Architecture

Architectural Layers

User Interaction Layer

The interface through which users engage with the framework’s validation capabilities.

Framework Infrastructure Layer

The internal computational and management system that executes and maintains artifact workflows.

External Dependency Layer

The interface that connects the framework to external inputs and configurations required for operation.

Crucially, user-facing interfaces are separated from internal framework infrastructure: users interact primarily with ArtifactEngine while the framework handles the complexity of artifact registration, instantiation, and execution through its internal infrastructure components.

Architecture Diagram

graph TB
    subgraph "User Interaction Layer"
        AE[ArtifactEngine]
    end

    subgraph "Framework Infrastructure Layer"
        A[Artifact]
        AREG[ArtifactRegistry]
        AT[ArtifactType]
        AR[ArtifactResources]
        ARS[ArtifactResourceSpec]
        AH[ArtifactHyperparams]
    end

    subgraph "External Dependencies"
        Config["Configuration Files"]
        Data["Resource Data"]
    end

    %% Dependencies (A uses B)
    AE --> AREG
    AREG --> AT
    AREG --> A
    A --> AR
    A --> ARS
    A --> AH
    AH --> Config
    AR --> Data