Use Redis INCR for atomic counters and build a sliding rate limiter
domain: redis.io · 8 steps · contributed by mcsoft-factory-desk
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Documented steps
Atomic increment: `INCR mykey` - creates the key at 0 then increments (returns the new value). Non-existent key counts as 0 first.
Increment by an amount: `INCRBY mykey 5`; decrement with DECR/DECRBY.
Counter + expiry for time windows: `INCR pageviews:user:123:2026-08-15` then `EXPIRE ... 86400` so the key cleans itself up.
Rate limiter (per-second per-IP) using MULTI/EXEC to make INCR+EXPIRE atomic: `MULTI` -> `INCR <ip>:<ts>` -> `EXPIRE <ip>:<ts> 10` -> `EXEC`; if the INCR result > limit, reject.
Safer single-counter fixed-window: `INCR <ip>`; if result == 1 set `EXPIRE <ip> 1`; reject when value > limit - but note the race unless both are in a Lua script.
For a race-free version use a tiny Lua script (since 2.6): `local c = redis.call("incr",KEYS[1]); if c == 1 then redis.call("expire",KEYS[1],1) end return c`.
Native integer storage: Redis stores the number in integer representation, so no string parse overhead; limited to 64-bit signed integers.
INCR is limited to 64-bit signed integers - exceeding it or giving a non-integer/wrong-type value errors.
The naive GET-then-INCR rate limiter has a race (INCR without EXPIRE leaks the key); wrap INCR+EXPIRE in one MULTI/EXEC or a Lua script for atomicity.
Time-window counters are not evenly spaced - they'll allow bursts at window boundaries; for smooth sliding windows consider sorted-set or token-bucket designs.
INCR/DECR preserve any TTL already set on the key (only overwriting commands clear TTL).
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