:

• PCSDatabase - Factory class for creating and managing PCS devices
• PCSDevice - Data model representing individual devices with thermal properties

Usage Examples:

# Get device at different power levels
device_low = PCSDatabase.get_device(id=1, level="Low")
device_mid = PCSDatabase.get_device(id=1, level="Mid")
device_high = PCSDatabase.get_device(id=1, level="High")

• configuration.py - File paths, database settings, project configuration
• columns.py - Database column definitions and naming conventions
• manikin_body_part_names.py - Standardized body part naming system

Subdirectories:

• analysis/ - For analysis and calculation
• preprocessing/ - Preprocess code for the raw data
• compilation/ - Data compilation workflows
• validation/ - Data quality checks and validation

For visualization. Please see the file names.

• utilities.py - Main utility code that includes common utility functions and helpers
• For other utility code, please see the other file names.

• preprocess_workflow.py - Complete end-to-end data processing pipeline

Debug scripts for data validation and troubleshooting: