Okay, let's create a design document for the Folly project, keeping in mind its purpose and potential security considerations.
Folly is a library of C++ components designed to be used as a foundation for high-performance, scalable, and robust applications, particularly within a large-scale environment like Facebook (Meta).
Priorities and Goals:
- Provide reusable, well-tested, and high-performance C++ components.
- Improve developer productivity by offering efficient implementations of common patterns.
- Support the development of high-throughput, low-latency services.
- Maintain backward compatibility where possible, but prioritize performance and correctness.
- Foster an open-source community and encourage contributions.
Business Risks:
- Vulnerabilities in Folly components could be exploited in applications that depend on them, potentially leading to widespread impact. This is the most critical risk, given Folly's role as a foundational library.
- Performance regressions in Folly could negatively affect the performance of dependent applications.
- Incompatibility with specific compiler versions or platforms could limit adoption or require costly workarounds.
- Lack of sufficient documentation or examples could hinder developer adoption and increase the risk of misuse.
- Failure to address security vulnerabilities promptly could damage reputation and erode trust.
Existing Security Controls (based on the GitHub repository and common practices):
- security control: Code Reviews: Pull requests are used, implying a code review process before merging changes. (Visible in the GitHub contribution guidelines and workflow).
- security control: Static Analysis: Likely use of static analysis tools (e.g., linters, clang-tidy) to identify potential code quality and security issues. (Inferred from Facebook's engineering practices and presence of .clang-tidy and .clang-format).
- security control: Dynamic Analysis: Use of fuzzing (OSS-Fuzz integration) to find bugs and vulnerabilities. (Visible in the fuzz/ subdirectory and integration with OSS-Fuzz).
- security control: Testing: Extensive unit tests and benchmark tests to ensure correctness and performance. (Visible in the test/ and benchmark/ subdirectories).
- security control: Compiler Warnings: Compilation with high warning levels to catch potential issues. (Inferred from standard C++ best practices).
- security control: Dependency Management: Careful management of external dependencies to minimize the risk of supply chain attacks. (Inferred from Facebook's engineering practices).
- security control: Secure Coding Practices: Emphasis on secure coding practices to prevent common vulnerabilities (e.g., buffer overflows, integer overflows). (Inferred from Facebook's engineering practices and the nature of the library).
Accepted Risks:
- accepted risk: Complexity: Folly is a complex library, and despite best efforts, undiscovered vulnerabilities may exist.
- accepted risk: Performance Trade-offs: Some optimizations might introduce subtle security risks, although performance is a key goal.
- accepted risk: Third-Party Code: Folly may incorporate third-party code, which could introduce vulnerabilities.
- accepted risk: Compiler/Platform Specific Issues: Undiscovered vulnerabilities may exist due to compiler or platform-specific behavior.
Recommended Security Controls:
- security control: Regular Security Audits: Conduct periodic, independent security audits of the Folly codebase.
- security control: Threat Modeling: Perform threat modeling exercises to identify potential attack vectors and vulnerabilities.
- security control: Memory Safety: Explore using safer memory management techniques where feasible, even in C++, to mitigate memory corruption vulnerabilities.
- security control: Input Validation: Ensure robust input validation for all components that handle external data.
- security control: Hardening: Enable compiler and linker hardening flags (e.g., stack canaries, ASLR, DEP/NX) to make exploitation more difficult.
Security Requirements:
- Authentication: Not directly applicable to Folly itself, as it's a library, not a service. However, applications using Folly should implement appropriate authentication mechanisms.
- Authorization: Not directly applicable to Folly itself. Applications using Folly should implement appropriate authorization mechanisms.
- Input Validation: Folly components that handle external data (e.g., network input, file parsing) must perform rigorous input validation to prevent injection attacks, buffer overflows, and other vulnerabilities. This is critical.
- Cryptography: Folly provides some cryptographic primitives. These must be implemented using industry-standard algorithms and best practices. Key management should be handled securely by applications using Folly. Avoid rolling custom cryptography.
- Error Handling: Folly components must handle errors gracefully and securely, avoiding information leakage or denial-of-service vulnerabilities.
- Logging: While Folly itself may not perform extensive logging, applications using Folly should implement appropriate logging to aid in security auditing and incident response.
graph LR
User((User))
FollyApp[Folly-based Application]
ExternalSystem((External System))
LegacySystem((Legacy System))
User -- Uses --> FollyApp
FollyApp -- Interacts with --> ExternalSystem
FollyApp -- Interacts with --> LegacySystem
Element Descriptions:
-
- Name: User
- Type: Person
- Description: A user of a Folly-based application.
- Responsibilities: Interacts with the Folly-based application.
- Security controls: N/A (External to the system)
-
- Name: Folly-based Application
- Type: Software System
- Description: An application built using the Folly library.
- Responsibilities: Provides functionality to the user, utilizing Folly components.
- Security controls: Code Reviews, Static Analysis, Dynamic Analysis, Testing, Compiler Warnings, Secure Coding Practices.
-
- Name: External System
- Type: Software System
- Description: An external system that the Folly-based application interacts with (e.g., a database, a web service).
- Responsibilities: Provides services or data to the Folly-based application.
- Security controls: Relies on the security of the external system. The Folly-based application should use secure communication protocols and validate data received from the external system.
-
- Name: Legacy System
- Type: Software System
- Description: A legacy system that the Folly-based application interacts with.
- Responsibilities: Provides services or data to the Folly-based application.
- Security controls: Relies on the security of the legacy system. The Folly-based application should use secure communication protocols and validate data received from the legacy system.
Since Folly is a library, the container diagram is essentially an expansion of the context diagram, showing how Folly components are integrated within an application.
graph LR
User((User))
App[Application]
Folly[Folly Library]
ExternalSystem((External System))
LegacySystem((Legacy System))
User -- Uses --> App
App -- Uses --> Folly
App -- Interacts with --> ExternalSystem
App -- Interacts with --> LegacySystem
Element Descriptions:
-
- Name: User
- Type: Person
- Description: A user of the application.
- Responsibilities: Interacts with the application.
- Security controls: N/A (External to the system)
-
- Name: Application
- Type: Container
- Description: The main application logic, built using Folly.
- Responsibilities: Provides functionality to the user, utilizing Folly components.
- Security controls: Code Reviews, Static Analysis, Dynamic Analysis, Testing, Compiler Warnings, Secure Coding Practices.
-
- Name: Folly Library
- Type: Container
- Description: The Folly library, providing reusable components.
- Responsibilities: Provides efficient implementations of common patterns and utilities.
- Security controls: Code Reviews, Static Analysis, Dynamic Analysis (Fuzzing), Testing, Compiler Warnings, Secure Coding Practices.
-
- Name: External System
- Type: Software System
- Description: An external system that the application interacts with.
- Responsibilities: Provides services or data to the application.
- Security controls: Relies on the security of the external system. The application should use secure communication protocols and validate data received from the external system.
-
- Name: Legacy System
- Type: Software System
- Description: A legacy system that the application interacts with.
- Responsibilities: Provides services or data to the application.
- Security controls: Relies on the security of the legacy system. The application should use secure communication protocols and validate data received from the legacy system.
Folly, as a library, is not deployed independently. It is linked into applications. Therefore, the deployment diagram focuses on how a Folly-based application would be deployed. We'll consider a common scenario: deploying a C++ application as a service on a Linux server.
Possible Deployment Solutions:
- Direct deployment on bare-metal servers.
- Deployment within containers (e.g., Docker) on a container orchestration platform (e.g., Kubernetes).
- Deployment as a virtual machine image on a cloud platform (e.g., AWS EC2, Google Compute Engine).
Chosen Solution (for detailed description): Containerized deployment using Docker and Kubernetes.
graph TD
subgraph Kubernetes Cluster
subgraph Node 1
PodA[Pod: App Container]
end
subgraph Node 2
PodB[Pod: App Container]
end
end
LoadBalancer[Load Balancer]
Internet((Internet))
Internet -- Request --> LoadBalancer
LoadBalancer -- Distributes --> PodA
LoadBalancer -- Distributes --> PodB
Element Descriptions:
-
- Name: Internet
- Type: Network
- Description: The public internet.
- Responsibilities: Routes traffic to the application's load balancer.
- Security controls: Network firewalls, intrusion detection/prevention systems.
-
- Name: Load Balancer
- Type: Infrastructure
- Description: Distributes incoming traffic across multiple instances of the application.
- Responsibilities: Load balancing, health checks.
- Security controls: TLS termination, DDoS protection, Web Application Firewall (WAF).
-
- Name: Kubernetes Cluster
- Type: Infrastructure
- Description: A cluster of nodes managed by Kubernetes.
- Responsibilities: Orchestrates the deployment and scaling of the application containers.
- Security controls: Kubernetes RBAC, network policies, pod security policies.
-
- Name: Node 1, Node 2
- Type: Infrastructure
- Description: A worker node in the Kubernetes cluster.
- Responsibilities: Runs application containers.
- Security controls: OS hardening, container runtime security.
-
- Name: Pod: App Container (PodA, PodB)
- Type: Container
- Description: A Kubernetes pod running the Folly-based application container.
- Responsibilities: Executes the application code.
- Security controls: Container image security (scanning for vulnerabilities), least privilege principle (running as non-root), resource limits.
The build process for a Folly-based application typically involves compiling the C++ code and linking it with the Folly library. We'll describe a build process using GitHub Actions for CI/CD.
graph TD
Developer[Developer]
GitHubRepo[GitHub Repository]
GitHubActions[GitHub Actions]
ArtifactRegistry[Artifact Registry]
subgraph GitHub Actions
Checkout[Checkout Code]
Setup[Setup Build Environment]
Build[Build Application]
Tests[Run Tests]
StaticAnalysis[Static Analysis]
Fuzzing[Fuzzing]
Package[Package Application]
end
Developer -- Pushes code --> GitHubRepo
GitHubRepo -- Triggers --> GitHubActions
Checkout --> Setup
Setup --> Build
Build --> Tests
Build --> StaticAnalysis
Build --> Fuzzing
Tests -- Success --> Package
StaticAnalysis -- Success --> Package
Fuzzing -- Success --> Package
Package -- Uploads --> ArtifactRegistry
Build Process Description:
- Developer pushes code changes to the GitHub repository.
- GitHub Actions workflow is triggered.
- The workflow checks out the code.
- The build environment (compilers, dependencies, Folly) is set up.
- The application is built (compiled and linked).
- Unit tests are run.
- Static analysis tools (e.g., clang-tidy, linters) are executed.
- Fuzzing tests are run (if configured).
- If all tests and checks pass, the application is packaged (e.g., into a Docker image).
- The packaged application (e.g., Docker image) is uploaded to an artifact registry (e.g., Docker Hub, GitHub Container Registry).
Security Controls in Build Process:
- security control: Dependency Management: Use a dependency management system (e.g., Conan, vcpkg) to manage Folly and other dependencies, ensuring that known vulnerable versions are not used.
- security control: Static Analysis: Integrate static analysis tools into the build process to identify potential code quality and security issues.
- security control: Dynamic Analysis: Integrate fuzzing into the build process to find bugs and vulnerabilities.
- security control: Software Composition Analysis (SCA): Use SCA tools to scan dependencies for known vulnerabilities.
- security control: Build Automation: Use a CI/CD system (like GitHub Actions) to automate the build process, ensuring consistency and reproducibility.
- security control: Artifact Signing: Sign the build artifacts (e.g., Docker images) to ensure their integrity and authenticity.
- security control: Least Privilege: Run build steps with the least necessary privileges.
Critical Business Processes:
- The primary business process is the execution of applications that rely on Folly. These applications could be anything from high-frequency trading systems to social media platforms. The criticality depends entirely on the specific application using Folly.
- The development and maintenance of Folly itself is also a critical process, as vulnerabilities in Folly can impact many downstream applications.
Data Sensitivity:
- Folly itself, as a library, does not inherently handle sensitive data. It provides tools, but the application using Folly is responsible for data handling.
- The sensitivity of data handled by applications using Folly varies greatly. It could range from non-sensitive public data to highly sensitive personal data, financial data, or intellectual property. The application developers are responsible for classifying and protecting this data.
Questions:
- What specific compiler versions and platforms are officially supported by Folly?
- What is the process for reporting security vulnerabilities in Folly?
- Are there any specific security certifications or compliance requirements that Folly aims to meet?
- What are the specific performance targets and constraints for Folly components?
- What is the long-term roadmap for Folly development, and are there any plans for major architectural changes?
Assumptions:
- BUSINESS POSTURE: We assume a large-scale, high-performance environment similar to Meta, where performance and reliability are paramount.
- SECURITY POSTURE: We assume a strong emphasis on security best practices, including code reviews, static analysis, and fuzzing. We assume that Facebook has internal security teams and processes that are not publicly documented.
- DESIGN: We assume that Folly is used as a library within larger applications and is not deployed as a standalone service. We assume a containerized deployment model for Folly-based applications. We assume a CI/CD pipeline using GitHub Actions.