add new Bonito based referenceupdater prototype

[SimonDanisch]

• simple prototype that shows all reference images with scores from the unzipped artifact, with simple ui to switch between backends and reference/recording
• Improve UI to be less confusing and to make it easier to switch between record/reference
• Simple filtering and grouping for failed tests/below score/new images, only show one backend etc
• Color code failing reference tests
• Add updating code, allow to update groups (all failed tests, complete backend, filter?)

[MakieBot]

Compile Times benchmark

Note, that these numbers may fluctuate on the CI servers, so take them with a grain of salt. All benchmark results are based on the mean time and negative percent mean faster than the base branch. Note, that GLMakie + WGLMakie run on an emulated GPU, so the runtime benchmark is much slower. Results are from running:

using_time = @ctime using Backend
# Compile time
create_time = @ctime fig = scatter(1:4; color=1:4, colormap=:turbo, markersize=20, visible=true)
display_time = @ctime Makie.colorbuffer(display(fig))
# Runtime
create_time = @benchmark fig = scatter(1:4; color=1:4, colormap=:turbo, markersize=20, visible=true)
display_time = @benchmark Makie.colorbuffer(fig)

	using	create	display	create	display
GLMakie	3.46s (3.31, 3.59) 0.10+-	434.20ms (398.56, 467.01) 25.99+-	487.98ms (472.04, 499.56) 9.25+-	7.63ms (7.37, 7.85) 0.15+-	26.14ms (25.67, 26.45) 0.27+-
master	3.47s (3.38, 3.58) 0.07+-	403.00ms (390.48, 410.74) 8.27+-	483.24ms (465.18, 520.60) 18.76+-	7.45ms (7.28, 7.71) 0.18+-	25.83ms (25.36, 26.25) 0.33+-
evaluation	1.00x invariant, -0.01s (-0.08d, 0.88p, 0.08std)	0.93x slower❌, 31.2ms (1.62d, 0.02p, 17.13std)	0.99x invariant, 4.74ms (0.32d, 0.56p, 14.01std)	0.98x invariant, 0.18ms (1.12d, 0.06p, 0.16std)	0.99x invariant, 0.32ms (1.05d, 0.07p, 0.30std)
CairoMakie	3.11s (3.04, 3.15) 0.04+-	333.02ms (324.19, 345.48) 8.59+-	147.87ms (142.27, 163.76) 7.77+-	7.63ms (7.46, 7.73) 0.10+-	614.16μs (605.09, 618.04) 4.26+-
master	3.10s (3.05, 3.19) 0.05+-	332.38ms (320.87, 348.20) 9.79+-	146.82ms (141.79, 150.57) 3.03+-	7.64ms (7.57, 7.70) 0.06+-	609.54μs (600.55, 615.43) 4.78+-
evaluation	1.00x invariant, 0.01s (0.21d, 0.71p, 0.04std)	1.00x invariant, 0.64ms (0.07d, 0.90p, 9.19std)	0.99x invariant, 1.04ms (0.18d, 0.75p, 5.40std)	1.00x invariant, -0.01ms (-0.16d, 0.76p, 0.08std)	0.99x invariant, 4.62μs (1.02d, 0.08p, 4.52std)
WGLMakie	3.79s (3.75, 3.83) 0.02+-	335.44ms (329.21, 340.82) 5.37+-	9.29s (9.19, 9.42) 0.09+-	9.99ms (9.54, 11.95) 0.87+-	68.93ms (67.78, 70.03) 0.76+-
master	3.79s (3.77, 3.80) 0.01+-	337.08ms (329.32, 351.42) 7.51+-	9.27s (9.16, 9.35) 0.07+-	9.67ms (9.50, 9.92) 0.14+-	68.59ms (67.90, 69.65) 0.63+-
evaluation	1.00x invariant, 0.01s (0.35d, 0.53p, 0.02std)	1.00x invariant, -1.64ms (-0.25d, 0.65p, 6.44std)	1.00x invariant, 0.01s (0.16d, 0.78p, 0.08std)	0.97x invariant, 0.32ms (0.52d, 0.37p, 0.50std)	1.00x invariant, 0.34ms (0.49d, 0.38p, 0.69std)