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Okay, let's create a design document for the geocoder project.

BUSINESS POSTURE

Business Priorities and Goals:

  • Provide a simple, self-hostable geocoding service.
  • Offer an alternative to commercial geocoding APIs.
  • Enable offline geocoding capabilities.
  • Minimize external dependencies.
  • Ensure ease of deployment and maintenance.

Most Important Business Risks:

  • Data Accuracy: Inaccurate geocoding results could lead to incorrect decisions based on location data.
  • Service Availability: Downtime or performance issues could disrupt applications relying on the service.
  • Data Privacy (if user-provided data is stored): Depending on how the service is used, there might be privacy concerns if user queries or results are logged or stored.
  • Resource Exhaustion: The service might be vulnerable to denial-of-service attacks or excessive resource consumption if not properly configured and protected.
  • Maintenance Overhead: If the underlying data becomes outdated, the service will require updates to maintain accuracy.

SECURITY POSTURE

Existing Security Controls:

  • security control: The project uses a simple HTTP API without any built-in authentication or authorization mechanisms (as seen in main.go). This is a significant security gap.
  • security control: The project is written in Go, which offers some memory safety features compared to languages like C/C++.
  • security control: The project uses structured logging (using log.Printf), which can be helpful for monitoring and auditing.
  • security control: The project has a Dockerfile for containerization, which can improve isolation and portability.
  • security control: The project uses flag package to parse command-line arguments, which is a standard and generally safe way to handle user inputs.

Accepted Risks:

  • accepted risk: Lack of authentication and authorization. The project, in its current state, is not suitable for deployment in environments where access control is required.
  • accepted risk: Potential for denial-of-service. The project does not appear to have any built-in rate limiting or resource management mechanisms.
  • accepted risk: No input validation beyond basic type checking provided by the flag package.

Recommended Security Controls:

  • Implement API authentication (e.g., API keys, OAuth 2.0).
  • Implement authorization to control access to specific resources or functionalities.
  • Add input validation to ensure that user-provided data conforms to expected formats and constraints.
  • Implement rate limiting to prevent abuse and denial-of-service attacks.
  • Consider adding a web application firewall (WAF) in front of the service to provide additional protection.
  • Implement robust error handling and logging to facilitate troubleshooting and security auditing.
  • Regularly update dependencies to address security vulnerabilities.
  • Use a linter like golangci-lint to identify potential code quality and security issues.
  • Implement a mechanism for securely updating the geocoding data.

Security Requirements:

  • Authentication: The system should authenticate API requests, potentially using API keys or a more sophisticated mechanism like OAuth 2.0.
  • Authorization: The system should control access to resources based on the authenticated user's identity or role. For a simple geocoding service, this might be a simple allow/deny based on the presence of a valid API key.
  • Input Validation: The system should validate all user-provided input, including latitude, longitude, and any query parameters. This should include checks for data type, range, and format.
  • Cryptography: If sensitive data is stored or transmitted, appropriate cryptographic mechanisms should be used (e.g., HTTPS for transport security). At a minimum, API keys should be stored securely (e.g., hashed and salted).
  • Rate Limiting: The system should implement rate limiting to prevent abuse and ensure fair usage.

DESIGN

C4 CONTEXT

graph LR
    User["User"] --> Geocoder["Geocoder\n(Go, SQLite)"]
    Geocoder --> OpenStreetMapData["OpenStreetMap Data\n(SQLite)"]

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Element Descriptions:

  • Element:

    • Name: User
    • Type: Person
    • Description: A user of the geocoding service, typically an application or another system.
    • Responsibilities: Sends geocoding requests to the Geocoder service. Receives geocoding responses.
    • Security controls: None (external to the system).
  • Element:

    • Name: Geocoder
    • Type: Software System
    • Description: The geocoding service itself, implemented in Go and using SQLite.
    • Responsibilities: Receives geocoding requests. Queries the OpenStreetMap data. Returns geocoding results.
    • Security controls: API authentication (recommended), Authorization (recommended), Input validation (recommended), Rate limiting (recommended).
  • Element:

    • Name: OpenStreetMap Data
    • Type: Data Store
    • Description: The OpenStreetMap data, stored in an SQLite database.
    • Responsibilities: Stores geographic data. Provides data to the Geocoder service.
    • Security controls: File system permissions (recommended), Data integrity checks (recommended).

C4 CONTAINER

graph LR
    User["User"] --> WebServer["Web Server\n(Go net/http)"]
    WebServer --> GeocodingEngine["Geocoding Engine\n(Go)"]
    GeocodingEngine --> Database["SQLite Database\n(OpenStreetMap Data)"]

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Element Descriptions:

  • Element:

    • Name: User
    • Type: Person
    • Description: A user of the geocoding service.
    • Responsibilities: Sends geocoding requests. Receives geocoding responses.
    • Security controls: None (external to the system).
  • Element:

    • Name: Web Server
    • Type: Container (Go net/http)
    • Description: Handles incoming HTTP requests.
    • Responsibilities: Receives requests. Routes requests to the Geocoding Engine. Returns responses.
    • Security controls: API authentication (recommended), Input validation (recommended), Rate limiting (recommended).
  • Element:

    • Name: Geocoding Engine
    • Type: Container (Go)
    • Description: Contains the core geocoding logic.
    • Responsibilities: Processes geocoding requests. Queries the database. Formats responses.
    • Security controls: Input validation (recommended).
  • Element:

    • Name: Database
    • Type: Container (SQLite Database)
    • Description: Stores the OpenStreetMap data.
    • Responsibilities: Stores geographic data. Provides data to the Geocoding Engine.
    • Security controls: File system permissions (recommended), Data integrity checks (recommended).

DEPLOYMENT

Possible Deployment Solutions:

  1. Standalone Server: Deploy the Go binary directly on a server (physical or virtual).
  2. Docker Container: Package the application and its dependencies into a Docker container and deploy it on a container orchestration platform (e.g., Docker Swarm, Kubernetes).
  3. Serverless Function: Deploy the application as a serverless function (e.g., AWS Lambda, Google Cloud Functions). This is less suitable given the need for a persistent SQLite database.

Chosen Solution (Docker Container on Kubernetes):

graph LR
    Internet["Internet"] --> LoadBalancer["Load Balancer"]
    LoadBalancer --> KubernetesCluster["Kubernetes Cluster"]
    KubernetesCluster --> GeocoderPod["Geocoder Pod"]
    GeocoderPod --> GeocoderContainer["Geocoder Container"]
    GeocoderContainer --> SQLiteDB["SQLite Database\n(Persistent Volume)"]

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Element Descriptions:

  • Element:

    • Name: Internet
    • Type: External
    • Description: The public internet.
    • Responsibilities: Routes traffic to the Load Balancer.
    • Security controls: None (external to the system).
  • Element:

    • Name: Load Balancer
    • Type: Infrastructure
    • Description: Distributes incoming traffic across multiple instances of the Geocoder service.
    • Responsibilities: Receives traffic from the internet. Forwards traffic to healthy Geocoder Pods.
    • Security controls: TLS termination (recommended), DDoS protection (recommended).
  • Element:

    • Name: Kubernetes Cluster
    • Type: Infrastructure
    • Description: A Kubernetes cluster for container orchestration.
    • Responsibilities: Manages the deployment and scaling of the Geocoder Pods.
    • Security controls: Network policies (recommended), Role-based access control (RBAC) (recommended).
  • Element:

    • Name: Geocoder Pod
    • Type: Kubernetes Pod
    • Description: A Kubernetes Pod running the Geocoder container.
    • Responsibilities: Hosts the Geocoder container.
    • Security controls: Pod security policies (recommended).
  • Element:

    • Name: Geocoder Container
    • Type: Docker Container
    • Description: The Docker container containing the Geocoder application.
    • Responsibilities: Runs the Geocoder application.
    • Security controls: Container security context (recommended).
  • Element:

    • Name: SQLiteDB
    • Type: Persistent Volume
    • Description: Persistent storage for SQLite database.
    • Responsibilities: Provides persistent storage for OpenStreetMap data.
    • Security controls: Access control to persistent volume.

BUILD

The build process can be automated using GitHub Actions.

graph LR
    Developer["Developer"] -- Git Push --> GitHubRepository["GitHub Repository"]
    GitHubRepository -- Webhook --> GitHubActions["GitHub Actions"]
    GitHubActions -- Build --> GoBuild["Go Build"]
    GoBuild -- Test --> GoTest["Go Test"]
    GoBuild -- Lint --> GolangCILint["golangci-lint"]
    GoBuild -- Security Scan --> Snyk["Snyk (or similar)"]
    GoBuild -- Package --> DockerBuild["Docker Build"]
    DockerBuild -- Push --> DockerRegistry["Docker Registry"]

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Build Process Description:

  1. Developer pushes code changes to the GitHub repository.
  2. A webhook triggers a GitHub Actions workflow.
  3. The workflow checks out the code.
  4. The workflow builds the Go binary (go build).
  5. The workflow runs unit tests (go test).
  6. The workflow runs a linter (golangci-lint).
  7. The workflow performs a security scan using a tool like Snyk.
  8. The workflow builds a Docker image (docker build).
  9. The workflow pushes the Docker image to a container registry (e.g., Docker Hub, GitHub Container Registry).

Security Controls:

  • security control: Code review (manual process, enforced through pull requests).
  • security control: Automated testing (unit tests).
  • security control: Static code analysis (linter).
  • security control: Dependency vulnerability scanning (Snyk or similar).
  • security control: Container image signing (recommended).
  • security control: Use of a minimal base image for the Docker container (recommended).

RISK ASSESSMENT

Critical Business Processes:

  • Providing accurate geocoding results.
  • Maintaining service availability.

Data to Protect:

  • OpenStreetMap Data (Low sensitivity, publicly available).
  • API Keys (High sensitivity, if implemented).
  • User Queries (Potentially sensitive, depending on usage and logging).
  • Geocoding Results (Potentially sensitive, depending on usage and logging).

QUESTIONS & ASSUMPTIONS

Questions:

  • What is the expected request volume and latency requirements?
  • What is the process for updating the OpenStreetMap data?
  • Will the service be exposed directly to the internet or behind a proxy/gateway?
  • Are there any specific compliance requirements (e.g., GDPR)?
  • Is there a budget for security tools and services?

Assumptions:

  • BUSINESS POSTURE: The primary goal is to provide a functional, self-hostable geocoding service. Cost and ease of use are prioritized over enterprise-grade security features.
  • SECURITY POSTURE: The current implementation lacks basic security controls, and significant improvements are needed.
  • DESIGN: The design assumes a relatively low request volume and a simple deployment model. The design can be scaled out using Kubernetes if needed. The OpenStreetMap data is assumed to be relatively static and updated infrequently.