COMPAS serialization benchmark

generated 2026-10-16 21:24 · preset quick · repeat 5 · seed 42 · compas 2.15.1 · @py3: compas 2.15.0 (remove-future @ 6fb509e + 0001-accept-frame-components-and-declare-typing-extensions.patch)

Show formats

31/31 of compas_pb's serializable types are benchmarked. — full coverage.

json · compact text, losslesscompas_pb · protobuf binary, double + flat arrays (optimized)json@py3 · compact text, lossless (compas variant 'py3')

arcs

Round-trip time

1,000 elements

json

28.3 ms

compas_pb

17.6 ms

json@py3

29.6 ms

10,000 elements

json

295.0 ms

compas_pb

183.5 ms

json@py3

302.5 ms

Wire size

1,000 elements

json

262.0 KB

compas_pb

130.9 KB

json@py3

262.0 KB

10,000 elements

json

2.6 MB

compas_pb

1.3 MB

json@py3

2.6 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	262.0 KB	1.0×	6.1 ms	22.2 ms	28.3 ms	12.062	1.5 MB	✓ yes
1,000	compas_pb	130.9 KB	2.002×	5.0 ms	12.6 ms	17.6 ms	10.617	1.1 MB	✓ yes
1,000	json@py3	262.0 KB	1.0×	6.3 ms	23.3 ms	29.6 ms	11.493	1.5 MB	✓ yes
10,000	json	2.6 MB	1.0×	61.3 ms	233.7 ms	295.0 ms	11.479	14.7 MB	✓ yes
10,000	compas_pb	1.3 MB	2.002×	49.8 ms	133.7 ms	183.5 ms	10.026	11.1 MB	✓ yes
10,000	json@py3	2.6 MB	1.0×	63.9 ms	238.6 ms	302.5 ms	11.242	14.5 MB	✓ yes

beziers

Round-trip time

1,000 elements

json

16.0 ms

compas_pb

9.5 ms

json@py3

16.0 ms

10,000 elements

json

170.3 ms

compas_pb

99.0 ms

json@py3

167.6 ms

Wire size

1,000 elements

json

325.4 KB

compas_pb

151.4 KB

json@py3

325.4 KB

10,000 elements

json

3.2 MB

compas_pb

1.5 MB

json@py3

3.2 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	325.4 KB	1.0×	7.6 ms	8.5 ms	16.0 ms	39.431	1.6 MB	✓ yes
1,000	compas_pb	151.4 KB	2.15×	4.1 ms	5.4 ms	9.5 ms	28.969	1.1 MB	✓ yes
1,000	json@py3	325.4 KB	1.0×	7.8 ms	8.3 ms	16.0 ms	40.344	1.5 MB	✓ yes
10,000	json	3.2 MB	1.0×	75.7 ms	94.7 ms	170.3 ms	35.201	15.5 MB	✓ yes
10,000	compas_pb	1.5 MB	2.15×	41.8 ms	57.2 ms	99.0 ms	27.102	11.2 MB	✓ yes
10,000	json@py3	3.2 MB	1.0×	78.0 ms	89.7 ms	167.6 ms	37.163	15.2 MB	✓ yes

boxes

Round-trip time

1,000 elements

json

28.7 ms

compas_pb

16.8 ms

json@py3

29.3 ms

10,000 elements

json

294.6 ms

compas_pb

173.0 ms

json@py3

299.1 ms

Wire size

1,000 elements

json

278.9 KB

compas_pb

127.9 KB

json@py3

278.9 KB

10,000 elements

json

2.7 MB

compas_pb

1.2 MB

json@py3

2.7 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	278.9 KB	1.0×	6.3 ms	22.3 ms	28.7 ms	12.786	1.5 MB	✓ yes
1,000	compas_pb	127.9 KB	2.18×	4.6 ms	12.2 ms	16.8 ms	10.728	1.2 MB	✓ yes
1,000	json@py3	278.9 KB	1.0×	6.6 ms	22.7 ms	29.3 ms	12.597	1.5 MB	✓ yes
10,000	json	2.7 MB	1.0×	62.3 ms	232.3 ms	294.6 ms	12.29	15.3 MB	✓ yes
10,000	compas_pb	1.2 MB	2.18×	46.7 ms	126.3 ms	173.0 ms	10.37	11.5 MB	✓ yes
10,000	json@py3	2.7 MB	1.0×	64.2 ms	234.9 ms	299.1 ms	12.158	15.3 MB	✓ yes

capsules

Round-trip time

1,000 elements

json

27.7 ms

compas_pb

16.6 ms

json@py3

28.7 ms

10,000 elements

json

285.7 ms

compas_pb

169.8 ms

json@py3

295.0 ms

Wire size

1,000 elements

json

259.6 KB

compas_pb

122.1 KB

json@py3

259.6 KB

10,000 elements

json

2.5 MB

compas_pb

1.2 MB

json@py3

2.5 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	259.6 KB	1.0×	6.0 ms	21.7 ms	27.7 ms	12.26	1.5 MB	✓ yes
1,000	compas_pb	122.1 KB	2.127×	4.6 ms	12.0 ms	16.6 ms	10.41	1.1 MB	✓ yes
1,000	json@py3	259.6 KB	1.0×	6.2 ms	22.5 ms	28.7 ms	11.792	1.5 MB	✓ yes
10,000	json	2.5 MB	1.0×	59.4 ms	226.2 ms	285.7 ms	11.749	14.7 MB	✓ yes
10,000	compas_pb	1.2 MB	2.127×	44.8 ms	125.0 ms	169.8 ms	9.997	11.1 MB	✓ yes
10,000	json@py3	2.5 MB	1.0×	61.4 ms	233.6 ms	295.0 ms	11.38	14.7 MB	✓ yes

circles

Round-trip time

1,000 elements

json

28.1 ms

compas_pb

16.5 ms

json@py3

27.7 ms

10,000 elements

json

280.5 ms

compas_pb

170.4 ms

json@py3

284.6 ms

Wire size

1,000 elements

json

231.6 KB

compas_pb

112.3 KB

json@py3

231.6 KB

10,000 elements

json

2.3 MB

compas_pb

1.1 MB

json@py3

2.3 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	231.6 KB	1.0×	5.7 ms	22.4 ms	28.1 ms	10.585	1.4 MB	✓ yes
1,000	compas_pb	112.3 KB	2.062×	4.4 ms	12.1 ms	16.5 ms	9.52	1.0 MB	✓ yes
1,000	json@py3	231.6 KB	1.0×	5.8 ms	21.9 ms	27.7 ms	10.838	1.4 MB	✓ yes
10,000	json	2.3 MB	1.0×	55.7 ms	224.8 ms	280.5 ms	10.553	13.6 MB	✓ yes
10,000	compas_pb	1.1 MB	2.063×	45.1 ms	125.3 ms	170.4 ms	9.179	10.3 MB	✓ yes
10,000	json@py3	2.3 MB	1.0×	56.5 ms	228.2 ms	284.6 ms	10.397	13.4 MB	✓ yes

cones

Round-trip time

1,000 elements

json

27.8 ms

compas_pb

16.5 ms

json@py3

28.7 ms

10,000 elements

json

306.4 ms

compas_pb

173.0 ms

json@py3

293.7 ms

Wire size

1,000 elements

json

256.5 KB

compas_pb

119.2 KB

json@py3

256.5 KB

10,000 elements

json

2.5 MB

compas_pb

1.2 MB

json@py3

2.5 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	256.5 KB	1.0×	6.1 ms	21.7 ms	27.8 ms	12.089	1.5 MB	✓ yes
1,000	compas_pb	119.2 KB	2.153×	4.5 ms	12.0 ms	16.5 ms	10.182	1.1 MB	✓ yes
1,000	json@py3	256.5 KB	1.0×	6.2 ms	22.5 ms	28.7 ms	11.681	1.5 MB	✓ yes
10,000	json	2.5 MB	1.0×	59.6 ms	246.8 ms	306.4 ms	10.643	14.7 MB	✓ yes
10,000	compas_pb	1.2 MB	2.153×	45.3 ms	127.8 ms	173.0 ms	9.55	11.1 MB	✓ yes
10,000	json@py3	2.5 MB	1.0×	60.8 ms	233.0 ms	293.7 ms	11.274	14.7 MB	✓ yes

cylinders

Round-trip time

1,000 elements

json

28.9 ms

compas_pb

16.6 ms

json@py3

28.8 ms

10,000 elements

json

289.9 ms

compas_pb

170.9 ms

json@py3

293.5 ms

Wire size

1,000 elements

json

260.4 KB

compas_pb

123.1 KB

json@py3

260.4 KB

10,000 elements

json

2.5 MB

compas_pb

1.2 MB

json@py3

2.5 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	260.4 KB	1.0×	6.0 ms	23.0 ms	28.9 ms	11.615	1.5 MB	✓ yes
1,000	compas_pb	123.1 KB	2.116×	4.6 ms	12.0 ms	16.6 ms	10.461	1.1 MB	✓ yes
1,000	json@py3	260.4 KB	1.0×	6.3 ms	22.5 ms	28.8 ms	11.86	1.5 MB	✓ yes
10,000	json	2.5 MB	1.0×	61.4 ms	228.5 ms	289.9 ms	11.669	14.7 MB	✓ yes
10,000	compas_pb	1.2 MB	2.116×	45.9 ms	125.0 ms	170.9 ms	10.083	11.1 MB	✓ yes
10,000	json@py3	2.5 MB	1.0×	61.4 ms	232.1 ms	293.5 ms	11.487	14.8 MB	✓ yes

ellipses

Round-trip time

1,000 elements

json

28.1 ms

compas_pb

16.9 ms

json@py3

28.3 ms

10,000 elements

json

289.3 ms

compas_pb

174.5 ms

json@py3

290.1 ms

Wire size

1,000 elements

json

257.6 KB

compas_pb

122.1 KB

json@py3

257.6 KB

10,000 elements

json

2.5 MB

compas_pb

1.2 MB

json@py3

2.5 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	257.6 KB	1.0×	6.0 ms	22.1 ms	28.1 ms	11.909	1.4 MB	✓ yes
1,000	compas_pb	122.1 KB	2.11×	4.6 ms	12.3 ms	16.9 ms	10.133	1.1 MB	✓ yes
1,000	json@py3	257.6 KB	1.0×	6.1 ms	22.2 ms	28.3 ms	11.884	1.4 MB	✓ yes
10,000	json	2.5 MB	1.0×	61.2 ms	228.1 ms	289.3 ms	11.565	14.3 MB	✓ yes
10,000	compas_pb	1.2 MB	2.11×	45.9 ms	128.7 ms	174.5 ms	9.716	10.7 MB	✓ yes
10,000	json@py3	2.5 MB	1.0×	61.2 ms	228.9 ms	290.1 ms	11.523	14.1 MB	✓ yes

frames

Round-trip time

1,000 elements

json

19.8 ms

compas_pb

15.4 ms

json@py3

19.8 ms

10,000 elements

json

201.1 ms

compas_pb

157.6 ms

json@py3

204.5 ms

Wire size

1,000 elements

json

288.9 KB

compas_pb

137.7 KB

json@py3

288.9 KB

10,000 elements

json

2.8 MB

compas_pb

1.3 MB

json@py3

2.8 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	max err	lossless
1,000	json	288.9 KB	1.0×	6.5 ms	13.3 ms	19.8 ms	22.223	1.3 MB	4.4e-16	✗ no
1,000	compas_pb	137.7 KB	2.098×	4.3 ms	11.2 ms	15.4 ms	12.598	882.6 KB	4.4e-16	✗ no
1,000	json@py3	288.9 KB	1.0×	6.5 ms	13.3 ms	19.8 ms	22.302	1.3 MB	4.4e-16	✗ no
10,000	json	2.8 MB	1.0×	65.7 ms	135.4 ms	201.1 ms	21.85	12.5 MB	5.6e-16	✗ no
10,000	compas_pb	1.3 MB	2.099×	42.5 ms	115.0 ms	157.6 ms	12.256	8.6 MB	5.6e-16	✗ no
10,000	json@py3	2.8 MB	1.0×	66.5 ms	138.0 ms	204.5 ms	21.444	12.5 MB	5.6e-16	✗ no

graph

Round-trip time

1,000 elements

json

16.4 ms

compas_pb

3.5 ms

json@py3

16.6 ms

10,000 elements

json

183.0 ms

compas_pb

35.8 ms

json@py3

192.2 ms

Wire size

1,000 elements

json

74.9 KB

compas_pb

36.3 KB

json@py3

74.9 KB

10,000 elements

json

775.1 KB

compas_pb

360.2 KB

json@py3

775.1 KB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	74.9 KB	1.0×	1.5 ms	15.0 ms	16.4 ms	5.12	1.7 MB	✓ yes
1,000	compas_pb	36.3 KB	2.064×	1.4 ms	2.1 ms	3.5 ms	17.494	1.0 MB	✓ yes
1,000	json@py3	74.9 KB	1.0×	1.5 ms	15.2 ms	16.6 ms	5.064	1.8 MB	✓ yes
10,000	json	775.1 KB	1.0×	15.0 ms	168.0 ms	183.0 ms	4.725	17.0 MB	✓ yes
10,000	compas_pb	360.2 KB	2.152×	13.4 ms	22.3 ms	35.8 ms	16.517	10.0 MB	✓ yes
10,000	json@py3	775.1 KB	1.0×	15.3 ms	176.9 ms	192.2 ms	4.487	17.0 MB	✓ yes

hyperbolas

Round-trip time

1,000 elements

json

28.1 ms

compas_pb

19.0 ms

json@py3

29.2 ms

10,000 elements

json

288.8 ms

compas_pb

173.5 ms

json@py3

299.4 ms

Wire size

1,000 elements

json

259.5 KB

compas_pb

124.0 KB

json@py3

270.3 KB

10,000 elements

json

2.5 MB

compas_pb

1.2 MB

json@py3

2.6 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	259.5 KB	1.0×	5.9 ms	22.2 ms	28.1 ms	11.97	1.4 MB	✓ yes
1,000	compas_pb	124.0 KB	2.092×	4.5 ms	14.5 ms	19.0 ms	8.782	1.1 MB	✓ yes
1,000	json@py3	270.3 KB	0.96×	6.4 ms	22.8 ms	29.2 ms	12.132	1.5 MB	✓ yes
10,000	json	2.5 MB	1.0×	59.6 ms	229.2 ms	288.8 ms	11.598	14.3 MB	✓ yes
10,000	compas_pb	1.2 MB	2.093×	46.3 ms	127.3 ms	173.5 ms	9.979	10.7 MB	✓ yes
10,000	json@py3	2.6 MB	0.96×	63.9 ms	235.5 ms	299.4 ms	11.752	14.4 MB	✓ yes

lines

Round-trip time

1,000 elements

json

13.3 ms

compas_pb

10.1 ms

json@py3

13.7 ms

10,000 elements

json

132.9 ms

compas_pb

104.7 ms

json@py3

138.1 ms

Wire size

1,000 elements

json

213.0 KB

compas_pb

106.5 KB

json@py3

213.0 KB

10,000 elements

json

2.1 MB

compas_pb

1.0 MB

json@py3

2.1 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	213.0 KB	1.0×	6.0 ms	7.2 ms	13.3 ms	30.238	998.1 KB	✓ yes
1,000	compas_pb	106.5 KB	2.001×	4.7 ms	5.4 ms	10.1 ms	20.151	663.3 KB	✓ yes
1,000	json@py3	213.0 KB	1.0×	6.2 ms	7.5 ms	13.7 ms	28.905	973.4 KB	✓ yes
10,000	json	2.1 MB	1.0×	60.5 ms	72.4 ms	132.9 ms	30.111	9.6 MB	✓ yes
10,000	compas_pb	1.0 MB	2.001×	48.0 ms	56.7 ms	104.7 ms	19.22	6.5 MB	✓ yes
10,000	json@py3	2.1 MB	1.0×	61.5 ms	76.6 ms	138.1 ms	28.46	9.4 MB	✓ yes

mesh

Round-trip time

1,000 elements

json

4.6 ms

compas_pb

3.7 ms

json@py3

4.8 ms

10,000 elements

json

49.5 ms

compas_pb

37.6 ms

json@py3

49.8 ms

Wire size

1,000 elements

json

80.2 KB

compas_pb

32.1 KB

json@py3

80.2 KB

10,000 elements

json

864.1 KB

compas_pb

320.3 KB

json@py3

864.1 KB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	80.2 KB	1.0×	1.3 ms	3.3 ms	4.6 ms	24.635	1.4 MB	✓ yes
1,000	compas_pb	32.1 KB	2.496×	0.8 ms	2.9 ms	3.7 ms	11.464	816.9 KB	✓ yes
1,000	json@py3	80.2 KB	1.0×	1.3 ms	3.5 ms	4.8 ms	23.535	1.4 MB	✓ yes
10,000	json	864.1 KB	1.0×	13.0 ms	36.5 ms	49.5 ms	24.254	13.9 MB	✓ yes
10,000	compas_pb	320.3 KB	2.698×	8.3 ms	29.3 ms	37.6 ms	11.204	7.9 MB	✓ yes
10,000	json@py3	864.1 KB	1.0×	12.9 ms	36.9 ms	49.8 ms	23.963	13.9 MB	✓ yes

mesh_attrs

Round-trip time

1,000 elements

json

5.3 ms

compas_pb

3.9 ms

json@py3

5.4 ms

10,000 elements

json

55.9 ms

compas_pb

40.9 ms

json@py3

56.9 ms

Wire size

1,000 elements

json

109.5 KB

compas_pb

40.2 KB

json@py3

109.5 KB

10,000 elements

json

1.1 MB

compas_pb

398.5 KB

json@py3

1.1 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	109.5 KB	1.0×	1.7 ms	3.6 ms	5.3 ms	30.715	1.4 MB	✓ yes
1,000	compas_pb	40.2 KB	2.726×	0.9 ms	3.0 ms	3.9 ms	13.859	896.7 KB	✓ yes
1,000	json@py3	109.5 KB	1.0×	1.7 ms	3.7 ms	5.4 ms	30.534	1.4 MB	✓ yes
10,000	json	1.1 MB	1.0×	16.8 ms	39.1 ms	55.9 ms	30.113	14.4 MB	✓ yes
10,000	compas_pb	398.5 KB	2.886×	9.7 ms	31.2 ms	40.9 ms	13.085	8.6 MB	✓ yes
10,000	json@py3	1.1 MB	1.0×	17.2 ms	39.7 ms	56.9 ms	29.667	14.4 MB	✓ yes

parabolas

Round-trip time

1,000 elements

json

29.2 ms

compas_pb

16.5 ms

json@py3

28.0 ms

10,000 elements

json

284.3 ms

compas_pb

169.2 ms

json@py3

285.5 ms

Wire size

1,000 elements

json

232.9 KB

compas_pb

114.3 KB

json@py3

232.9 KB

10,000 elements

json

2.3 MB

compas_pb

1.1 MB

json@py3

2.3 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	232.9 KB	1.0×	7.0 ms	22.1 ms	29.2 ms	10.77	1.4 MB	✓ yes
1,000	compas_pb	114.3 KB	2.039×	4.5 ms	12.0 ms	16.5 ms	9.736	1.0 MB	✓ yes
1,000	json@py3	232.9 KB	1.0×	5.8 ms	22.2 ms	28.0 ms	10.728	1.4 MB	✓ yes
10,000	json	2.3 MB	1.0×	56.8 ms	227.5 ms	284.3 ms	10.483	13.6 MB	✓ yes
10,000	compas_pb	1.1 MB	2.039×	44.7 ms	124.5 ms	169.2 ms	9.399	10.3 MB	✓ yes
10,000	json@py3	2.3 MB	1.0×	58.3 ms	227.2 ms	285.5 ms	10.497	13.4 MB	✓ yes

planes

Round-trip time

1,000 elements

json

11.7 ms

compas_pb

8.7 ms

json@py3

11.9 ms

10,000 elements

json

120.3 ms

compas_pb

89.8 ms

json@py3

120.7 ms

Wire size

1,000 elements

json

219.9 KB

compas_pb

107.4 KB

json@py3

219.9 KB

10,000 elements

json

2.1 MB

compas_pb

1.0 MB

json@py3

2.1 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	max err	lossless
1,000	json	219.9 KB	1.0×	4.9 ms	6.9 ms	11.7 ms	32.736	964.2 KB	2.2e-16	✗ no
1,000	compas_pb	107.4 KB	2.046×	3.6 ms	5.1 ms	8.7 ms	21.43	616.4 KB	2.2e-16	✗ no
1,000	json@py3	219.9 KB	1.0×	5.0 ms	6.9 ms	11.9 ms	32.565	951.5 KB	2.2e-16	✗ no
10,000	json	2.1 MB	1.0×	48.5 ms	71.8 ms	120.3 ms	31.375	9.2 MB	2.2e-16	✗ no
10,000	compas_pb	1.0 MB	2.047×	36.2 ms	53.6 ms	89.8 ms	20.532	6.0 MB	2.2e-16	✗ no
10,000	json@py3	2.1 MB	1.0×	49.9 ms	70.8 ms	120.7 ms	31.785	9.2 MB	2.2e-16	✗ no

pointcloud

Round-trip time

10,000 elements

json

24.7 ms

compas_pb

10.1 ms

json@py3

24.3 ms

100,000 elements

json

265.1 ms

compas_pb

135.0 ms

json@py3

262.2 ms

Wire size

10,000 elements

json

567.0 KB

compas_pb

234.4 KB

json@py3

567.0 KB

100,000 elements

json

5.5 MB

compas_pb

2.3 MB

json@py3

5.5 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
10,000	json	567.0 KB	1.0×	13.1 ms	11.5 ms	24.7 ms	50.345	3.8 MB	✓ yes
10,000	compas_pb	234.4 KB	2.419×	2.2 ms	7.9 ms	10.1 ms	30.438	3.1 MB	✓ yes
10,000	json@py3	567.0 KB	1.0×	13.1 ms	11.2 ms	24.3 ms	51.907	3.8 MB	✓ yes
100,000	json	5.5 MB	1.0×	134.3 ms	130.8 ms	265.1 ms	44.381	37.6 MB	✓ yes
100,000	compas_pb	2.3 MB	2.419×	22.2 ms	112.8 ms	135.0 ms	21.269	31.3 MB	✓ yes
100,000	json@py3	5.5 MB	1.0×	131.7 ms	130.5 ms	262.2 ms	44.485	37.6 MB	✓ yes

points

Round-trip time

1,000 elements

json

6.4 ms

compas_pb

4.8 ms

json@py3

6.5 ms

10,000 elements

json

67.4 ms

compas_pb

49.2 ms

json@py3

67.2 ms

Wire size

1,000 elements

json

141.7 KB

compas_pb

77.2 KB

json@py3

141.7 KB

10,000 elements

json

1.4 MB

compas_pb

771.5 KB

json@py3

1.4 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	141.7 KB	1.0×	3.1 ms	3.4 ms	6.4 ms	43.13	496.6 KB	✓ yes
1,000	compas_pb	77.2 KB	1.836×	2.7 ms	2.2 ms	4.8 ms	36.585	233.5 KB	✓ yes
1,000	json@py3	141.7 KB	1.0×	3.1 ms	3.4 ms	6.5 ms	42.767	502.3 KB	✓ yes
10,000	json	1.4 MB	1.0×	31.7 ms	35.7 ms	67.4 ms	40.653	4.7 MB	✓ yes
10,000	compas_pb	771.5 KB	1.836×	27.0 ms	22.2 ms	49.2 ms	35.616	2.3 MB	✓ yes
10,000	json@py3	1.4 MB	1.0×	32.0 ms	35.2 ms	67.2 ms	41.151	4.7 MB	✓ yes

polygons

Round-trip time

1,000 elements

json

27.3 ms

compas_pb

17.1 ms

json@py3

29.4 ms

10,000 elements

json

284.4 ms

compas_pb

177.6 ms

json@py3

305.9 ms

Wire size

1,000 elements

json

439.6 KB

compas_pb

199.2 KB

json@py3

439.6 KB

10,000 elements

json

4.3 MB

compas_pb

1.9 MB

json@py3

4.3 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	439.6 KB	1.0×	10.1 ms	17.2 ms	27.3 ms	26.233	2.2 MB	✓ yes
1,000	compas_pb	199.2 KB	2.206×	4.9 ms	12.2 ms	17.1 ms	16.707	1.7 MB	✓ yes
1,000	json@py3	439.6 KB	1.0×	10.4 ms	19.0 ms	29.4 ms	23.661	2.3 MB	✓ yes
10,000	json	4.3 MB	1.0×	103.7 ms	180.7 ms	284.4 ms	24.921	22.4 MB	✓ yes
10,000	compas_pb	1.9 MB	2.207×	48.3 ms	129.3 ms	177.6 ms	15.782	17.0 MB	✓ yes
10,000	json@py3	4.3 MB	1.0×	108.3 ms	197.6 ms	305.9 ms	22.788	22.4 MB	✓ yes

polyhedrons

Round-trip time

1,000 elements

json

14.5 ms

compas_pb

12.6 ms

json@py3

14.7 ms

10,000 elements

json

165.2 ms

compas_pb

127.1 ms

json@py3

151.4 ms

Wire size

1,000 elements

json

372.3 KB

compas_pb

180.7 KB

json@py3

372.3 KB

10,000 elements

json

3.6 MB

compas_pb

1.8 MB

json@py3

3.6 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	372.3 KB	1.0×	7.6 ms	6.9 ms	14.5 ms	54.899	1.7 MB	✓ yes
1,000	compas_pb	180.7 KB	2.06×	6.1 ms	6.5 ms	12.6 ms	28.631	1.2 MB	✓ yes
1,000	json@py3	372.3 KB	1.0×	7.7 ms	7.0 ms	14.7 ms	54.584	1.7 MB	✓ yes
10,000	json	3.6 MB	1.0×	76.2 ms	88.9 ms	165.2 ms	42.863	17.3 MB	✓ yes
10,000	compas_pb	1.8 MB	2.061×	59.8 ms	67.3 ms	127.1 ms	27.492	12.3 MB	✓ yes
10,000	json@py3	3.6 MB	1.0×	75.4 ms	76.1 ms	151.4 ms	50.119	17.3 MB	✓ yes

polylines

Round-trip time

1,000 elements

json

27.5 ms

compas_pb

14.0 ms

json@py3

26.6 ms

10,000 elements

json

280.5 ms

compas_pb

143.7 ms

json@py3

274.0 ms

Wire size

1,000 elements

json

554.0 KB

compas_pb

247.1 KB

json@py3

554.0 KB

10,000 elements

json

5.4 MB

compas_pb

2.4 MB

json@py3

5.4 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	554.0 KB	1.0×	14.1 ms	13.4 ms	27.5 ms	42.364	2.7 MB	✓ yes
1,000	compas_pb	247.1 KB	2.242×	5.4 ms	8.6 ms	14.0 ms	29.368	2.0 MB	✓ yes
1,000	json@py3	554.0 KB	1.0×	13.4 ms	13.3 ms	26.6 ms	42.772	2.7 MB	✓ yes
10,000	json	5.4 MB	1.0×	129.5 ms	151.0 ms	280.5 ms	37.571	26.9 MB	✓ yes
10,000	compas_pb	2.4 MB	2.243×	56.4 ms	87.3 ms	143.7 ms	28.987	20.4 MB	✓ yes
10,000	json@py3	5.4 MB	1.0×	131.2 ms	142.8 ms	274.0 ms	39.722	26.5 MB	✓ yes

projections

Round-trip time

1,000 elements

json

8.4 ms

compas_pb

7.1 ms

json@py3

8.3 ms

10,000 elements

json

84.4 ms

compas_pb

74.1 ms

json@py3

85.0 ms

Wire size

1,000 elements

json

188.1 KB

compas_pb

186.5 KB

json@py3

188.1 KB

10,000 elements

json

1.8 MB

compas_pb

1.8 MB

json@py3

1.8 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	188.1 KB	1.0×	4.0 ms	4.4 ms	8.4 ms	43.709	1.2 MB	✓ yes
1,000	compas_pb	186.5 KB	1.009×	3.6 ms	3.5 ms	7.1 ms	54.314	901.2 KB	✓ yes
1,000	json@py3	188.1 KB	1.0×	4.0 ms	4.2 ms	8.3 ms	45.621	1.2 MB	✓ yes
10,000	json	1.8 MB	1.0×	39.1 ms	45.3 ms	84.4 ms	42.564	11.7 MB	✓ yes
10,000	compas_pb	1.8 MB	1.009×	37.3 ms	36.8 ms	74.1 ms	51.934	8.8 MB	✓ yes
10,000	json@py3	1.8 MB	1.0×	40.8 ms	44.2 ms	85.0 ms	43.557	11.8 MB	✓ yes

quaternions

Round-trip time

1,000 elements

json

7.5 ms

compas_pb

5.0 ms

json@py3

7.4 ms

10,000 elements

json

75.9 ms

compas_pb

52.7 ms

json@py3

75.4 ms

Wire size

1,000 elements

json

185.4 KB

compas_pb

90.8 KB

json@py3

185.4 KB

10,000 elements

json

1.8 MB

compas_pb

908.2 KB

json@py3

1.8 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	185.4 KB	1.0×	3.5 ms	4.0 ms	7.5 ms	47.943	584.7 KB	✓ yes
1,000	compas_pb	90.8 KB	2.042×	2.7 ms	2.3 ms	5.0 ms	40.667	272.6 KB	✓ yes
1,000	json@py3	185.4 KB	1.0×	3.5 ms	3.9 ms	7.4 ms	49.09	585.1 KB	✓ yes
10,000	json	1.8 MB	1.0×	34.9 ms	41.1 ms	75.9 ms	46.255	5.5 MB	✓ yes
10,000	compas_pb	908.2 KB	2.043×	28.4 ms	24.3 ms	52.7 ms	38.344	2.7 MB	✓ yes
10,000	json@py3	1.8 MB	1.0×	34.9 ms	40.5 ms	75.4 ms	46.874	5.5 MB	✓ yes

reflections

Round-trip time

1,000 elements

json

8.2 ms

compas_pb

7.2 ms

json@py3

8.4 ms

10,000 elements

json

84.4 ms

compas_pb

74.2 ms

json@py3

85.7 ms

Wire size

1,000 elements

json

189.3 KB

compas_pb

186.5 KB

json@py3

189.3 KB

10,000 elements

json

1.8 MB

compas_pb

1.8 MB

json@py3

1.8 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	189.3 KB	1.0×	4.0 ms	4.2 ms	8.2 ms	46.134	1.2 MB	✓ yes
1,000	compas_pb	186.5 KB	1.015×	3.7 ms	3.5 ms	7.2 ms	53.963	901.2 KB	✓ yes
1,000	json@py3	189.3 KB	1.0×	4.1 ms	4.4 ms	8.4 ms	44.477	1.2 MB	✓ yes
10,000	json	1.8 MB	1.0×	39.5 ms	44.8 ms	84.4 ms	43.242	11.8 MB	✓ yes
10,000	compas_pb	1.8 MB	1.015×	37.0 ms	37.2 ms	74.2 ms	51.357	8.8 MB	✓ yes
10,000	json@py3	1.8 MB	1.0×	40.5 ms	45.2 ms	85.7 ms	42.891	11.8 MB	✓ yes

rotations

Round-trip time

1,000 elements

json

10.0 ms

compas_pb

7.2 ms

json@py3

9.5 ms

10,000 elements

json

103.9 ms

compas_pb

74.8 ms

json@py3

97.4 ms

Wire size

1,000 elements

json

233.2 KB

compas_pb

184.6 KB

json@py3

233.2 KB

10,000 elements

json

2.3 MB

compas_pb

1.8 MB

json@py3

2.3 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	233.2 KB	1.0×	5.0 ms	5.0 ms	10.0 ms	47.576	1.2 MB	✓ yes
1,000	compas_pb	184.6 KB	1.264×	3.8 ms	3.5 ms	7.2 ms	54.514	901.2 KB	✓ yes
1,000	json@py3	233.2 KB	1.0×	4.9 ms	4.7 ms	9.5 ms	51.193	1.2 MB	✓ yes
10,000	json	2.3 MB	1.0×	50.3 ms	53.6 ms	103.9 ms	44.578	12.2 MB	✓ yes
10,000	compas_pb	1.8 MB	1.264×	38.4 ms	36.4 ms	74.8 ms	51.917	8.8 MB	✓ yes
10,000	json@py3	2.3 MB	1.0×	48.0 ms	49.4 ms	97.4 ms	48.319	12.2 MB	✓ yes

scales

Round-trip time

1,000 elements

json

8.9 ms

compas_pb

7.0 ms

json@py3

9.1 ms

10,000 elements

json

93.3 ms

compas_pb

74.3 ms

json@py3

92.8 ms

Wire size

1,000 elements

json

211.0 KB

compas_pb

181.7 KB

json@py3

211.0 KB

10,000 elements

json

2.1 MB

compas_pb

1.8 MB

json@py3

2.1 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	211.0 KB	1.0×	4.4 ms	4.5 ms	8.9 ms	48.05	1.2 MB	✓ yes
1,000	compas_pb	181.7 KB	1.162×	3.5 ms	3.4 ms	7.0 ms	53.931	901.2 KB	✓ yes
1,000	json@py3	211.0 KB	1.0×	4.6 ms	4.5 ms	9.1 ms	47.915	1.2 MB	✓ yes
10,000	json	2.1 MB	1.0×	45.5 ms	47.9 ms	93.3 ms	45.102	12.0 MB	✓ yes
10,000	compas_pb	1.8 MB	1.161×	37.4 ms	36.9 ms	74.3 ms	50.386	8.8 MB	✓ yes
10,000	json@py3	2.1 MB	1.0×	44.4 ms	48.4 ms	92.8 ms	44.621	12.0 MB	✓ yes

shears

Round-trip time

1,000 elements

json

8.2 ms

compas_pb

7.3 ms

json@py3

8.2 ms

10,000 elements

json

85.3 ms

compas_pb

74.5 ms

json@py3

84.1 ms

Wire size

1,000 elements

json

185.7 KB

compas_pb

181.7 KB

json@py3

185.7 KB

10,000 elements

json

1.8 MB

compas_pb

1.8 MB

json@py3

1.8 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	185.7 KB	1.0×	4.0 ms	4.2 ms	8.2 ms	45.569	1.2 MB	✓ yes
1,000	compas_pb	181.7 KB	1.022×	3.8 ms	3.5 ms	7.3 ms	52.955	901.2 KB	✓ yes
1,000	json@py3	185.7 KB	1.0×	4.0 ms	4.1 ms	8.2 ms	45.905	1.2 MB	✓ yes
10,000	json	1.8 MB	1.0×	39.7 ms	45.6 ms	85.3 ms	41.727	11.7 MB	✓ yes
10,000	compas_pb	1.8 MB	1.023×	37.9 ms	36.6 ms	74.5 ms	50.858	8.8 MB	✓ yes
10,000	json@py3	1.8 MB	1.0×	39.8 ms	44.3 ms	84.1 ms	42.923	11.7 MB	✓ yes

spheres

Round-trip time

1,000 elements

json

27.2 ms

compas_pb

16.3 ms

json@py3

27.9 ms

10,000 elements

json

279.9 ms

compas_pb

167.9 ms

json@py3

284.6 ms

Wire size

1,000 elements

json

231.7 KB

compas_pb

112.3 KB

json@py3

231.7 KB

10,000 elements

json

2.3 MB

compas_pb

1.1 MB

json@py3

2.3 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	231.7 KB	1.0×	5.6 ms	21.6 ms	27.2 ms	10.988	1.4 MB	✓ yes
1,000	compas_pb	112.3 KB	2.063×	4.4 ms	11.9 ms	16.3 ms	9.702	1.1 MB	✓ yes
1,000	json@py3	231.7 KB	1.0×	5.8 ms	22.1 ms	27.9 ms	10.749	1.4 MB	✓ yes
10,000	json	2.3 MB	1.0×	57.3 ms	222.7 ms	279.9 ms	10.654	14.0 MB	✓ yes
10,000	compas_pb	1.1 MB	2.063×	45.1 ms	122.8 ms	167.9 ms	9.365	10.7 MB	✓ yes
10,000	json@py3	2.3 MB	1.0×	59.3 ms	225.3 ms	284.6 ms	10.531	14.0 MB	✓ yes

toruses

Round-trip time

1,000 elements

json

28.0 ms

compas_pb

16.6 ms

json@py3

28.9 ms

10,000 elements

json

290.6 ms

compas_pb

174.0 ms

json@py3

294.2 ms

Wire size

1,000 elements

json

267.5 KB

compas_pb

120.1 KB

json@py3

267.5 KB

10,000 elements

json

2.6 MB

compas_pb

1.2 MB

json@py3

2.6 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	267.5 KB	1.0×	6.1 ms	22.0 ms	28.0 ms	12.456	1.5 MB	✓ yes
1,000	compas_pb	120.1 KB	2.227×	4.5 ms	12.1 ms	16.6 ms	10.159	1.1 MB	✓ yes
1,000	json@py3	267.5 KB	1.0×	6.3 ms	22.6 ms	28.9 ms	12.111	1.5 MB	✓ yes
10,000	json	2.6 MB	1.0×	62.6 ms	228.0 ms	290.6 ms	12.013	14.8 MB	✓ yes
10,000	compas_pb	1.2 MB	2.227×	47.6 ms	126.4 ms	174.0 ms	9.732	11.1 MB	✓ yes
10,000	json@py3	2.6 MB	1.0×	62.4 ms	231.7 ms	294.2 ms	11.82	14.8 MB	✓ yes

transformations

Round-trip time

1,000 elements

json

9.2 ms

compas_pb

7.0 ms

json@py3

9.1 ms

10,000 elements

json

93.5 ms

compas_pb

74.2 ms

json@py3

95.0 ms

Wire size

1,000 elements

json

219.8 KB

compas_pb

190.4 KB

json@py3

219.8 KB

10,000 elements

json

2.1 MB

compas_pb

1.9 MB

json@py3

2.1 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	219.8 KB	1.0×	4.7 ms	4.5 ms	9.2 ms	49.946	1.2 MB	✓ yes
1,000	compas_pb	190.4 KB	1.154×	3.5 ms	3.4 ms	7.0 ms	56.978	901.2 KB	✓ yes
1,000	json@py3	219.8 KB	1.0×	4.7 ms	4.4 ms	9.1 ms	50.606	1.2 MB	✓ yes
10,000	json	2.1 MB	1.0×	45.7 ms	47.8 ms	93.5 ms	47.116	12.1 MB	✓ yes
10,000	compas_pb	1.9 MB	1.154×	37.8 ms	36.4 ms	74.2 ms	53.623	8.8 MB	✓ yes
10,000	json@py3	2.1 MB	1.0×	46.3 ms	48.7 ms	95.0 ms	46.207	12.1 MB	✓ yes

translations

Round-trip time

1,000 elements

json

9.1 ms

compas_pb

6.3 ms

json@py3

9.2 ms

10,000 elements

json

95.9 ms

compas_pb

66.1 ms

json@py3

97.2 ms

Wire size

1,000 elements

json

216.9 KB

compas_pb

85.0 KB

json@py3

216.9 KB

10,000 elements

json

2.1 MB

compas_pb

849.6 KB

json@py3

2.1 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	216.9 KB	1.0×	4.5 ms	4.6 ms	9.1 ms	48.148	1.2 MB	✓ yes
1,000	compas_pb	85.0 KB	2.552×	3.1 ms	3.2 ms	6.3 ms	27.603	596.4 KB	✓ yes
1,000	json@py3	216.9 KB	1.0×	4.6 ms	4.6 ms	9.2 ms	48.021	1.2 MB	✓ yes
10,000	json	2.1 MB	1.0×	46.1 ms	49.9 ms	95.9 ms	44.521	12.0 MB	✓ yes
10,000	compas_pb	849.6 KB	2.552×	32.6 ms	33.5 ms	66.1 ms	25.974	5.9 MB	✓ yes
10,000	json@py3	2.1 MB	1.0×	46.2 ms	51.0 ms	97.2 ms	43.569	12.0 MB	✓ yes

vectors

Round-trip time

1,000 elements

json

6.7 ms

compas_pb

4.8 ms

json@py3

6.6 ms

10,000 elements

json

69.5 ms

compas_pb

50.7 ms

json@py3

67.6 ms

Wire size

1,000 elements

json

142.6 KB

compas_pb

78.1 KB

json@py3

142.6 KB

10,000 elements

json

1.4 MB

compas_pb

781.3 KB

json@py3

1.4 MB

size	format	wire size	vs JSON	dump	load	round-trip	load MB/s	peak mem	lossless
1,000	json	142.6 KB	1.0×	3.1 ms	3.5 ms	6.7 ms	41.52	513.0 KB	✓ yes
1,000	compas_pb	78.1 KB	1.826×	2.6 ms	2.2 ms	4.8 ms	36.427	249.1 KB	✓ yes
1,000	json@py3	142.6 KB	1.0×	3.2 ms	3.4 ms	6.6 ms	42.918	519.1 KB	✓ yes
10,000	json	1.4 MB	1.0×	31.4 ms	38.1 ms	69.5 ms	38.344	4.9 MB	✓ yes
10,000	compas_pb	781.3 KB	1.826×	27.3 ms	23.3 ms	50.7 ms	34.273	2.4 MB	✓ yes
10,000	json@py3	1.4 MB	1.0×	31.9 ms	35.7 ms	67.6 ms	40.908	4.9 MB	✓ yes