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impulse

Wer Ordnung hält, ist nur zu faul zum Suchen.
(If you keep things tidily ordered, you’re just too lazy to go searching.)
— German proverb, Designing Data-Intensive Applications

Distributed Key-Value Store in Go

Roadmap

  • HTTP Server API (with fasthttp)
    • Put(key, value)
    • Get(key) -> value
    • Delete(key)
  • Storage Engines
    • Hash Map (with sync.RWMutex)
    • LevelDB
    • LSM-Tree
      • SSTable
      • Bloom Filter
    • B Tree
  • Single Leader Replication
  • Leaderless Replication (peer-to-peer coordination)
  • Chaos Testing (like Netflix's Chaos Monkey)
  • Range Queries
  • Sharding

Usage

Setup

Enable the RBAC addon on microk8s and create a role binding which will grant the default service account view permissions.

microk8s kubectl create clusterrolebinding default-view-impulse --clusterrole=view --serviceaccount=impulse:default

"Benchmarks"

scripts/concurrency_test.sh

> ./scripts/concurrent.sh
go build -o impulse ./...

HASH_MAP
========

PUT
Running 10s test @ http://127.0.0.1:3000/foo
  100 goroutine(s) running concurrently
224432 requests in 9.93928912s, 12.20MB read
Requests/sec:		22580.29
Transfer/sec:		1.23MB
Avg Req Time:		4.428641ms
Fastest Request:	120.027µs
Slowest Request:	33.188626ms
Number of Errors:	0

GET
Running 10s test @ http://127.0.0.1:3000/foo
  100 goroutine(s) running concurrently
249859 requests in 9.924716107s, 28.59MB read
Requests/sec:		25175.43
Transfer/sec:		2.88MB
Avg Req Time:		3.972126ms
Fastest Request:	99.222µs
Slowest Request:	51.840697ms
Number of Errors:	0

DELETE
Running 10s test @ http://127.0.0.1:3000/foo
  100 goroutine(s) running concurrently
234442 requests in 9.951180146s, 12.74MB read
Requests/sec:		23559.22
Transfer/sec:		1.28MB
Avg Req Time:		4.244623ms
Fastest Request:	112.367µs
Slowest Request:	33.148716ms
Number of Errors:	0

LEVELDB
=======

PUT
Running 10s test @ http://127.0.0.1:3000/foo
  100 goroutine(s) running concurrently
229573 requests in 9.940867386s, 12.48MB read
Requests/sec:		23093.86
Transfer/sec:		1.26MB
Avg Req Time:		4.330155ms
Fastest Request:	112.35µs
Slowest Request:	37.433849ms
Number of Errors:	0

GET
Running 10s test @ http://127.0.0.1:3000/foo
  100 goroutine(s) running concurrently
248876 requests in 9.9313757s, 28.48MB read
Requests/sec:		25059.57
Transfer/sec:		2.87MB
Avg Req Time:		3.990491ms
Fastest Request:	96.86µs
Slowest Request:	43.956081ms
Number of Errors:	0

DELETE
Running 10s test @ http://127.0.0.1:3000/foo
  100 goroutine(s) running concurrently
234623 requests in 9.952669339s, 12.75MB read
Requests/sec:		23573.88
Transfer/sec:		1.28MB
Avg Req Time:		4.241983ms
Fastest Request:	110.965µs
Slowest Request:	31.113818ms
Number of Errors:	0

scripts/sequential_test.sh

> N=2048 ./scripts/sequential_test.sh
go build -o impulse ./...

HASH_MAP
========
PUT: 104.59 requests per second
GET (present): 96.58 requests per second
DELETE: 104.70 requests per second
GET (missing): 96.21 requests per second

LEVELDB
=======
PUT: 104.58 requests per second
GET (present): 95.94 requests per second
DELETE: 104.30 requests per second
GET (missing): 95.17 requests per second

scripts/resilience_test.sh