Feature/runic formatter

[kylebeggs]

No description provided.

[codecov]

Codecov Report

❌ Patch coverage is 98.30508% with 2 lines in your changes missing coverage. Please review.

Files with missing lines	Patch %	Lines
src/operators/monomial/partial.jl	96.66%	1 Missing ⚠️
src/utils.jl	66.66%	1 Missing ⚠️

Files with missing lines	Coverage Δ
src/RadialBasisFunctions.jl	100.00% <ø> (ø)
src/basis/basis.jl	100.00% <ø> (ø)
src/basis/gaussian.jl	100.00% <100.00%> (ø)
src/basis/inverse_multiquadric.jl	100.00% <100.00%> (ø)
src/basis/monomial.jl	100.00% <100.00%> (ø)
src/basis/polyharmonic_spline.jl	100.00% <100.00%> (ø)
src/interpolation.jl	100.00% <100.00%> (ø)
src/operators/custom.jl	100.00% <100.00%> (ø)
src/operators/directional.jl	100.00% <100.00%> (ø)
src/operators/gradient.jl	75.00% <100.00%> (ø)
... and 14 more

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Benchmark Results

	main	b1f9015...	main / b1f9015...
Directional	2.36 ± 0.12 ms	2.43 ± 0.1 ms	0.974 ± 0.063
Directional (per point)	2.38 ± 0.13 ms	2.4 ± 0.14 ms	0.99 ± 0.079
Gradient	8.04 ± 0.38 ms	8.25 ± 0.4 ms	0.974 ± 0.066
MonomialBasis/dim=1/deg=0	0.0456 ± 0.012 μs	0.0461 ± 0.012 μs	0.991 ± 0.36
MonomialBasis/dim=1/deg=1	0.0746 ± 0.012 μs	0.0766 ± 0.01 μs	0.973 ± 0.21
MonomialBasis/dim=1/deg=2	0.0853 ± 0.011 μs	0.0852 ± 0.019 μs	1 ± 0.26
MonomialBasis/dim=2/deg=0	0.0356 ± 0.011 μs	0.0363 ± 0.012 μs	0.981 ± 0.44
MonomialBasis/dim=2/deg=1	0.0364 ± 0.012 μs	0.0354 ± 0.012 μs	1.03 ± 0.47
MonomialBasis/dim=2/deg=2	0.0422 ± 0.011 μs	0.0426 ± 0.012 μs	0.991 ± 0.38
MonomialBasis/dim=3/deg=0	0.0336 ± 0.011 μs	0.0336 ± 0.011 μs	0.999 ± 0.47
MonomialBasis/dim=3/deg=1	0.042 ± 0.011 μs	0.0422 ± 0.012 μs	0.994 ± 0.38
MonomialBasis/dim=3/deg=2	0.048 ± 0.011 μs	0.0481 ± 0.012 μs	1 ± 0.34
Partial	2.39 ± 0.13 ms	2.36 ± 0.11 ms	1.01 ± 0.071
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∂	10.1 ± 0.07 ns	10.2 ± 0.11 ns	0.997 ± 0.013
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∂²	10.6 ± 0.091 ns	10.5 ± 0.18 ns	1.01 ± 0.019
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∇	17.3 ± 0.06 ns	17.3 ± 0.06 ns	1 ± 0.0049
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∇²	18.3 ± 0.11 ns	18.3 ± 0.1 ns	1 ± 0.0082
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∂	10.1 ± 0.09 ns	10.1 ± 0.09 ns	0.998 ± 0.013
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∂²	10.5 ± 0.15 ns	10.5 ± 0.15 ns	1 ± 0.02
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∇	17.3 ± 0.06 ns	17.3 ± 0.06 ns	1 ± 0.0049
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∇²	18.3 ± 0.11 ns	18.3 ± 0.1 ns	1 ± 0.0082
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∂	10.3 ± 0.22 ns	10.1 ± 0.1 ns	1.01 ± 0.024
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∂²	11.2 ± 0.05 ns	10.6 ± 0.09 ns	1.06 ± 0.01
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∇	17.3 ± 0.06 ns	17.3 ± 0.061 ns	1 ± 0.005
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∇²	18.3 ± 0.1 ns	18.3 ± 0.1 ns	1 ± 0.0078
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∂	6.8 ± 0.09 ns	6.8 ± 0.081 ns	1 ± 0.018
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∂²	13.9 ± 0.25 ns	14 ± 0.3 ns	0.991 ± 0.028
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∇	8.5 ± 0.25 ns	8.52 ± 0.25 ns	0.998 ± 0.041
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∇²	16.4 ± 0.11 ns	16.4 ± 0.1 ns	1 ± 0.0091
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∂	6.8 ± 0.09 ns	6.8 ± 0.08 ns	1 ± 0.018
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∂²	13.9 ± 0.25 ns	13.8 ± 0.24 ns	1.01 ± 0.025
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∇	8.5 ± 0.25 ns	8.52 ± 0.25 ns	0.998 ± 0.042
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∇²	16.4 ± 0.08 ns	16.4 ± 0.08 ns	0.999 ± 0.0069
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∂	6.8 ± 0.07 ns	6.8 ± 0.08 ns	1 ± 0.016
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∂²	13.9 ± 0.25 ns	13.9 ± 0.29 ns	1 ± 0.028
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∇	8.51 ± 0.27 ns	8.52 ± 0.27 ns	0.999 ± 0.045
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∇²	16.4 ± 0.09 ns	16.4 ± 0.1 ns	1 ± 0.0082
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 0/0/∂	3.42 ± 0.001 ns	3.42 ± 0.01 ns	1 ± 0.0029
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 0/0/∂²	4.7 ± 0.009 ns	4.7 ± 0.011 ns	1 ± 0.003
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 0/0/∇	5.59 ± 0.01 ns	6.03 ± 0.04 ns	0.927 ± 0.0064
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 0/0/∇²	3.11 ± 0 ns	3.11 ± 0.001 ns	1 ± 0.00032
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 1/1/∂	3.42 ± 0.001 ns	3.42 ± 0.001 ns	1 ± 0.00041
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 1/1/∂²	4.7 ± 0.01 ns	4.7 ± 0.011 ns	1 ± 0.0032
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 1/1/∇	5.59 ± 0.019 ns	5.59 ± 0.089 ns	1 ± 0.016
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 1/1/∇²	3.11 ± 0 ns	3.11 ± 0.001 ns	1 ± 0.00032
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 2/2/∂	3.42 ± 0.001 ns	3.42 ± 0.01 ns	1 ± 0.0029
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 2/2/∂²	4.7 ± 0.01 ns	4.7 ± 0.01 ns	1 ± 0.003
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 2/2/∇	5.59 ± 0.011 ns	5.59 ± 0.089 ns	1 ± 0.016
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 2/2/∇²	3.11 ± 0 ns	3.11 ± 0.001 ns	1 ± 0.00032
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 0/0/∂	4.27 ± 0.01 ns	4.27 ± 0.01 ns	1 ± 0.0033
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 0/0/∂²	5.82 ± 0.01 ns	5.82 ± 0.01 ns	1 ± 0.0024
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 0/0/∇	7.27 ± 0.02 ns	7.28 ± 0.08 ns	0.999 ± 0.011
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 0/0/∇²	4.27 ± 0.01 ns	4.3 ± 0.01 ns	0.993 ± 0.0033
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 1/1/∂	4.27 ± 0.01 ns	4.27 ± 0.01 ns	1 ± 0.0033
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 1/1/∂²	5.82 ± 0.07 ns	5.82 ± 0.01 ns	1 ± 0.012
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 1/1/∇	7.27 ± 0.081 ns	7.27 ± 0.02 ns	1 ± 0.011
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 1/1/∇²	4.27 ± 0.01 ns	4.27 ± 0.009 ns	1 ± 0.0032
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 2/2/∂	4.27 ± 0.01 ns	4.27 ± 0.01 ns	1 ± 0.0033
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 2/2/∂²	5.82 ± 0.01 ns	5.82 ± 0.01 ns	1 ± 0.0024
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 2/2/∇	7.27 ± 0.02 ns	7.28 ± 0.08 ns	0.999 ± 0.011
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 2/2/∇²	4.27 ± 0.01 ns	4.27 ± 0.01 ns	1 ± 0.0033
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 0/0/∂	5.26 ± 0.01 ns	5.27 ± 0.01 ns	0.998 ± 0.0027
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 0/0/∂²	4.96 ± 0.011 ns	4.96 ± 0.01 ns	1 ± 0.003
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 0/0/∇	6.24 ± 0.079 ns	6.24 ± 0.071 ns	1 ± 0.017
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 0/0/∇²	3.42 ± 0.001 ns	3.42 ± 0.001 ns	1 ± 0.00041
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 1/1/∂	5.26 ± 0.01 ns	5.27 ± 0.01 ns	0.998 ± 0.0027
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 1/1/∂²	4.96 ± 0.01 ns	4.96 ± 0.01 ns	1 ± 0.0029
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 1/1/∇	6.23 ± 0.061 ns	6.23 ± 0.061 ns	1 ± 0.014
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 1/1/∇²	3.42 ± 0.001 ns	3.42 ± 0.001 ns	1 ± 0.00041
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 2/2/∂	5.26 ± 0.01 ns	5.27 ± 0.01 ns	0.998 ± 0.0027
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 2/2/∂²	4.96 ± 0.011 ns	4.96 ± 0.011 ns	1 ± 0.0031
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 2/2/∇	6.24 ± 0.059 ns	6.24 ± 0.041 ns	1 ± 0.012
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 2/2/∇²	3.42 ± 0.001 ns	3.42 ± 0.001 ns	1 ± 0.00041
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 0/0/∂	10.1 ± 0.12 ns	10.1 ± 0.11 ns	1 ± 0.016
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 0/0/∂²	4.96 ± 0.001 ns	4.96 ± 0.001 ns	1 ± 0.00029
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 0/0/∇	12.8 ± 0.13 ns	12.8 ± 0.17 ns	1 ± 0.017
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 0/0/∇²	8.4 ± 0.021 ns	8.4 ± 0.02 ns	1 ± 0.0035
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 1/1/∂	10.1 ± 0.15 ns	10.3 ± 0.19 ns	0.982 ± 0.023
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 1/1/∂²	4.96 ± 0.001 ns	4.96 ± 0.001 ns	1 ± 0.00029
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 1/1/∇	12.8 ± 0.14 ns	12.7 ± 0.14 ns	1 ± 0.016
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 1/1/∇²	8.4 ± 0.021 ns	8.4 ± 0.02 ns	1 ± 0.0035
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 2/2/∂	10.1 ± 0.15 ns	10.2 ± 0.21 ns	0.993 ± 0.025
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 2/2/∂²	4.96 ± 0.01 ns	4.96 ± 0.001 ns	1 ± 0.002
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 2/2/∇	12.8 ± 0.11 ns	12.8 ± 0.17 ns	1 ± 0.016
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 2/2/∇²	8.4 ± 0.021 ns	8.4 ± 0.02 ns	1 ± 0.0035
time_to_load	0.601 ± 0.012 s	0.596 ± 0.0015 s	1.01 ± 0.021

Benchmark Plots

A plot of the benchmark results have been uploaded as an artifact to the workflow run for this PR.
Go to "Actions"->"Benchmark a pull request"->[the most recent run]->"Artifacts" (at the bottom).