Implementing Request IDs in Go for Distributed Systems
In modern microservice architectures, tracing requests across multiple services is crucial for debugging and monitoring. A common technique to achieve this is by generating and propagating a unique Request ID for each incoming request. This challenge focuses on implementing a robust mechanism for generating and managing these Request IDs within a Go application.
Problem Description
Your task is to design and implement a system in Go that generates a unique Request ID for each incoming HTTP request and makes it accessible throughout the request's lifecycle, including any downstream calls. This Request ID should be a string that is both unique and reasonably short.
Key Requirements:
- Generate Unique IDs: Implement a function or mechanism to generate a new, unique Request ID for every incoming HTTP request.
- Context Propagation: The generated Request ID must be accessible in any Go function or goroutine that is part of handling that specific request. This typically involves using
context.Context. - HTTP Middleware: The Request ID generation and insertion into the context should be handled by an HTTP middleware.
- ID Format: The Request ID should be a string. A common format is a UUID, but a simpler, unique identifier can also be sufficient for this challenge.
- Logging Integration (Optional but Recommended): Demonstrate how the Request ID can be easily included in log messages for better traceability.
Expected Behavior:
When an HTTP request arrives, the middleware should:
- Generate a new Request ID.
- Add this Request ID to the
context.Contextof the request. - Pass the request (with the context) to the next handler.
- Any downstream functions called within the handler should be able to retrieve the Request ID from the context.
Edge Cases:
- Non-HTTP Requests: While this challenge focuses on HTTP, consider if your approach could be extended to other request types.
- Concurrent Requests: The ID generation mechanism must be safe for concurrent use.
Examples
Example 1: Basic HTTP Request Handling
Input: An HTTP GET request to "/resource"
Output:
- A unique Request ID (e.g., "a1b2c3d4-e5f6-7890-1234-567890abcdef") is generated.
- The handler function receives a context containing this Request ID.
- The handler logs a message including the Request ID.
HTTP Request:
GET /resource HTTP/1.1
Host: localhost:8080
Handler Logic:
func handler(w http.ResponseWriter, r *http.Request) {
requestID, ok := GetRequestID(r.Context()) // Assume GetRequestID retrieves from context
if !ok {
requestID = "unknown"
}
log.Printf("Handling request with ID: %s", requestID)
w.Write([]byte("Processed request with ID: " + requestID))
}
Expected Log Output:
[timestamp] Handling request with ID: a1b2c3d4-e5f6-7890-1234-567890abcdef
Expected HTTP Response:
HTTP/1.1 200 OK
Content-Type: text/plain; charset=utf-8
Content-Length: 47
Processed request with ID: a1b2c3d4-e5f6-7890-1234-567890abcdef
Example 2: Request ID Propagation to Downstream Function
Input: An HTTP POST request to "/process" that triggers a downstream function.
Output:
- A unique Request ID is generated.
- The downstream function can access and use this Request ID.
HTTP Request:
POST /process HTTP/1.1
Host: localhost:8080
Content-Type: application/json
Handler Logic:
func handler(w http.ResponseWriter, r *http.Request) {
requestID, _ := GetRequestID(r.Context())
log.Printf("Main handler received request with ID: %s", requestID)
// Simulate a downstream operation
err := performDownstreamOperation(r.Context(), "some_data")
if err != nil {
http.Error(w, "Downstream operation failed", http.StatusInternalServerError)
return
}
w.Write([]byte("Downstream operation successful for ID: " + requestID))
}
func performDownstreamOperation(ctx context.Context, data string) error {
requestID, ok := GetRequestID(ctx) // Retrieve from context
if !ok {
requestID = "unknown_downstream"
}
log.Printf("Downstream operation processing for ID: %s", requestID)
// ... perform actual operation ...
return nil
}
Expected Log Output (order might vary slightly due to goroutines):
[timestamp] Main handler received request with ID: ffedcba0-9876-5432-10fe-dcba09876543
[timestamp] Downstream operation processing for ID: ffedcba0-9876-5432-10fe-dcba09876543
Expected HTTP Response:
HTTP/1.1 200 OK
Content-Type: text/plain; charset=utf-8
Content-Length: 59
Downstream operation successful for ID: ffedcba0-9876-5432-10fe-dcba09876543
Constraints
- The Go application must use the standard
net/httppackage for handling HTTP requests. - The Request ID generation mechanism must be thread-safe.
- The maximum length of the generated Request ID string should be reasonable (e.g., less than 40 characters).
- The solution should aim for efficiency, with minimal overhead per request.
Notes
- Consider using the
contextpackage for propagating the Request ID. - For generating unique IDs, the
github.com/google/uuidpackage is a good option, but you can also implement a simpler, custom generator if preferred. - Think about how you would integrate this with a logging library like
log/slogorlogrus. - The core of this challenge is the middleware and context propagation. The actual handler logic can be very simple.