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graph LR
    CLI_Interface["CLI Interface"]
    Workflow_Orchestrator["Workflow Orchestrator"]
    Core_Data_Processing["Core Data Processing"]
    Classification_Domain_Logic["Classification & Domain Logic"]
    Output_Management["Output Management"]
    Shared_Utilities["Shared Utilities"]
    CLI_Interface -- "initiates" --> Workflow_Orchestrator
    Workflow_Orchestrator -- "calls" --> Core_Data_Processing
    Workflow_Orchestrator -- "calls" --> Classification_Domain_Logic
    Workflow_Orchestrator -- "calls" --> Output_Management
    Core_Data_Processing -- "provides data to" --> Classification_Domain_Logic
    Core_Data_Processing -- "provides data to" --> Output_Management
    Core_Data_Processing -- "utilizes" --> Shared_Utilities
    Classification_Domain_Logic -- "provides classified data to" --> Output_Management
    Classification_Domain_Logic -- "utilizes" --> Shared_Utilities
    Output_Management -- "utilizes" --> Shared_Utilities
    click CLI_Interface href "https://github.com/CodeBoarding/GeneratedOnBoardings/blob/main/NonadditivityAnalysis/CLI_Interface.md" "Details"
    click Workflow_Orchestrator href "https://github.com/CodeBoarding/GeneratedOnBoardings/blob/main/NonadditivityAnalysis/Workflow_Orchestrator.md" "Details"
    click Classification_Domain_Logic href "https://github.com/CodeBoarding/GeneratedOnBoardings/blob/main/NonadditivityAnalysis/Classification_Domain_Logic.md" "Details"
    click Output_Management href "https://github.com/CodeBoarding/GeneratedOnBoardings/blob/main/NonadditivityAnalysis/Output_Management.md" "Details"
    click Shared_Utilities href "https://github.com/CodeBoarding/GeneratedOnBoardings/blob/main/NonadditivityAnalysis/Shared_Utilities.md" "Details"
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Details

Abstract Components Overview of the nonadditivity analysis project.

CLI Interface [Expand]

Serves as the primary user interface, responsible for parsing command-line arguments and initiating the main application workflow.

Related Classes/Methods:

Workflow Orchestrator [Expand]

Manages the overall execution flow of the nonadditivity analysis, coordinating the sequence of operations from input processing through core logic to final output generation.

Related Classes/Methods:

Core Data Processing

Handles the core scientific data manipulation, including reading and validating input, generating matched molecular pairs (MMPs), and implementing the central algorithms for identifying double-transformation cycles and calculating nonadditivity values.

Related Classes/Methods:

Classification & Domain Logic [Expand]

Encapsulates the domain models for chemical entities (Compound, Transformation, Circle) and implements the algorithms for classifying these entities based on various chemical and structural criteria.

Related Classes/Methods:

Output Management [Expand]

Manages the writing of all processed data and analysis results to various output files, including canonicalizing and formatting dataframes for consistent output.

Related Classes/Methods:

Shared Utilities [Expand]

Provides a collection of common helper functions for mathematical operations, general data manipulation, and validation, used across various components of the application.

Related Classes/Methods: