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Module 7 Callbacks

Dash callbacks for Module 7 use cases.

Use Cases

  • UC 7.1: Use case 7.1 callbacks
  • UC 7.2: Use case 7.2 callbacks
  • UC 7.3: Use case 7.3 callbacks
  • UC 7.4: Use case 7.4 callbacks
  • UC 7.5: Use case 7.5 callbacks
  • UC 7.6: Use case 7.6 callbacks
  • UC 7.7: Use case 7.7 callbacks

Overview

Module 7 Callbacks Package - Toxicological Analysis.

This package contains callback modules for all use cases within Module 7 (Toxicological Risk Assessment and Profiling).

Use Cases

UC-7.1 Comprehensive Toxicological Landscape (Risk Fingerprints) UC-7.4 Toxicity Score Distribution by Endpoint Category UC-7.6 Sample Risk Mitigation Breadth by Compound Variety UC-7.7 Sample Risk Mitigation Depth Profile by Genetic Investment

Architecture

Each use case callback module provides: - register_uc_7_X_callbacks(app): Main registration function - Dropdown initialization callbacks - Chart rendering callbacks - Panel toggle callbacks

Import Pattern

from src.presentation.callbacks.module7 import register_uc_7_4_callbacks register_uc_7_4_callbacks(app)

Notes

All callbacks follow best practices: - Proper logging with emojis for visibility - Type hints for parameters and returns - Comprehensive docstrings - PreventUpdate for invalid states - Empty state handling

Database Compatibility: - ToxCSM: Primary data source for toxicity predictions - BioRemPP: Required for UC-7.6, UC-7.7 (sample-compound associations) - KEGG: Not used in Module 7

Author: BioRemPP Development Team Date: 2025-11-17