Comparing play framework (in java and scala), spring webflux, python Django, and golang.
This test implements an API REST with 2 endpoints:
- A POST resource to store a document in mongoDB.
- A GET resource to query a document from mongoDB.
There is no tuning in any of the platforms except setting up the mongoDB connection pool to 100 connections.
Summary performance (with wrk -c 1000 -t 8):
| Framework | TPS (create) | TPS (get) | %CPU | Mem (MB) |
|---|---|---|---|---|
| Play java | 5100.54 | 5567.71 | 280% | 994MB |
| Play java reactive | 3708.87 | 5438.03 | 260% | 1016MB |
| Play scala | 453.86 | 3353.32 | 280% | 1592MB |
| Spring webflux | 6572.11 | 6528.66 | 270% | 1314MB |
| Python Django | 152.27 | 149.61 | 100% | 62MB |
| Golang | 12762.16 | 11995.86 | 200% | 18MB |
NOTE: By default, spring opens 100 connections during the load test, while play scenarios only open 10 connections with the default configuration. After setting up the pool to 100 connections (for a fair comparison), there is a minor difference. It looks like the pool size is not really relevant for the final results.
NOTE: Python Django only uses a CPU core (about 100% CPU consumption) while Java/Scala alternatives are multithreaded and reach up to 300% CPU (with average 270%). Golang approach is multithreaded and it gets best performance without exceeding 200% CPU.
Go is clearly the best approach in terms of:
- Maximum performance
- Miminal memory consumption
- Delivery is only one executable file with minimal size.
- Very few dependencies are required
- Minimal startup time (very relevant when developer needs to wait minutes to pass a small amount of unit tests)
- Safest approach
- Minimal learning curve
- Very clear source code (no need of promises/futures/observables)
cd play/play-java
sbt stage
target/universal/stage/bin/play -Dhttp.port=8080 -Dplay.http.secret.key='dfaadfasd'
cd play/play-java-reactive
sbt stage
target/universal/stage/bin/play -Dhttp.port=8080 -Dplay.http.secret.key='dfaadfasd'
cd play/play-scala
sbt stage
target/universal/stage/bin/play-scala -Dhttp.port=8080 -Dplay.http.secret.key='dfaadfasd'
cd spring
mvn install
java -jar target/spring-0.0.1-SNAPSHOT.jar
pip install django djangorestframework mongoengine django-rest-framework-mongoengine
cd django
python manage.py runserver 8080
cd golang
go build
./golang
Create a post:
curl -X POST -H 'Content-Type: application/json' \
-d '{"title": "test 1", "body": "this is my first post"}' \
http://localhost:8080/v1/posts
Get a post:
curl http://localhost:8080/v1/posts/{id}
$ wrk -c 500 -t 4 -s post.lua -d 30s http://localhost:8080/v1/posts
Running 30s test @ http://localhost:8080/v1/posts
4 threads and 500 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 63.02ms 29.98ms 344.36ms 75.69%
Req/Sec 0.98k 662.17 2.89k 81.54%
117458 requests in 30.08s, 25.65MB read
Socket errors: connect 253, read 21, write 0, timeout 0
Requests/sec: 3905.10
Transfer/sec: 0.85MB
$ wrk -c 500 -t 8 -s post.lua -d 30s http://localhost:8080/v1/posts
Running 30s test @ http://localhost:8080/v1/posts
8 threads and 500 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 47.82ms 18.79ms 284.28ms 75.29%
Req/Sec 638.84 363.91 1.53k 64.03%
152297 requests in 30.10s, 33.26MB read
Socket errors: connect 253, read 37, write 0, timeout 0
Requests/sec: 5059.82
Transfer/sec: 1.11MB
$ wrk -c 1000 -t 4 -s post.lua -d 30s http://localhost:8080/v1/posts
Running 30s test @ http://localhost:8080/v1/posts
4 threads and 1000 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 49.13ms 18.98ms 241.62ms 75.57%
Req/Sec 1.26k 570.32 2.47k 65.92%
150626 requests in 30.06s, 32.90MB read
Socket errors: connect 753, read 62, write 0, timeout 0
Requests/sec: 5010.62
Transfer/sec: 1.09MB
$ wrk -c 1000 -t 8 -s post.lua -d 30s http://localhost:8080/v1/posts
Running 30s test @ http://localhost:8080/v1/posts
8 threads and 1000 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 47.44ms 18.53ms 191.49ms 74.80%
Req/Sec 644.09 784.98 3.16k 87.45%
153507 requests in 30.10s, 33.52MB read
Socket errors: connect 757, read 77, write 16, timeout 0
Requests/sec: 5100.54
Transfer/sec: 1.11MB
$ wrk -c 500 -t 4 -d 30s http://localhost:8080/v1/posts/5bed883aa4b79e2cf9f3a0dd
Running 30s test @ http://localhost:8080/v1/posts/5bed883aa4b79e2cf9f3a0dd
4 threads and 500 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 67.09ms 68.06ms 1.60s 98.47%
Req/Sec 0.99k 256.05 1.70k 67.56%
117580 requests in 30.06s, 26.24MB read
Socket errors: connect 253, read 68, write 0, timeout 0
Requests/sec: 3910.91
Transfer/sec: 0.87MB
$ wrk -c 500 -t 8 -d 30s http://localhost:8080/v1/posts/5bed883aa4b79e2cf9f3a0dd
Running 30s test @ http://localhost:8080/v1/posts/5bed883aa4b79e2cf9f3a0dd
8 threads and 500 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 45.05ms 28.29ms 923.26ms 97.45%
Req/Sec 702.26 594.34 3.08k 45.52%
165574 requests in 30.06s, 36.95MB read
Socket errors: connect 253, read 102, write 1, timeout 0
Requests/sec: 5507.85
Transfer/sec: 1.23MB
$ wrk -c 1000 -t 4 -d 30s http://localhost:8080/v1/posts/5bed883aa4b79e2cf9f3a0dd
Running 30s test @ http://localhost:8080/v1/posts/5bed883aa4b79e2cf9f3a0dd
4 threads and 1000 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 45.63ms 23.51ms 819.48ms 94.36%
Req/Sec 2.75k 1.67k 5.99k 58.56%
163233 requests in 30.09s, 36.43MB read
Socket errors: connect 753, read 54, write 15, timeout 0
Requests/sec: 5424.42
Transfer/sec: 1.21MB
$ wrk -c 1000 -t 8 -d 30s http://localhost:8080/v1/posts/5bed883aa4b79e2cf9f3a0dd
Running 30s test @ http://localhost:8080/v1/posts/5bed883aa4b79e2cf9f3a0dd
8 threads and 1000 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 42.84ms 17.32ms 789.97ms 91.99%
Req/Sec 1.14k 1.21k 3.76k 66.80%
167579 requests in 30.10s, 37.40MB read
Socket errors: connect 757, read 198, write 61, timeout 0
Requests/sec: 5567.71
Transfer/sec: 1.24MB
$ wrk -c 500 -t 4 -s post.lua -d 30s http://localhost:8080/v1/posts
Running 30s test @ http://localhost:8080/v1/posts
4 threads and 500 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 69.98ms 76.47ms 2.00s 98.36%
Req/Sec 0.92k 579.24 2.27k 52.56%
109746 requests in 30.08s, 46.26MB read
Socket errors: connect 253, read 293, write 24, timeout 5
Requests/sec: 3647.89
Transfer/sec: 1.54MB
$ wrk -c 500 -t 8 -s post.lua -d 30s http://localhost:8080/v1/posts
Running 30s test @ http://localhost:8080/v1/posts
8 threads and 500 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 84.82ms 67.43ms 1.99s 95.94%
Req/Sec 586.48 313.13 1.26k 65.19%
84580 requests in 30.10s, 35.65MB read
Socket errors: connect 253, read 279, write 28, timeout 59
Requests/sec: 2809.85
Transfer/sec: 1.18MB
$ wrk -c 1000 -t 4 -s post.lua -d 30s http://localhost:8080/v1/posts
Running 30s test @ http://localhost:8080/v1/posts
4 threads and 1000 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 65.05ms 61.34ms 1.96s 98.29%
Req/Sec 0.94k 575.97 2.17k 52.72%
112070 requests in 30.06s, 47.24MB read
Socket errors: connect 753, read 309, write 74, timeout 2
Requests/sec: 3728.02
Transfer/sec: 1.57MB
$ wrk -c 1000 -t 8 -s post.lua -d 30s http://localhost:8080/v1/posts
Running 30s test @ http://localhost:8080/v1/posts
8 threads and 1000 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 64.90ms 42.75ms 1.30s 93.97%
Req/Sec 755.74 441.84 2.99k 64.78%
111666 requests in 30.11s, 47.07MB read
Socket errors: connect 757, read 220, write 29, timeout 0
Requests/sec: 3708.87
Transfer/sec: 1.56MB
$ wrk -c 500 -t 4 -d 30s http://localhost:8080/v1/posts/5beef289bcc1513ff8e67903
Running 30s test @ http://localhost:8080/v1/posts/5beef289bcc1513ff8e67903
4 threads and 500 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 52.15ms 40.77ms 784.61ms 89.59%
Req/Sec 1.23k 1.16k 3.83k 56.37%
143044 requests in 30.10s, 61.66MB read
Socket errors: connect 253, read 291, write 22, timeout 0
Requests/sec: 4752.67
Transfer/sec: 2.05MB
$ wrk -c 500 -t 8 -d 30s http://localhost:8080/v1/posts/5beef289bcc1513ff8e67903
Running 30s test @ http://localhost:8080/v1/posts/5beef289bcc1513ff8e67903
8 threads and 500 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 52.53ms 56.37ms 1.01s 92.32%
Req/Sec 847.09 593.08 2.70k 57.03%
147225 requests in 30.10s, 63.46MB read
Socket errors: connect 253, read 265, write 2, timeout 0
Requests/sec: 4890.85
Transfer/sec: 2.11MB
$ wrk -c 1000 -t 4 -d 30s http://localhost:8080/v1/posts/5beef289bcc1513ff8e67903
Running 30s test @ http://localhost:8080/v1/posts/5beef289bcc1513ff8e67903
4 threads and 1000 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 46.47ms 52.59ms 920.42ms 94.00%
Req/Sec 1.30k 813.51 4.30k 67.45%
154757 requests in 30.07s, 66.71MB read
Socket errors: connect 753, read 293, write 31, timeout 0
Requests/sec: 5146.82
Transfer/sec: 2.22MB
$ wrk -c 1000 -t 8 -d 30s http://localhost:8080/v1/posts/5beef289bcc1513ff8e67903
Running 30s test @ http://localhost:8080/v1/posts/5beef289bcc1513ff8e67903
8 threads and 1000 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 44.59ms 48.51ms 893.85ms 94.46%
Req/Sec 786.30 635.63 2.73k 48.87%
163604 requests in 30.09s, 70.52MB read
Socket errors: connect 757, read 304, write 27, timeout 0
Requests/sec: 5438.03
Transfer/sec: 2.34MB
$ wrk -c 500 -t 4 -s post.lua -d 30s http://localhost:8080/v1/posts
Running 30s test @ http://localhost:8080/v1/posts
4 threads and 500 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 464.10ms 388.20ms 2.00s 78.78%
Req/Sec 170.09 113.88 484.00 59.95%
14368 requests in 30.04s, 6.12MB read
Socket errors: connect 253, read 281, write 11, timeout 138
Requests/sec: 478.37
Transfer/sec: 208.82KB
$ wrk -c 500 -t 8 -s post.lua -d 30s http://localhost:8080/v1/posts
Running 30s test @ http://localhost:8080/v1/posts
8 threads and 500 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 463.94ms 394.18ms 1.99s 79.66%
Req/Sec 82.91 51.94 373.00 66.37%
14159 requests in 30.08s, 6.04MB read
Socket errors: connect 253, read 252, write 6, timeout 172
Requests/sec: 470.75
Transfer/sec: 205.49KB
$ wrk -c 1000 -t 4 -s post.lua -d 30s http://localhost:8080/v1/posts
Running 30s test @ http://localhost:8080/v1/posts
4 threads and 1000 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 480.50ms 396.64ms 2.00s 77.82%
Req/Sec 118.34 67.45 440.00 62.07%
14067 requests in 30.09s, 6.00MB read
Socket errors: connect 753, read 266, write 67, timeout 125
Requests/sec: 467.51
Transfer/sec: 204.08KB
$ wrk -c 1000 -t 8 -s post.lua -d 30s http://localhost:8080/v1/posts
Running 30s test @ http://localhost:8080/v1/posts
8 threads and 1000 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 510.06ms 400.67ms 2.00s 65.32%
Req/Sec 117.82 83.28 564.00 61.99%
13628 requests in 30.03s, 5.81MB read
Socket errors: connect 757, read 117, write 54, timeout 131
Requests/sec: 453.86
Transfer/sec: 198.12KB
$ wrk -c 500 -t 4 -d 30s http://localhost:8080/v1/posts/5bed62b20f000079618c2411
Running 30s test @ http://localhost:8080/v1/posts/5bed62b20f000079618c2411
4 threads and 500 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 65.04ms 32.63ms 344.82ms 70.89%
Req/Sec 0.91k 527.90 2.09k 52.67%
108628 requests in 30.10s, 47.34MB read
Socket errors: connect 253, read 299, write 13, timeout 0
Requests/sec: 3609.44
Transfer/sec: 1.57MB
$ wrk -c 500 -t 8 -d 30s http://localhost:8080/v1/posts/5bed62b20f000079618c2411
Running 30s test @ http://localhost:8080/v1/posts/5bed62b20f000079618c2411
8 threads and 500 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 76.50ms 48.61ms 474.58ms 75.31%
Req/Sec 406.80 333.58 1.30k 54.43%
95096 requests in 30.07s, 41.45MB read
Socket errors: connect 253, read 49, write 1, timeout 0
Requests/sec: 3162.29
Transfer/sec: 1.38MB
$ wrk -c 1000 -t 4 -d 30s http://localhost:8080/v1/posts/5bed62b20f000079618c2411
Running 30s test @ http://localhost:8080/v1/posts/5bed62b20f000079618c2411
4 threads and 1000 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 69.59ms 43.46ms 497.56ms 73.38%
Req/Sec 0.87k 809.94 2.63k 66.92%
101389 requests in 30.07s, 44.19MB read
Socket errors: connect 753, read 266, write 4, timeout 0
Requests/sec: 3371.22
Transfer/sec: 1.47MB
$ wrk -c 1000 -t 8 -d 30s http://localhost:8080/v1/posts/5bed62b20f000079618c2411
Running 30s test @ http://localhost:8080/v1/posts/5bed62b20f000079618c2411
8 threads and 1000 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 71.89ms 43.83ms 562.46ms 74.98%
Req/Sec 849.70 618.43 2.79k 54.84%
100955 requests in 30.11s, 44.00MB read
Socket errors: connect 757, read 0, write 0, timeout 0
Requests/sec: 3353.32
Transfer/sec: 1.46MB
$ wrk -c 500 -t 4 -s post.lua -d 30s http://localhost:8080/v1/posts
Running 30s test @ http://localhost:8080/v1/posts
4 threads and 500 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 41.44ms 27.27ms 396.72ms 81.14%
Req/Sec 1.50k 1.06k 4.26k 68.00%
179382 requests in 30.08s, 26.69MB read
Socket errors: connect 253, read 0, write 0, timeout 0
Requests/sec: 5962.54
Transfer/sec: 0.89MB
$ wrk -c 500 -t 8 -s post.lua -d 30s http://localhost:8080/v1/posts
Running 30s test @ http://localhost:8080/v1/posts
8 threads and 500 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 48.32ms 50.73ms 1.95s 93.42%
Req/Sec 740.89 651.99 2.32k 61.24%
154238 requests in 30.10s, 22.95MB read
Socket errors: connect 253, read 5, write 1, timeout 23
Requests/sec: 5124.14
Transfer/sec: 780.64KB
$ wrk -c 1000 -t 4 -s post.lua -d 30s http://localhost:8080/v1/posts
Running 30s test @ http://localhost:8080/v1/posts
4 threads and 1000 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 36.16ms 22.65ms 450.17ms 83.13%
Req/Sec 1.71k 1.41k 4.22k 63.47%
203962 requests in 30.07s, 30.34MB read
Socket errors: connect 753, read 126, write 68, timeout 0
Requests/sec: 6782.80
Transfer/sec: 1.01MB
$ wrk -c 1000 -t 8 -s post.lua -d 30s http://localhost:8080/v1/posts
Running 30s test @ http://localhost:8080/v1/posts
8 threads and 1000 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 36.84ms 23.51ms 373.72ms 82.30%
Req/Sec 1.65k 1.15k 4.33k 55.17%
197816 requests in 30.10s, 29.43MB read
Socket errors: connect 757, read 127, write 18, timeout 0
Requests/sec: 6572.11
Transfer/sec: 0.98MB
$ wrk -c 500 -t 4 -d 30s http://localhost:8080/v1/posts/5bec10f83a395113af848871
Running 30s test @ http://localhost:8080/v1/posts/5bec10f83a395113af848871
4 threads and 500 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 36.27ms 20.90ms 396.74ms 80.53%
Req/Sec 3.44k 607.37 4.81k 66.17%
205662 requests in 30.09s, 32.56MB read
Socket errors: connect 253, read 107, write 24, timeout 0
Requests/sec: 6835.16
Transfer/sec: 1.08MB
$ wrk -c 500 -t 8 -d 30s http://localhost:8080/v1/posts/5bec10f83a395113af848871
Running 30s test @ http://localhost:8080/v1/posts/5bec10f83a395113af848871
8 threads and 500 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 36.49ms 23.19ms 402.01ms 81.68%
Req/Sec 1.68k 353.14 2.65k 69.42%
200917 requests in 30.05s, 31.81MB read
Socket errors: connect 253, read 92, write 57, timeout 0
Requests/sec: 6685.59
Transfer/sec: 1.06MB
$ wrk -c 1000 -t 4 -d 30s http://localhost:8080/v1/posts/5bec10f83a395113af848871
Running 30s test @ http://localhost:8080/v1/posts/5bec10f83a395113af848871
4 threads and 1000 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 35.60ms 20.76ms 411.18ms 81.69%
Req/Sec 6.96k 1.38k 9.60k 71.67%
207846 requests in 30.08s, 32.90MB read
Socket errors: connect 753, read 0, write 0, timeout 0
Requests/sec: 6909.20
Transfer/sec: 1.09MB
$ wrk -c 1000 -t 8 -d 30s http://localhost:8080/v1/posts/5bec10f83a395113af848871
Running 30s test @ http://localhost:8080/v1/posts/5bec10f83a395113af848871
8 threads and 1000 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 37.17ms 24.37ms 558.02ms 84.62%
Req/Sec 0.94k 1.06k 4.70k 86.09%
196397 requests in 30.08s, 31.09MB read
Socket errors: connect 757, read 10, write 0, timeout 0
Requests/sec: 6528.66
Transfer/sec: 1.03MB
$ wrk -c 500 -t 4 -s post.lua -d 30s http://localhost:8080/v1/posts/
Running 30s test @ http://localhost:8080/v1/posts/
4 threads and 500 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 79.42ms 37.51ms 501.98ms 93.02%
Req/Sec 42.34 21.86 130.00 61.84%
4942 requests in 30.10s, 1.44MB read
Socket errors: connect 253, read 5882, write 242, timeout 0
Requests/sec: 164.19
Transfer/sec: 49.07KB
$ wrk -c 500 -t 8 -s post.lua -d 30s http://localhost:8080/v1/posts/
Running 30s test @ http://localhost:8080/v1/posts/
8 threads and 500 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 93.82ms 54.96ms 479.91ms 91.18%
Req/Sec 33.88 22.75 131.00 62.56%
4579 requests in 30.10s, 1.34MB read
Socket errors: connect 253, read 5504, write 258, timeout 0
Requests/sec: 152.13
Transfer/sec: 45.47KB
$ wrk -c 1000 -t 4 -s post.lua -d 30s http://localhost:8080/v1/posts/
Running 30s test @ http://localhost:8080/v1/posts/
4 threads and 1000 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 119.68ms 93.55ms 706.14ms 90.12%
Req/Sec 38.34 24.23 200.00 69.69%
4342 requests in 30.05s, 1.27MB read
Socket errors: connect 753, read 5261, write 327, timeout 0
Requests/sec: 144.47
Transfer/sec: 43.17KB
$ wrk -c 1000 -t 8 -s post.lua -d 30s http://localhost:8080/v1/posts/
Running 30s test @ http://localhost:8080/v1/posts/
8 threads and 1000 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 102.64ms 66.73ms 585.40ms 88.83%
Req/Sec 50.07 39.44 430.00 68.92%
4583 requests in 30.10s, 1.34MB read
Socket errors: connect 757, read 5445, write 320, timeout 0
Requests/sec: 152.27
Transfer/sec: 45.51KB
$ wrk -c 500 -t 4 -d 30s http://localhost:8080/v1/posts/5beebd52fa77d52dc486d903/
Running 30s test @ http://localhost:8080/v1/posts/5beebd52fa77d52dc486d903/
4 threads and 500 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 85.87ms 42.52ms 532.99ms 92.26%
Req/Sec 41.51 23.77 210.00 70.97%
4830 requests in 30.10s, 1.50MB read
Socket errors: connect 253, read 5701, write 242, timeout 0
Requests/sec: 160.46
Transfer/sec: 50.93KB
$ wrk -c 500 -t 8 -d 30s http://localhost:8080/v1/posts/5beebd52fa77d52dc486d903/
Running 30s test @ http://localhost:8080/v1/posts/5beebd52fa77d52dc486d903/
8 threads and 500 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 144.49ms 129.35ms 990.10ms 89.73%
Req/Sec 26.68 22.90 242.00 81.20%
4285 requests in 30.09s, 1.33MB read
Socket errors: connect 253, read 5391, write 332, timeout 0
Requests/sec: 142.41
Transfer/sec: 45.20KB
$ wrk -c 1000 -t 4 -d 30s http://localhost:8080/v1/posts/5beebd52fa77d52dc486d903/
Running 30s test @ http://localhost:8080/v1/posts/5beebd52fa77d52dc486d903/
4 threads and 1000 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 104.24ms 80.80ms 878.07ms 91.17%
Req/Sec 40.74 26.22 198.00 71.06%
4665 requests in 30.03s, 1.45MB read
Socket errors: connect 753, read 5691, write 307, timeout 0
Requests/sec: 155.34
Transfer/sec: 49.30KB
$ wrk -c 1000 -t 8 -d 30s http://localhost:8080/v1/posts/5beebd52fa77d52dc486d903/
Running 30s test @ http://localhost:8080/v1/posts/5beebd52fa77d52dc486d903/
8 threads and 1000 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 512.83ms 453.49ms 1.93s 75.79%
Req/Sec 39.76 28.70 300.00 72.93%
4503 requests in 30.10s, 1.40MB read
Socket errors: connect 757, read 7529, write 168, timeout 5
Requests/sec: 149.61
Transfer/sec: 47.49KB
$ wrk -c 500 -t 4 -s post.lua -d 30s http://localhost:8080/v1/posts
Running 30s test @ http://localhost:8080/v1/posts
4 threads and 500 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 21.09ms 6.51ms 125.01ms 80.74%
Req/Sec 2.93k 2.25k 7.57k 73.50%
349536 requests in 30.04s, 63.00MB read
Socket errors: connect 253, read 37, write 0, timeout 0
Requests/sec: 11634.90
Transfer/sec: 2.10MB
$ wrk -c 500 -t 8 -s post.lua -d 30s http://localhost:8080/v1/posts
Running 30s test @ http://localhost:8080/v1/posts
8 threads and 500 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 23.36ms 4.84ms 78.94ms 88.35%
Req/Sec 1.74k 1.05k 3.42k 59.26%
311999 requests in 30.08s, 56.24MB read
Socket errors: connect 253, read 0, write 0, timeout 0
Requests/sec: 10371.19
Transfer/sec: 1.87MB
$ wrk -c 1000 -t 4 -s post.lua -d 30s http://localhost:8080/v1/posts
Running 30s test @ http://localhost:8080/v1/posts
4 threads and 1000 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 21.38ms 5.78ms 120.86ms 86.51%
Req/Sec 3.85k 2.13k 7.94k 65.89%
344705 requests in 30.07s, 62.13MB read
Socket errors: connect 753, read 37, write 0, timeout 0
Requests/sec: 11464.08
Transfer/sec: 2.07MB
$ wrk -c 1000 -t 8 -s post.lua -d 30s http://localhost:8080/v1/posts
Running 30s test @ http://localhost:8080/v1/posts
8 threads and 1000 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 18.96ms 3.36ms 73.13ms 87.70%
Req/Sec 2.57k 2.25k 6.51k 50.40%
384062 requests in 30.09s, 69.23MB read
Socket errors: connect 757, read 41, write 0, timeout 0
Requests/sec: 12762.16
Transfer/sec: 2.30MB
$ wrk -c 500 -t 4 -d 30s http://localhost:8080/v1/posts/5beef545699a6e40e84a5730
Running 30s test @ http://localhost:8080/v1/posts/5beef545699a6e40e84a5730
4 threads and 500 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 22.12ms 8.61ms 184.85ms 91.99%
Req/Sec 2.81k 1.11k 5.43k 69.58%
335959 requests in 30.08s, 63.76MB read
Socket errors: connect 253, read 37, write 0, timeout 0
Requests/sec: 11169.41
Transfer/sec: 2.12MB
$ wrk -c 500 -t 8 -d 30s http://localhost:8080/v1/posts/5beef545699a6e40e84a5730
Running 30s test @ http://localhost:8080/v1/posts/5beef545699a6e40e84a5730
8 threads and 500 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 20.40ms 3.15ms 84.12ms 85.35%
Req/Sec 1.71k 1.19k 3.57k 50.86%
357242 requests in 30.09s, 67.80MB read
Socket errors: connect 253, read 0, write 0, timeout 0
Requests/sec: 11872.05
Transfer/sec: 2.25MB
$ wrk -c 1000 -t 4 -d 30s http://localhost:8080/v1/posts/5beef545699a6e40e84a5730
Running 30s test @ http://localhost:8080/v1/posts/5beef545699a6e40e84a5730
4 threads and 1000 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 20.95ms 4.33ms 73.23ms 86.39%
Req/Sec 2.95k 2.57k 7.73k 52.42%
352000 requests in 30.08s, 66.80MB read
Socket errors: connect 753, read 41, write 0, timeout 0
Requests/sec: 11704.07
Transfer/sec: 2.22MB
$ wrk -c 1000 -t 8 -d 30s http://localhost:8080/v1/posts/5beef545699a6e40e84a5730
Running 30s test @ http://localhost:8080/v1/posts/5beef545699a6e40e84a5730
8 threads and 1000 connections
Thread Stats Avg Stdev Max +/- Stdev
Latency 20.19ms 2.89ms 70.84ms 85.32%
Req/Sec 2.01k 1.81k 5.22k 52.22%
360817 requests in 30.08s, 68.48MB read
Socket errors: connect 757, read 62, write 55, timeout 0
Requests/sec: 11995.86
Transfer/sec: 2.28MB