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Module 7 Callbacks

module7_callbacks

Module 7 Callbacks - Toxicological Risk Assessment.

This module registers callback handlers for Module 7 functionality, including toxicity profiling and risk assessment visualizations.

Functions:

Name Description
register_module7_callbacks

Register all Module 7 callbacks with Dash app.
Notes
  • Refer to official documentation for supported use case details
  • Each use case has its own callback module with inline processing

Functions

register_module7_callbacks 

register_module7_callbacks(app, plot_service) -> None

Register all Module 7 callbacks with Dash app.

Parameters:

Name Type Description Default
app Dash

Dash application instance.

 required
plot_service PlotService

Singleton PlotService instance (shared across all callbacks).

 required
Notes
  • Registers callback handlers for Module 7 use cases
  • Refer to official documentation for supported use case details
Source code in src/presentation/callbacks/module_callbacks/module7_callbacks.py 
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def register_module7_callbacks(app, plot_service) -> None:
    """
    Register all Module 7 callbacks with Dash app.

    Parameters
    ----------
    app : Dash
        Dash application instance.
    plot_service : PlotService
        Singleton PlotService instance (shared across all callbacks).

    Notes
    -----
    - Registers callback handlers for Module 7 use cases
    - Refer to official documentation for supported use case details
    """
    logger.info("=" * 60)
    logger.info("REGISTERING MODULE 7 CALLBACKS...")
    logger.info("=" * 60)

    # Register UC-7.1: Faceted Heatmap of Predicted Compound Toxicity Profiles
    logger.info("→ Registering UC-7.1...")
    register_uc_7_1_callbacks(app, plot_service)
    logger.info("[OK] UC-7.1 callbacks registered (Toxicity fingerprints)")

    # Register UC-7.2: Concordance Between Predicted Risk and Regulatory Focus
    logger.info("→ Registering UC-7.2...")
    register_uc_7_2_callbacks(app, plot_service)
    logger.info("[OK] UC-7.2 callbacks registered (Risk-Regulatory Concordance)")

    # Register UC-7.3: Elite Specialist Identification
    logger.info("→ Registering UC-7.3...")
    register_uc_7_3_callbacks(app, plot_service)
    logger.info("[OK] UC-7.3 callbacks registered (Genetic Response Mapping)")

    # Register UC-7.4: Toxicity Score Distribution
    logger.info("→ Registering UC-7.4...")
    register_uc_7_4_callbacks(app, plot_service)
    logger.info("[OK] UC-7.4 callbacks registered (Toxicity endpoint distribution)")

    # Register UC-7.5: Interactive Distribution of Toxicity Scores by Endpoint Category
    logger.info("→ Registering UC-7.5...")
    register_uc_7_5_callbacks(app, plot_service)
    logger.info("[OK] UC-7.5 callbacks registered (Density plot toxicity distribution)")

    # Register UC-7.6: Sample Risk Mitigation Breadth by Compound Variety
    logger.info("→ Registering UC-7.6...")
    register_uc_7_6_callbacks(app, plot_service)
    logger.info("[OK] UC-7.6 callbacks registered (Risk Mitigation Breadth)")

    # Register UC-7.7: Sample Risk Mitigation Depth Profile by Genetic Investment
    logger.info("→ Registering UC-7.7...")
    register_uc_7_7_callbacks(app, plot_service)
    logger.info("[OK] UC-7.7 callbacks registered (Risk Mitigation Depth)")

    logger.info("=" * 60)
    logger.info("[OK] ALL MODULE 7 CALLBACKS REGISTERED SUCCESSFULLY")
    logger.info("=" * 60)