ROAR DocumentationROAR Documentation
  • Databases
  • Workflows
  • Application
  • GitHub Actions
  • Dashboard Components
  • Firebase App Check
  • Cloud Functions
  • Backend Architecture
  • Internationalization
  • Integrating New Apps
  • Optimizing Assets
  • ROAR Redivis Instance
  • Logging and Querying
  • Emulation
  • Data Guidelines
  • Data Organization
  • Data Requests
GitHub
  • Databases
  • Workflows
  • Application
  • GitHub Actions
  • Dashboard Components
  • Firebase App Check
  • Cloud Functions
  • Backend Architecture
  • Internationalization
  • Integrating New Apps
  • Optimizing Assets
  • ROAR Redivis Instance
  • Logging and Querying
  • Emulation
  • Data Guidelines
  • Data Organization
  • Data Requests
GitHub
  • Databases
    • Database Information
    • gse-roar-admin
    • gse-roar-assessment
  • BigQuery
    • Querying Assessment Data
    • BigQuery schema: classes
    • BigQuery schema: districts
    • BigQuery schema: families
    • BigQuery schema: groups
    • BigQuery schema: schools
    • BigQuery schema: user_runs
    • BigQuery schema: user_trials
    • BigQuery schema: users
  • Workflows
    • Workflows
    • Creating an Assignment
    • Authentication
    • Creating new Users
    • User Roster Changes
    • How to Impersonate a Clever User on Localhost
  • Application

    • Auth
  • GitHub Actions
    • ROAR Apps GitHub Actions
      • GitHub Actions in ROAR Apps
      • firebase-deploy-preview.yml
      • firebase-hosting-merge.yml
      • publish-to-npm-create-new-release.yml
      • submit-dashboard-pr.yml
    • ROAR Dashboard GitHub Actions
      • GitHub Actions in the ROAR Dashboard
  • Dashboard Components
    • Dashboard Components
    • Organization Score Reports
  • Firebase App Check
    • Firebase App Check Configuration for roar-firekit and roar-dashboard
  • Backend Architecture
    • Architecture
      • Backend Architecture in ROAR
      • Data Models
      • Database Implementations
      • Error Handling Architecture in ROAR
      • Repository Layer Architecture
      • Service Layer Architecture
    • API
      • Classes
        • Class: AdministrationServiceError
        • Class: FirebaseClientError
        • Class: FirebaseImplementationError
        • Class: FirestoreAdministrationRepository
        • Class: FirestoreAdministrationRepositoryError
        • Class: abstract FirestoreBaseRepository<T>
        • Class: FirestoreFilterAdapter
        • Class: FirestoreIdentityProviderRepository
        • Class: FirestoreIdentityProviderRepositoryError
        • Class: FirestoreOrgRepository
        • Class: FirestoreOrgRepositoryError
        • Class: FirestoreRepositoryError
        • Class: FirestoreUserClaimRepository
        • Class: FirestoreUserClaimRepositoryError
        • Class: FirestoreUserRepository
        • Class: FirestoreUserRepositoryError
        • Class: IdentityProviderServiceError
        • Classes
      • Enumerations
        • Enumeration: CollectionType
        • Enumeration: IdentityProviderType
        • Enumeration: Operator
        • Enumerations
      • Functions
        • Functions
        • Function: chunkOrgs()
        • Function: createAdministrationService()
        • Function: createFirestoreImplementation()
        • Function: createIdentityProviderService()
        • Function: isEmptyOrgs()
      • Interfaces
        • Interface: Administration
        • Interface: AdministrationBaseRepository
        • Interface: AdministrationService
        • Interface: AssentConsent
        • Interface: Assessment
        • Interface: BaseModel
        • Interface: BaseRepository<T>
        • Interface: Claims
        • Interface: CompositeCondition
        • Interface: CompositeFilter
        • Interface: CreateAdministrationServiceParams<AdminRepo, OrgRepo, UserClaimRepo>
        • Interface: CreateParams
        • Interface: DeleteParams
        • Interface: EducationalOrgsList
        • Interface: FieldCondition
        • Interface: FilterAdapter<T>
        • Interface: FirestoreCreateParams
        • Interface: FirestoreDeleteParams
        • Interface: FirestoreFetchDocumentParams
        • Interface: FirestoreGetAllParams
        • Interface: FirestoreGetByIdParams
        • Interface: FirestoreGetByNameParams
        • Interface: FirestoreGetByRoarUidParams
        • Interface: FirestoreGetParams
        • Interface: FirestoreGetWithFiltersParams
        • Interface: FirestoreImplementation
        • Interface: FirestoreRunTransactionParams<T>
        • Interface: FirestoreUpdateParams
        • Interface: FutureParams
        • Interface: GetAdministrationIdsForAdministratorParams
        • Interface: GetAdministrationIdsFromOrgsParams
        • Interface: GetAllParams
        • Interface: GetByNameParams
        • Interface: GetByProviderIdParams
        • Interface: GetByRoarUidParams
        • Interface: GetParams
        • Interface: GetRoarUidParams
        • Interface: IdentityProvider
        • Interface: IdentityProviderBaseRepository
        • Interface: IdentityProviderService
        • Interface: Legal
        • Interface: OrgBase
        • Interface: OrgBaseRepository
        • Interface: OrgsList
        • Interfaces
        • Interface: Result<T>
        • Interface: RunTransactionParams<T>
        • Interface: SingleFilter
        • Interface: UpdateParams
        • Interface: User
        • Interface: UserBaseRepository
        • Interface: UserClaim
        • Interface: UserClaimBaseRepository
        • Interface: createIdentityProviderServiceParams<IDPRepo, UserClaimRepo, UserRepo>
        • Interface: getAdministrationIdsFromOrgsParams
        • Interface: _setAdministrationIdsParams
      • Type Aliases
        • Type Alias: BaseFilter
        • Type Alias: ComparisonOperator
        • Type Alias: Condition
        • Type Alias: DocumentCreatedEvent
        • Type Alias: DocumentDeletedEvent
        • Type Alias: DocumentUpdatedEvent
        • Type Alias: DocumentWrittenEvent
        • Type Alias: ParameterValue
        • Type Aliases
        • Type Alias: SelectAllCondition
      • Variables
        • Variable: FirebaseAppClient
        • Variable: FirebaseAuthClient
        • Variable: FirestoreClient
        • Variable: ORG_NAMES
        • Variables API Documentation
    • Examples
      • Examples
    • Guides
      • Guides
  • Cloud Functions
    • gse-roar-admin
      • Admin Database
      • appendToAdminClaims()
      • associateassessmentuid()
      • createAdministratorAccount()
      • createGuestDocsForGoogleUsers()
      • createLevanteGroup()
      • createLevanteUsers()
      • createnewfamily()
      • createstudentaccount()
      • mirrorClasses()
      • mirrorCustomClaims
      • mirrorDistricts()
      • mirrorFamilies()
      • mirrorGroups()
      • mirrorSchools()
      • removefromadminclaims()
      • saveSurveyResponses()
      • setuidcustomclaims()
      • softDeleteUserAssignment()
      • softDeleteUserExternalData
      • softDeleteUser()
      • syncAssignmentCreated()
      • syncAssignmentDeleted()
      • syncAssignmentUpdated()
      • syncAssignmentsOnAdministrationUpdate()
      • syncAssignmentsOnUserUpdate()
      • syncCleverOrgs()
      • syncCleverUser()
    • gse-roar-assessment
      • Assessment Database
      • organizeBucketLogsByDate()
      • setuidclaims()
      • softDeleteGuestTrial()
      • softDeleteGuest()
      • softDeleteUserRun()
      • softDeleteUserTrial()
      • syncOnRunDocUpdate()
  • Internationalization
    • ROAM Fluency
    • ROAR Letter
    • ROAR Phoneme
    • Internationalization of ROAR Apps
    • ROAR Sentence
    • ROAR Word
  • Integrating New Apps
    • Integrating Roar Apps into the Dashboard
    • Dashboard Integration
    • Monitoring and Testing
    • Preparing the App for Packaging and Deployment
    • Packaging and Publishing to npm
    • Secrets in the GitHub Repository
  • Assets Optimization
    • Optimizing Assets
    • Audio Optimization Guide
    • Image Optimization Guide
  • ROAR Redivis Instance
    • ROAR Redivis Instance
    • ROAR Data Validator Trigger
    • ROAR Data Validator
  • Logging and Querying
    • ROAR Logging
  • Emulation
    • Running the Emulator
      • Commands
    • Emulator Configuration Guide
      • Configuration
      • Cypress Configuration
      • Setup and Dependencies
      • Firebase CLI Configuration
      • Firebase Emulator Configuration
      • GitHub Secrets and Workflows
      • Importing and Exporting Data
      • Local Environment Variables
  • Clowder Implementation
    • Clowder Integration
    • Letter - Clowder
    • Multichoice - Clowder
    • Phoneme - Clowder
    • ARF & CALF - Clowder

Backend Architecture in ROAR

ROAR implements a Repository Pattern Architecture (also known as Clean Architecture) to establish a clear separation of concerns and maintain scalable data operations.

Core Principles

Dependency Injection

The architecture leverages dependency injection to achieve loose coupling between components. Dependencies are supplied through interfaces, enabling:

  • Easier unit testing through dependency mocking
  • Flexible component replacement without affecting the broader application
  • Clear contract definitions between components

Dependency Inversion Principle (DIP)

Following DIP, high-level modules don't depend on low-level modules - both depend on abstractions. This is implemented through interfaces that define component contracts, with concrete classes providing the actual implementations.

Architectural Layers

1. Domain (Model) Layer

Defines the core business entities and their behaviors through interfaces. These models establish contracts for data operations throughout the application.

Core Domain Models:

  • Administration
  • Assignment
  • Class
  • District
  • Family
  • Identity Provider
  • Group
  • Legal
  • Run
  • School
  • Score
  • Task
  • Trial
  • User Claim
  • User
  • Variant

2. Repository Layer

Acts as a data access abstraction layer that:

  • Encapsulates data access logic
  • Provides a consistent interface regardless of data source
  • Maintains single responsibility per entity
  • Defines explicit contracts between frontend and backend
  • Handles CRUD operations for specific entities

3. Service Layer

Implements business logic by:

  • Orchestrating operations across repositories
  • Processing domain entities
  • Remaining data source agnostic
  • Enforcing business rules and workflows
  • Coordinating complex operations across multiple repositories

4. Controller Layer

Manages HTTP communication by:

  • Handling incoming API requests
  • Validating request data
  • Coordinating with appropriate services
  • Formatting API responses
  • Maintaining REST best practices

Benefits

This architecture provides:

  • Clear separation of concerns
  • Improved testability
  • Flexible data source switching
  • Scalable and maintainable codebase
  • Consistent data access patterns
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Contributors: Kyle
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