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Module 2 Callbacks

module2_callbacks

Module 2 Callbacks - Rankings and Compound Analysis.

This module registers callback handlers for Module 2 functionality, including sample rankings and compound analysis features.

Functions:

Name Description
register_module2_callbacks

Register all Module 2 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_module2_callbacks 

register_module2_callbacks(app, plot_service) -> None

Register all Module 2 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 2 use cases
  • Refer to official documentation for supported use case details
Source code in src/presentation/callbacks/module_callbacks/module2_callbacks.py 
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def register_module2_callbacks(app, plot_service) -> None:
    """
    Register all Module 2 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 2 use cases
    - Refer to official documentation for supported use case details
    """
    logger.info("=" * 60)
    logger.info("REGISTERING MODULE 2 CALLBACKS...")
    logger.info("=" * 60)

    # Register UC-2.1: Ranking of Samples by KO Richness
    logger.info("→ Registering UC-2.1...")
    register_uc_2_1_callbacks(app, plot_service)
    logger.info("[OK] UC-2.1 callbacks registered (KO richness analysis)")

    # Register UC-2.2: Ranking of Samples by Compound Richness
    logger.info("→ Registering UC-2.2...")
    register_uc_2_2_callbacks(app, plot_service)
    logger.info("[OK] UC-2.2 callbacks registered (Compound richness analysis)")

    # Register UC-2.3: Ranking of Compounds by Sample Diversity per Class
    logger.info("→ Registering UC-2.3...")
    register_uc_2_3_callbacks(app, plot_service)
    logger.info("[OK] UC-2.3 callbacks registered (Compound-sample diversity)")

    # Register UC-2.4: Ranking of Compounds by Genetic Interaction per Class
    logger.info("→ Registering UC-2.4...")
    register_uc_2_4_callbacks(app, plot_service)
    logger.info("[OK] UC-2.4 callbacks registered (Compound-gene diversity)")

    # Register UC-2.5: Distribution of KO Across Samples
    logger.info("→ Registering UC-2.5...")
    register_uc_2_5_callbacks(app, plot_service)
    logger.info("[OK] UC-2.5 callbacks registered (KO distribution)")

    logger.info("=" * 60)
    logger.info("[OK] ALL MODULE 2 CALLBACKS REGISTERED SUCCESSFULLY")
    logger.info("=" * 60)