GFG stats API

GeeksForGeeks profile, difficulty split, coding score, and heatmap via the current GFG JSON endpoints.

request path

Walk of GET /alice/stats with Redis on. Same CacheRateLimitMiddleware as the rest of the family. platform="gfg".

  1. CORS middleware (added first, runs second).
  2. CacheRateLimitMiddleware with platform="gfg" (added last, runs first).
  3. Skip check. Path is not /, /docs, /redoc, /openapi.json, /favicon.ico. Method is GET. Redis is on.
  4. Handle is the first path segment, lowercased: alice. A segment with a . is skipped, so favicon.ico never becomes a handle.
  5. Cache key is cache:gfg:{sha256(GET:/alice/stats:sorted_query)}.
  6. On HIT, body is base64-decoded and returned with X-Cache: HIT. Done.
  7. Negative key invalid:gfg:alice. On HIT, HTTP 404 User does not exist, X-Cache: NEGATIVE-HIT. Invalid-user rate limits apply (10/IP and 5/handle per 10 minutes).
  8. Live limits: 60 req/min per IP, 30 req/min per handle. Over: 429 with Retry-After and exponential backoff 5s to 300s.
  9. Route get_stats hits authapi for the profile and practiceapi for submissions, then stats_from plus build_topic_analysis.
  10. make_envelope wraps it. HTTP 200 cached for 3600s unless Cache-Control says otherwise. X-Cache: MISS.

Without Redis, steps 5 to 8 disappear. Every GET hits GFG. Rate limits disappear too. That is fine on a laptop and noisy on a public host.

Tag cache _TAG_CACHE is process-local and independent of Redis. Problem tags do not change often, so they survive a Redis miss.

IP is X-Forwarded-For first hop, else X-Real-IP, else request.client.host. Vercel sits in front, so the forwarded header is the one that matters.

/playground is not in SKIP_PATHS. With Redis on, the first path segment is treated as handle playground. Harmless, slightly weird.

Invalid-user markers: user does not exist, user not found, not found on, invalid username. Contest-empty is not one of them. Contests, rating, and badges return empty models on a real user, so those 200s are cached as normal HIT, not NEGATIVE-HIT.

Redis env#

REDIS_URL turns the middleware on. There is no in-process HTTP cache. Redis errors fail open: cache miss, rate limit allow.

Env Default
API_CACHE_TTL_SECONDS 3600
INVALID_USER_CACHE_TTL_SECONDS 300
RATE_LIMIT_IP_REQUESTS 60 per 60s
RATE_LIMIT_HANDLE_REQUESTS 30 per 60s
INVALID_RATE_LIMIT_IP_REQUESTS 10 per 600s
INVALID_RATE_LIMIT_HANDLE_REQUESTS 5 per 600s
RATE_LIMIT_BACKOFF_BASE_SECONDS 5
RATE_LIMIT_BACKOFF_MAX_SECONDS 300

Keys:

  • cache:gfg:{sha256}
  • invalid:gfg:{handle}
  • rl:ip:gfg:{ip} / rl:handle:gfg:{handle}
  • backoff:{same} / violations:{same}