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Gets benchmarks running again and does a rough pass for 0.7.1.

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James Phillips 2016-11-29 12:00:30 -08:00
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bench/Makefile
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REQ=20480 REQ=262144
CLIENTS=64 CLIENTS=64
ADDR=http://127.0.0.1:8500/v1/kv/bench ADDR=http://127.0.0.1:8500/v1/kv/bench
DATA="74a31e96-1d0f-4fa7-aa14-7212a326986e" DATA="74a31e96-1d0f-4fa7-aa14-7212a326986e"

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bench/README.md
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Consul Benchmark Consul Benchmark
================ ================
This repo contains the Packer automation necessary for the Consul benchmarks. This repo contains the automation necessary for the Consul benchmarks.
There is a single main Packer file `bench.json`. To use it, the variables There is a single main Packer file `bench.json`. To use it, the variables
for `do_client_id` and `do_api_key` must be provided. There correspond to for `do_client_id` and `do_api_key` must be provided. These correspond to
your DigitalOcean client id and API key. your DigitalOcean client ID and API key.
When Packer runs, it will generate 3 images: When Packer runs, it will generate 3 images:
* bench-bootstrap - Consul server in bootstrap mode * bench-bootstrap - Consul server in bootstrap mode
* bench-server - Consul server * bench-server - Consul server
* bench-worker - Worker node * bench-worker - Worker node

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bench/bench.json
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{ {
"variables": { "variables": {
"do_client_id": "", "do_size": "16gb",
"do_api_key": "" "do_image": "ubuntu-14-04-x64",
}, "do_region": "nyc3"
"builders": [ },
{ "builders": [
"type": "digitalocean", {
"api_key": "{{ user `do_api_key` }}", "type": "digitalocean",
"client_id": "{{ user `do_client_id` }}", "region": "{{ user `do_region` }}",
"region_id": "1", "size": "{{ user `do_size` }}",
"size_id": "66", "image": "{{ user `do_image` }}",
"image_id": "3101045", "snapshot_name": "bench-bootstrap-{{ isotime }}",
"snapshot_name": "bench-bootstrap-{{ isotime }}", "name": "bootstrap"
"name": "bootstrap"
}, },
{ {
"type": "digitalocean", "type": "digitalocean",
"api_key": "{{ user `do_api_key` }}", "region": "{{ user `do_region` }}",
"client_id": "{{ user `do_client_id` }}", "size": "{{ user `do_size` }}",
"region_id": "1", "image": "{{ user `do_image` }}",
"size_id": "66", "snapshot_name": "bench-server-{{ isotime }}",
"image_id": "3101045", "name": "server"
"snapshot_name": "bench-server-{{ isotime }}",
"name": "server"
}, },
{ {
"type": "digitalocean", "type": "digitalocean",
"api_key": "{{ user `do_api_key` }}", "region": "{{ user `do_region` }}",
"client_id": "{{ user `do_client_id` }}", "size": "{{ user `do_size` }}",
"region_id": "1", "image": "{{ user `do_image` }}",
"size_id": "66", "snapshot_name": "bench-worker-{{ isotime }}",
"image_id": "3101045", "name": "worker"
"snapshot_name": "bench-worker-{{ isotime }}",
"name": "worker"
} }
], ],
"provisioners":[ "provisioners":[
{ {
"type": "file", "type": "file",
"source": "conf/upstart.conf", "source": "conf/upstart.conf",
"destination": "/etc/init/consul.conf" "destination": "/etc/init/consul.conf"
}, },
{ {
"type": "shell", "type": "shell",
"inline": [ "inline": [
"mkdir /etc/consul.d", "mkdir /etc/consul.d",
"apt-get update", "apt-get update",
"apt-get install unzip make", "apt-get install -y unzip make",
"wget https://releases.hashicorp.com/consul/0.5.2/consul_0.5.2_linux_amd64.zip", "wget https://releases.hashicorp.com/consul/0.7.1/consul_0.7.1_linux_amd64.zip",
"unzip 0.5.2_linux_amd64.zip", "unzip consul_*_linux_amd64.zip",
"mv consul /usr/local/bin/consul", "mv consul /usr/local/bin/consul",
"chmod +x /usr/local/bin/consul" "chmod +x /usr/local/bin/consul"
] ]
}, },
{ {
"type": "file", "type": "file",
"source": "conf/common.json", "source": "conf/common.json",
"destination": "/etc/consul.d/common.json" "destination": "/etc/consul.d/common.json"
}, },
{ {
"type": "file", "type": "file",
"source": "conf/bootstrap.json", "source": "conf/bootstrap.json",
"destination": "/etc/consul.d/bootstrap.json", "destination": "/etc/consul.d/bootstrap.json",
"only": ["bootstrap"] "only": ["bootstrap"]
}, },
{ {
"type": "file", "type": "file",
"source": "conf/server.json", "source": "conf/server.json",
"destination": "/etc/consul.d/server.json", "destination": "/etc/consul.d/server.json",
"only": ["server"] "only": ["server"]
}, },
{ {
"type": "shell", "type": "shell",
"inline": [ "inline": [
"curl https://s3.amazonaws.com/hc-ops/boom_linux_amd64 -o /usr/local/bin/boom", "curl https://s3.amazonaws.com/hc-ops/boom_linux_amd64 -o /usr/local/bin/boom",
"chmod +x /usr/local/bin/boom" "chmod +x /usr/local/bin/boom"
] ]
}, },
{ {
"type": "file", "type": "file",
"source": "Makefile", "source": "Makefile",
"destination": "/Makefile" "destination": "/Makefile"
} }
] ]
} }

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bench/results-0.7.1.md Normal file
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# Consul Benchmark Results
As part of a benchmark, we started a 4 node DigitalOcean cluster to benchmark.
There are 3 servers, meaning writes must commit to at least 2 servers.
The cluster uses the 16GB DigitalOcean droplet which has the following specs:
* 8 CPU Cores, 2Ghz
* 16GB RAM
* 160GB SSD disk
* 1Gbps NIC
# Output
Below is the output for a test run on a benchmark cluster. We ran the benchmark
several times to warm up the nodes, and this is just a single representative sample.
Note, that a single worker was running the benchmark. This means the "stale" test
is not representative of total throughput, as the client was only routing to a
single server.
We also did an initial run where we got lots of noise in the results, so we
increased the number of requests to try to get a better sample.
```
===== PUT test =====
GOMAXPROCS=4 boom -m PUT -d "74a31e96-1d0f-4fa7-aa14-7212a326986e" -n 262144 -c 64 http://127.0.0.1:8500/v1/kv/bench
262144 / 262144 Booooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooo! 100.00 %
Summary:
Total: 69.3512 secs.
Slowest: 0.0966 secs.
Fastest: 0.0026 secs.
Average: 0.0169 secs.
Requests/sec: 3779.9491
Total Data Received: 1048576 bytes.
Response Size per Request: 4 bytes.
Status code distribution:
[200] 262144 responses
Response time histogram:
0.003 [1] |
0.012 [66586] |∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎
0.021 [146064] |∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎
0.031 [34189] |∎∎∎∎∎∎∎∎∎
0.040 [9178] |∎∎
0.050 [3682] |∎
0.059 [1773] |
0.068 [464] |
0.078 [124] |
0.087 [63] |
0.097 [20] |
Latency distribution:
10% in 0.0095 secs.
25% in 0.0119 secs.
50% in 0.0151 secs.
75% in 0.0195 secs.
90% in 0.0260 secs.
95% in 0.0323 secs.
99% in 0.0489 secs.
===== GET default test =====
GOMAXPROCS=4 boom -n 262144 -c 64 http://127.0.0.1:8500/v1/kv/bench
262144 / 262144 Booooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooo! 100.00 %
Summary:
Total: 34.8371 secs.
Slowest: 0.9568 secs.
Fastest: 0.0014 secs.
Average: 0.0085 secs.
Requests/sec: 7524.8570
Total Data Received: 36175872 bytes.
Response Size per Request: 138 bytes.
Status code distribution:
[200] 262144 responses
Response time histogram:
0.001 [1] |
0.097 [261977] |∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎
0.192 [38] |
0.288 [64] |
0.384 [0] |
0.479 [0] |
0.575 [0] |
0.670 [0] |
0.766 [0] |
0.861 [38] |
0.957 [26] |
Latency distribution:
10% in 0.0044 secs.
25% in 0.0055 secs.
50% in 0.0072 secs.
75% in 0.0098 secs.
90% in 0.0130 secs.
95% in 0.0157 secs.
99% in 0.0228 secs.
===== GET stale test =====
GOMAXPROCS=4 boom -n 262144 -c 64 http://127.0.0.1:8500/v1/kv/bench?stale
262144 / 262144 Booooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooo! 100.00 %
Summary:
Total: 26.8200 secs.
Slowest: 0.0838 secs.
Fastest: 0.0005 secs.
Average: 0.0065 secs.
Requests/sec: 9774.1922
Total Data Received: 36175872 bytes.
Response Size per Request: 138 bytes.
Status code distribution:
[200] 262144 responses
Response time histogram:
0.001 [1] |
0.009 [214210] |∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎
0.017 [42999] |∎∎∎∎∎∎∎∎
0.026 [3709] |
0.034 [589] |
0.042 [313] |
0.050 [166] |
0.059 [102] |
0.067 [42] |
0.075 [11] |
0.084 [2] |
Latency distribution:
10% in 0.0031 secs.
25% in 0.0041 secs.
50% in 0.0056 secs.
75% in 0.0079 secs.
90% in 0.0109 secs.
95% in 0.0134 secs.
99% in 0.0203 secs.
===== GET consistent test =====
GOMAXPROCS=4 boom -n 262144 -c 64 http://127.0.0.1:8500/v1/kv/bench?consistent
262144 / 262144 Booooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooo! 100.00 %
Summary:
Total: 35.6962 secs.
Slowest: 0.0826 secs.
Fastest: 0.0016 secs.
Average: 0.0087 secs.
Requests/sec: 7343.7475
Total Data Received: 36175872 bytes.
Response Size per Request: 138 bytes.
Status code distribution:
[200] 262144 responses
Response time histogram:
0.002 [1] |
0.010 [183123] |∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎
0.018 [70460] |∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎
0.026 [6955] |∎
0.034 [657] |
0.042 [391] |
0.050 [229] |
0.058 [120] |
0.066 [121] |
0.074 [68] |
0.083 [19] |
Latency distribution:
10% in 0.0047 secs.
25% in 0.0059 secs.
50% in 0.0077 secs.
75% in 0.0104 secs.
90% in 0.0137 secs.
95% in 0.0162 secs.
99% in 0.0227 secs.
```
# Profile
In order to probe performance a bit, we ran the get-stale benchmark on the
leader itself and collected pprof data. Here's the output of the benchmark:
```
===== GET stale test =====
GOMAXPROCS=4 boom -n 262144 -c 64 http://127.0.0.1:8500/v1/kv/bench?stale
262144 / 262144 Booooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooo! 100.00 %
Summary:
Total: 16.3139 secs.
Slowest: 0.0815 secs.
Fastest: 0.0001 secs.
Average: 0.0040 secs.
Requests/sec: 16068.7946
Total Data Received: 36175872 bytes.
Response Size per Request: 138 bytes.
Status code distribution:
[200] 262144 responses
Response time histogram:
0.000 [1] |
0.008 [240221] |∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎∎
0.016 [18761] |∎∎∎
0.025 [1937] |
0.033 [496] |
0.041 [293] |
0.049 [131] |
0.057 [162] |
0.065 [127] |
0.073 [10] |
0.081 [5] |
Latency distribution:
10% in 0.0013 secs.
25% in 0.0019 secs.
50% in 0.0030 secs.
75% in 0.0046 secs.
90% in 0.0074 secs.
95% in 0.0109 secs.
99% in 0.0174 secs.
```
And here's the [resulting flame graph](results-0.7.1.svg).

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