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

Repository Layer Architecture

The ROAR backend implements a sophisticated repository pattern that provides a flexible and maintainable approach to data access. This architecture is illustrated through three key structural layers:

1. Base Repository Interface Layer

The foundation of our repository pattern is the generic BaseRepository<T> interface, which defines standard CRUD operations:

  • create()
  • get()
  • getAll()
  • update()
  • delete()
  • runTransaction()

This interface ensures consistent data access patterns across all entity types while maintaining type safety through generics.

2. Specialized Repository Interfaces

Building on the base interface, we define specialized repository interfaces for specific entity types:

  • AdministrationBaseRepository
  • UserBaseRepository
  • UserClaimBaseRepository
  • IdentityProviderBaseRepository
  • OrgBaseRepository

Each specialized interface extends BaseRepository and adds entity-specific operations where needed. For example:

  • AdministrationBaseRepository adds getByName()
  • UserClaimBaseRepository adds getByRoarUid()
  • IdentityProviderBaseRepository adds getByProviderId()

3. Concrete Implementation Layer

These concrete implementations encapsulate the logic required to operate within the context of that backend. The classes of the concrete implementation extend the contract defined by the base repository classes. In the example of Firestore, the FirestoreBaseRepository class provides a Firestore-specific implementation of the base repository contract which encapsulates the Firestore-specific logic required to interact with Firestore.

A Postgres or SQL implementation could be built by extending the base repository contract and implementing the required methods.

The concrete implementation layer is built around Firestore as the data store:

FirestoreBaseRepository

An abstract class that:

  • Implements the BaseRepository interface
  • Provides Firestore-specific functionality
  • Manages collection references and groups
  • Handles filtering and transactions
  • Serves as the foundation for all Firestore-specific repositories

Concrete Repositories

Each entity type has its own concrete repository class that:

  • Extends FirestoreBaseRepository
  • Implements its corresponding specialized interface
  • Provides entity-specific implementation details
  • Manages Firestore collections for that entity

Supporting Components

  • FirestoreFilterAdapter: Transforms generic filters into Firestore-compatible queries
  • FirestoreImplementation: Acts as a factory, providing access to repository and service instances

Benefits of This Architecture

  1. Abstraction: The interface-based approach abstracts data access details from business logic
  2. Flexibility: Easily switch between different data stores by implementing new concrete repositories
  3. Type Safety: Generic typing ensures compile-time type checking
  4. Maintainability: Consistent patterns make the codebase easier to maintain
  5. Testability: Interface-based design enables easy mocking for unit tests
  6. Scalability: New entity types can be added by following the established pattern

Base Repository Hierarchy

Firestore Implementation

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Last Updated:
Contributors: Kyle
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