- Business Priorities and Goals:
- Provide fast and efficient search capabilities for applications and services.
- Offer a lightweight and easily deployable search backend solution.
- Enable schema-less data indexing for flexible data ingestion.
- Enhance user experience by providing relevant and timely search results.
- Support developer productivity through a simple and well-documented API.
- Business Risks:
- Risk of data breaches if sensitive data is indexed and not properly secured.
- Risk of service disruption if the search backend becomes unavailable, impacting dependent applications.
- Risk of data integrity issues if indexed data is corrupted or tampered with, leading to incorrect search results.
- Risk of performance degradation if the system is not properly scaled or optimized, affecting search speed and user experience.
- Risk of reputational damage if security vulnerabilities are exploited, leading to data leaks or service outages.
- Security Controls:
- security control: HTTPS for API communication (assumed, standard practice for web services). Implemented in: Network configuration and application deployment.
- security control: Role-Based Access Control (RBAC) for administrative API endpoints (assumed, based on common security needs for data management systems). Implemented in: Application code and configuration.
- security control: Input validation on API requests (assumed, standard secure coding practice). Implemented in: Application code.
- security control: Dependency scanning for known vulnerabilities in used libraries (assumed, as part of modern software development). Implemented in: Build process (if automated).
- Accepted Risks:
- accepted risk: Lack of formal security audit by a third-party security firm.
- accepted risk: Reliance on community contributions for vulnerability discovery and patching.
- accepted risk: Potential for zero-day vulnerabilities in dependencies or core code.
- Recommended Security Controls:
- security control: Implement rate limiting on API endpoints to prevent denial-of-service attacks.
- security control: Regularly perform static application security testing (SAST) and dynamic application security testing (DAST) on the codebase.
- security control: Implement comprehensive logging and monitoring of security-relevant events, including API access and errors.
- security control: Consider data-at-rest encryption for sensitive indexed data.
- security control: Implement a robust vulnerability management process, including timely patching and security updates.
- Security Requirements:
- Authentication:
- Requirement: Secure authentication mechanism for administrative API endpoints to control access to sensitive operations like index management and configuration.
- Requirement: Consider API keys or tokens for authentication of applications accessing the search API.
- Authorization:
- Requirement: Implement fine-grained authorization controls to restrict access to specific data or operations based on user roles or application permissions.
- Requirement: Ensure that only authorized applications or users can perform administrative tasks.
- Input Validation:
- Requirement: Thoroughly validate all inputs to the API to prevent injection attacks (e.g., command injection, NoSQL injection).
- Requirement: Sanitize input data before indexing to prevent stored cross-site scripting (XSS) vulnerabilities if search results are displayed in a web context.
- Cryptography:
- Requirement: Use HTTPS for all API communication to protect data in transit.
- Requirement: Consider encrypting sensitive data at rest if the indexed data warrants it.
- Requirement: Ensure proper handling of cryptographic keys and secrets, avoiding hardcoding or insecure storage.
- Authentication:
- C4 CONTEXT
flowchart LR
subgraph Internet
A["Web Application"] -- "Search Queries (HTTP)" --> B(Sonic);
C["Mobile Application"] -- "Search Queries (HTTP)" --> B;
end
D["Data Source"] -- "Data Ingestion (HTTP)" --> B;
E["Administrator"] -- "Admin API (HTTP)" --> B;
B(Sonic) -- "Search Results (HTTP)" --> A;
B -- "Search Results (HTTP)" --> C;
style B fill:#f9f,stroke:#333,stroke-width:2px
-
C4 CONTEXT Elements:
-
- Name: Web Application
- Type: Software System
- Description: A web-based application that utilizes Sonic for search functionality.
- Responsibilities:
- Sending search queries to Sonic API.
- Displaying search results to users.
- Authenticating users and managing sessions.
- Security controls:
- security control: User authentication and authorization.
- security control: Input validation on user search queries before sending to Sonic.
- security control: Output encoding of search results before displaying to prevent XSS.
-
- Name: Mobile Application
- Type: Software System
- Description: A mobile application that utilizes Sonic for search functionality.
- Responsibilities:
- Sending search queries to Sonic API.
- Displaying search results to users.
- User authentication and session management.
- Security controls:
- security control: User authentication and authorization.
- security control: Input validation on user search queries before sending to Sonic.
- security control: Secure storage of API keys or tokens if used for authentication.
-
- Name: Sonic
- Type: Software System
- Description: The Sonic search backend, responsible for indexing and searching data.
- Responsibilities:
- Receiving data for indexing via HTTP API.
- Indexing data for efficient searching.
- Processing search queries and returning relevant results.
- Providing an administrative API for management tasks.
- Security controls:
- security control: HTTPS for all API endpoints.
- security control: Role-Based Access Control for administrative API.
- security control: Input validation on all API requests.
- security control: Rate limiting on API endpoints.
-
- Name: Data Source
- Type: External System
- Description: External systems or databases that provide data to be indexed by Sonic.
- Responsibilities:
- Providing data to Sonic for indexing via HTTP API.
- Ensuring data integrity and availability.
- Security controls:
- security control: Authorization and authentication for data ingestion requests to Sonic.
- security control: Secure transmission of data to Sonic (HTTPS).
-
- Name: Administrator
- Type: Person
- Description: A human administrator responsible for managing and configuring the Sonic search backend.
- Responsibilities:
- Configuring Sonic settings.
- Managing indexes and collections.
- Monitoring Sonic performance and health.
- Managing user access to administrative functions.
- Security controls:
- security control: Strong password policy for administrator accounts.
- security control: Multi-factor authentication for administrator access (recommended).
- security control: Audit logging of administrative actions.
-
-
C4 CONTAINER
flowchart LR
subgraph "Sonic System"
subgraph "HTTP API Container"
A["HTTP API"];
end
subgraph "Search Engine Container"
B["Search Engine"];
end
subgraph "Data Storage Container"
C["Data Storage"];
end
A -- "HTTP Requests/Responses" --> B;
B -- "Data Access" --> C;
end
D["Web Application"] -- "HTTP API Requests" --> A;
E["Mobile Application"] -- "HTTP API Requests" --> A;
F["Data Source"] -- "HTTP API Requests (Ingestion)" --> A;
G["Administrator"] -- "HTTP API Requests (Admin)" --> A;
style "Sonic System" fill:#ccf,stroke:#333,stroke-width:2px
style A fill:#fcf,stroke:#333,stroke-width:1px
style B fill:#fcf,stroke:#333,stroke-width:1px
style C fill:#fcf,stroke:#333,stroke-width:1px
-
C4 CONTAINER Elements:
-
- Name: HTTP API Container
- Type: Container
- Description: Exposes the HTTP API for Sonic, handling requests for indexing, searching, and administration.
- Responsibilities:
- Receiving and validating HTTP requests.
- Routing requests to the Search Engine or Data Storage containers.
- Handling authentication and authorization for API requests.
- Returning HTTP responses.
- Security controls:
- security control: HTTPS termination.
- security control: Input validation and sanitization.
- security control: Rate limiting.
- security control: Authentication and authorization checks.
- security control: Logging of API requests and errors.
-
- Name: Search Engine Container
- Type: Container
- Description: The core search engine component of Sonic, responsible for indexing and processing search queries.
- Responsibilities:
- Indexing data received from the HTTP API.
- Processing search queries and retrieving relevant results from Data Storage.
- Managing search indexes and configurations.
- Security controls:
- security control: Secure data access to Data Storage.
- security control: Protection against denial-of-service attacks through efficient query processing.
-
- Name: Data Storage Container
- Type: Container
- Description: Persists the indexed data for Sonic. This could be file-based storage or a dedicated database.
- Responsibilities:
- Storing indexed data.
- Providing data access to the Search Engine container.
- Ensuring data persistence and integrity.
- Security controls:
- security control: File system permissions or database access controls to restrict access to indexed data.
- security control: Data-at-rest encryption (optional, depending on sensitivity).
- security control: Regular backups for data recovery.
-
-
DEPLOYMENT
flowchart LR
subgraph "Deployment Environment"
subgraph "Server 1"
A["Sonic Instance 1"];
end
subgraph "Server 2"
B["Sonic Instance 2"];
end
subgraph "Load Balancer"
C["Load Balancer"];
end
end
D["Web Application"] -- "Search Queries (HTTP)" --> C;
E["Mobile Application"] -- "Search Queries (HTTP)" --> C;
F["Data Source"] -- "Data Ingestion (HTTP)" --> C;
G["Administrator"] -- "Admin API (HTTP)" --> C;
C -- "HTTP Requests" --> A;
C -- "HTTP Requests" --> B;
style "Deployment Environment" fill:#eef,stroke:#333,stroke-width:2px
style A fill:#fcf,stroke:#333,stroke-width:1px
style B fill:#fcf,stroke:#333,stroke-width:1px
style C fill:#fcf,stroke:#333,stroke-width:1px
-
DEPLOYMENT Elements:
-
- Name: Server 1
- Type: Infrastructure Node (Server)
- Description: A physical or virtual server instance hosting a Sonic instance.
- Responsibilities:
- Running a Sonic instance.
- Providing compute resources for Sonic.
- Ensuring network connectivity.
- Security controls:
- security control: Operating system hardening.
- security control: Firewall rules to restrict network access.
- security control: Regular security patching.
-
- Name: Server 2
- Type: Infrastructure Node (Server)
- Description: Another physical or virtual server instance hosting a Sonic instance, for redundancy and scalability.
- Responsibilities:
- Running a Sonic instance.
- Providing compute resources for Sonic.
- Ensuring network connectivity.
- Security controls:
- security control: Operating system hardening.
- security control: Firewall rules to restrict network access.
- security control: Regular security patching.
-
- Name: Load Balancer
- Type: Infrastructure Node (Load Balancer)
- Description: Distributes incoming search and admin API requests across multiple Sonic instances for high availability and scalability.
- Responsibilities:
- Distributing traffic to Sonic instances.
- Performing health checks on Sonic instances.
- Providing a single entry point for API requests.
- Security controls:
- security control: DDoS protection.
- security control: SSL/TLS termination.
- security control: Access control lists to restrict access to the load balancer itself.
-
-
BUILD
flowchart LR
A["Developer"] -- "Code Changes" --> B(Code Repository);
B -- "Code Push" --> C{CI/CD System};
C -- "Build Process" --> D["Build Artifacts"];
D -- "Publish" --> E["Artifact Repository"];
style B fill:#ccf,stroke:#333,stroke-width:1px
style C fill:#ccf,stroke:#333,stroke-width:1px
style D fill:#fcf,stroke:#333,stroke-width:1px
style E fill:#fcf,stroke:#333,stroke-width:1px
- BUILD Elements:
-
- Name: Developer
- Type: Person
- Description: Software developer contributing code to the Sonic project.
- Responsibilities:
- Writing and testing code.
- Committing code changes to the code repository.
- Following secure coding practices.
- Security controls:
- security control: Secure development environment.
- security control: Code review process.
-
- Name: Code Repository
- Type: Software System (e.g., GitHub)
- Description: Version control system hosting the Sonic source code.
- Responsibilities:
- Storing and managing source code.
- Tracking code changes.
- Providing access control to the codebase.
- Security controls:
- security control: Access control to the repository (authentication and authorization).
- security control: Audit logging of code changes.
- security control: Branch protection policies.
-
- Name: CI/CD System
- Type: Software System (e.g., GitHub Actions)
- Description: Automated system for building, testing, and deploying Sonic.
- Responsibilities:
- Automating the build process.
- Running automated tests (unit, integration, security).
- Performing static analysis and security scans.
- Packaging build artifacts.
- Publishing artifacts to the artifact repository.
- Security controls:
- security control: Secure configuration of CI/CD pipelines.
- security control: Secret management for credentials used in the build process.
- security control: Integration of SAST and dependency scanning tools.
-
- Name: Build Artifacts
- Type: Data
- Description: The output of the build process, typically executable binaries or container images.
- Responsibilities:
- Representing a built version of Sonic.
- Being ready for deployment.
- Security controls:
- security control: Integrity checks (e.g., checksums) to ensure artifacts are not tampered with.
- security control: Signing of artifacts (optional, for enhanced supply chain security).
-
- Name: Artifact Repository
- Type: Software System (e.g., Docker Registry, Package Registry)
- Description: Stores and manages build artifacts for distribution and deployment.
- Responsibilities:
- Storing build artifacts.
- Providing access to artifacts for deployment.
- Versioning of artifacts.
- Security controls:
- security control: Access control to the artifact repository.
- security control: Vulnerability scanning of stored artifacts (e.g., container image scanning).
-
- Critical Business Processes:
- Providing search functionality to web and mobile applications, enabling users to find information quickly and efficiently.
- Data ingestion and indexing process, ensuring that data is available for searching.
- Administrative functions for managing and configuring the search backend.
- Data Sensitivity:
- The sensitivity of data depends entirely on what data is indexed by Sonic. It could range from publicly available information to highly sensitive personal or business data.
- If sensitive data is indexed, it requires appropriate security controls to protect its confidentiality, integrity, and availability.
- Consider data types like: Personally Identifiable Information (PII), financial data, confidential business documents, etc.
- Questions:
- What type of data will be indexed by Sonic in the target deployment environment? (Sensitivity level?)
- What are the specific performance and scalability requirements for Sonic?
- What authentication and authorization mechanisms are currently in place or planned for applications accessing Sonic?
- Are there any specific compliance requirements (e.g., GDPR, HIPAA) that need to be considered?
- What is the expected deployment environment (cloud, on-premise, hybrid)?
- Assumptions:
- BUSINESS POSTURE: The primary business goal is to provide fast and reliable search functionality to enhance user experience. Availability and data integrity are important business priorities.
- SECURITY POSTURE: HTTPS is used for API communication. Basic input validation is implemented. Role-Based Access Control is assumed for administrative functions. No formal security audits have been conducted.
- DESIGN: Sonic is deployed as a cluster of instances behind a load balancer for high availability. Data is persisted in a file-based storage or database. The build process involves a CI/CD system with basic automated checks.