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CompatHelper: bump compat for Integrals to 5, (keep existing compat)#100

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CompatHelper: bump compat for Integrals to 5, (keep existing compat)#100
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This pull request changes the compat entry for the Integrals package from 4 to 4, 5.
This keeps the compat entries for earlier versions.

Note: I have not tested your package with this new compat entry.
It is your responsibility to make sure that your package tests pass before you merge this pull request.

@marcobonici
marcobonici force-pushed the compathelper/new_version/2026-04-25-02-43-35-992-02088930910 branch from 874f660 to f8a9c9f Compare April 25, 2026 02:43
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Benchmark Results (Julia v1.11)

Time benchmarks
main f8a9c9f... main / f8a9c9f...
background/q_par_perp 13.1 ± 0.99 μs 13 ± 0.98 μs 1.01 ± 0.11
emulator/monopole_P11 14.7 ± 6.4 μs 13.5 ± 6.9 μs 1.09 ± 0.73
emulator/raw_nn_monopole 10.1 ± 3.5 μs 10.1 ± 3.7 μs 0.996 ± 0.51
full_pipeline/forward_pass 0.545 ± 0.026 ms 0.543 ± 0.022 ms 1 ± 0.062
full_pipeline/forward_pass_jacobians 0.758 ± 0.043 ms 0.762 ± 0.041 ms 0.995 ± 0.078
full_pipeline/gradient_forwarddiff 1.91 ± 0.29 ms 1.9 ± 0.3 ms 1 ± 0.22
full_pipeline/gradient_forwarddiff_jacobians 4.01 ± 0.31 ms 4.1 ± 0.32 ms 0.977 ± 0.11
full_pipeline/gradient_mooncake 18.8 ± 2 ms 18.7 ± 2 ms 1 ± 0.15
full_pipeline/gradient_mooncake_jacobians 20.9 ± 0.52 ms 20.8 ± 0.4 ms 1.01 ± 0.032
full_pipeline/gradient_zygote 6.5 ± 0.46 ms 6.58 ± 0.49 ms 0.988 ± 0.1
full_pipeline/gradient_zygote_jacobians 8.8 ± 0.62 ms 8.55 ± 0.41 ms 1.03 ± 0.088
gradients/component_gradient_forwarddiff 0.0584 ± 0.0059 ms 0.0587 ± 0.0079 ms 0.994 ± 0.17
gradients/component_gradient_mooncake 0.964 ± 0.037 ms 0.969 ± 0.025 ms 0.994 ± 0.046
gradients/component_gradient_zygote 0.167 ± 0.0094 ms 0.152 ± 0.0095 ms 1.1 ± 0.092
integration/window_2D 0.792 ± 0.089 μs 0.771 ± 0.07 μs 1.03 ± 0.15
integration/window_4D 16.4 ± 0.29 μs 16.4 ± 0.29 μs 1 ± 0.025
jacobian/apply_AP_batch 0.245 ± 0.012 ms 0.247 ± 0.011 ms 0.992 ± 0.067
jacobian/apply_AP_columnwise 0.556 ± 0.017 ms 0.554 ± 0.016 ms 1 ± 0.042
jacobian/full_jacobian_computation 0.158 ± 0.017 ms 0.161 ± 0.015 ms 0.983 ± 0.14
jacobian/get_Pℓ_jacobian 0.0506 ± 0.012 ms 0.0514 ± 0.013 ms 0.985 ± 0.34
jacobian/get_all_Pℓ_jacobians 0.159 ± 0.017 ms 0.162 ± 0.017 ms 0.981 ± 0.15
multiz_pipeline/forward_multiz_jac_ap 2.49 ± 0.22 ms 2.43 ± 0.25 ms 1.03 ± 0.14
multiz_pipeline/forward_multiz_pl_ap 1.5 ± 0.29 ms 1.49 ± 0.25 ms 1.01 ± 0.26
multiz_pipeline/gradient_forwarddiff_multiz_jac_ap 22.2 ± 7.5 ms 18.1 ± 7.7 ms 1.23 ± 0.67
multiz_pipeline/gradient_forwarddiff_multiz_pl_ap 7.39 ± 0.31 ms 7.19 ± 0.31 ms 1.03 ± 0.061
multiz_pipeline/gradient_mooncake_multiz_jac_ap 0.0967 ± 0.0023 s 0.0974 ± 0.00058 s 0.993 ± 0.024
multiz_pipeline/gradient_mooncake_multiz_pl_ap 0.0838 ± 0.00073 s 0.0858 ± 0.0013 s 0.976 ± 0.018
multiz_pipeline/gradient_zygote_multiz_jac_ap 0.0352 ± 0.013 s 0.0339 ± 0.013 s 1.04 ± 0.55
multiz_pipeline/gradient_zygote_multiz_pl_ap 23.7 ± 11 ms 23.1 ± 11 ms 1.02 ± 0.68
projection/apply_AP 0.0739 ± 0.004 ms 0.0741 ± 0.0045 ms 0.998 ± 0.081
projection/apply_AP_check 0.609 ± 0.02 ms 0.609 ± 0.021 ms 0.999 ± 0.048
projection/legendre_0 30 ± 0 ns 30 ± 0 ns 1 ± 0
projection/legendre_2 30 ± 1 ns 30 ± 1 ns 1 ± 0.047
projection/legendre_4 0.04 ± 0.01 μs 0.04 ± 0.01 μs 1 ± 0.35
projection/legendre_array 2.44 ± 1.9 μs 2.41 ± 1.9 μs 1.01 ± 1.1
time_to_load 13.5 ± 0.029 s 13.5 ± 0.027 s 1 ± 0.003
Memory benchmarks
main f8a9c9f... main / f8a9c9f...
background/q_par_perp 0.379 k allocs: 11.7 kB 0.379 k allocs: 11.7 kB 1
emulator/monopole_P11 0.059 k allocs: 15.4 kB 0.059 k allocs: 15.4 kB 1
emulator/raw_nn_monopole 0.041 k allocs: 5.86 kB 0.041 k allocs: 5.86 kB 1
full_pipeline/forward_pass 13 k allocs: 0.626 MB 13 k allocs: 0.626 MB 1
full_pipeline/forward_pass_jacobians 13.4 k allocs: 1.2 MB 13.4 k allocs: 1.2 MB 1
full_pipeline/gradient_forwarddiff 12 k allocs: 3.9 MB 12 k allocs: 3.9 MB 1
full_pipeline/gradient_forwarddiff_jacobians 12.4 k allocs: 8.92 MB 12.4 k allocs: 8.92 MB 1
full_pipeline/gradient_mooncake 0.2 M allocs: 10.1 MB 0.2 M allocs: 10.1 MB 1
full_pipeline/gradient_mooncake_jacobians 0.202 M allocs: 11.5 MB 0.202 M allocs: 11.5 MB 1
full_pipeline/gradient_zygote 0.0707 M allocs: 6.21 MB 0.0707 M allocs: 6.21 MB 1
full_pipeline/gradient_zygote_jacobians 0.0774 M allocs: 11.2 MB 0.0774 M allocs: 11.2 MB 1
gradients/component_gradient_forwarddiff 0.084 k allocs: 0.155 MB 0.084 k allocs: 0.155 MB 1
gradients/component_gradient_mooncake 17.4 k allocs: 0.836 MB 17.4 k allocs: 0.836 MB 1
gradients/component_gradient_zygote 0.59 k allocs: 0.326 MB 0.59 k allocs: 0.326 MB 1
integration/window_2D 2 allocs: 0.469 kB 2 allocs: 0.469 kB 1
integration/window_4D 2 allocs: 0.922 kB 2 allocs: 0.922 kB 1
jacobian/apply_AP_batch 0.506 k allocs: 0.618 MB 0.506 k allocs: 0.618 MB 1
jacobian/apply_AP_columnwise 2.07 k allocs: 0.824 MB 2.07 k allocs: 0.824 MB 1
jacobian/full_jacobian_computation 0.671 k allocs: 0.299 MB 0.671 k allocs: 0.299 MB 1
jacobian/get_Pℓ_jacobian 0.225 k allocs: 0.1 MB 0.225 k allocs: 0.1 MB 1
jacobian/get_all_Pℓ_jacobians 0.671 k allocs: 0.299 MB 0.671 k allocs: 0.299 MB 1
multiz_pipeline/forward_multiz_jac_ap 19.7 k allocs: 4.91 MB 19.7 k allocs: 4.91 MB 1
multiz_pipeline/forward_multiz_pl_ap 17.7 k allocs: 2.05 MB 17.7 k allocs: 2.05 MB 1
multiz_pipeline/gradient_forwarddiff_multiz_jac_ap 19.9 k allocs: 0.0396 GB 19.9 k allocs: 0.0396 GB 1
multiz_pipeline/gradient_forwarddiff_multiz_pl_ap 17.8 k allocs: 15.5 MB 17.8 k allocs: 15.5 MB 1
multiz_pipeline/gradient_mooncake_multiz_jac_ap 0.866 M allocs: 0.0495 GB 0.866 M allocs: 0.0495 GB 1
multiz_pipeline/gradient_mooncake_multiz_pl_ap 0.855 M allocs: 0.0428 GB 0.855 M allocs: 0.0428 GB 1
multiz_pipeline/gradient_zygote_multiz_jac_ap 0.177 M allocs: 0.0688 GB 0.177 M allocs: 0.0688 GB 1
multiz_pipeline/gradient_zygote_multiz_pl_ap 0.143 M allocs: 0.0445 GB 0.143 M allocs: 0.0445 GB 1
projection/apply_AP 0.181 k allocs: 0.0867 MB 0.181 k allocs: 0.0867 MB 1
projection/apply_AP_check 1.85 k allocs: 0.121 MB 1.85 k allocs: 0.121 MB 1
projection/legendre_0 0 allocs: 0 B 0 allocs: 0 B
projection/legendre_2 0 allocs: 0 B 0 allocs: 0 B
projection/legendre_4 0 allocs: 0 B 0 allocs: 0 B
projection/legendre_array 6 allocs: 2.72 kB 6 allocs: 2.72 kB 1
time_to_load 0.159 k allocs: 11.2 kB 0.159 k allocs: 11.2 kB 1

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Benchmark Results (Julia v1.12)

Time benchmarks
main f8a9c9f... main / f8a9c9f...
background/q_par_perp 13.5 ± 0.8 μs 13.6 ± 0.88 μs 0.993 ± 0.088
emulator/monopole_P11 13 ± 6.6 μs 13.4 ± 7.2 μs 0.974 ± 0.72
emulator/raw_nn_monopole 7.7 ± 0.41 μs 7.74 ± 0.4 μs 0.995 ± 0.074
full_pipeline/forward_pass 0.569 ± 0.031 ms 0.541 ± 0.023 ms 1.05 ± 0.072
full_pipeline/forward_pass_jacobians 0.77 ± 0.061 ms 0.739 ± 0.047 ms 1.04 ± 0.11
full_pipeline/gradient_forwarddiff 2.01 ± 0.19 ms 1.9 ± 0.053 ms 1.06 ± 0.1
full_pipeline/gradient_forwarddiff_jacobians 4.2 ± 0.44 ms 4.11 ± 0.22 ms 1.02 ± 0.12
full_pipeline/gradient_mooncake 22.5 ± 3.6 ms 21.3 ± 1.9 ms 1.06 ± 0.19
full_pipeline/gradient_mooncake_jacobians 24 ± 2 ms 23.8 ± 2 ms 1.01 ± 0.12
full_pipeline/gradient_zygote 10.7 ± 2.4 ms 9.03 ± 0.69 ms 1.18 ± 0.28
full_pipeline/gradient_zygote_jacobians 16.5 ± 3.4 ms 14.1 ± 2.2 ms 1.17 ± 0.3
gradients/component_gradient_forwarddiff 0.0595 ± 0.0044 ms 0.0575 ± 0.0022 ms 1.04 ± 0.086
gradients/component_gradient_mooncake 1.09 ± 0.04 ms 1.11 ± 0.061 ms 0.979 ± 0.065
gradients/component_gradient_zygote 0.194 ± 0.013 ms 0.182 ± 0.012 ms 1.06 ± 0.097
integration/window_2D 0.761 ± 0.09 μs 0.772 ± 0.09 μs 0.986 ± 0.16
integration/window_4D 16.5 ± 0.28 μs 16.6 ± 0.32 μs 0.996 ± 0.026
jacobian/apply_AP_batch 0.235 ± 0.023 ms 0.225 ± 0.02 ms 1.05 ± 0.14
jacobian/apply_AP_columnwise 0.544 ± 0.022 ms 0.529 ± 0.019 ms 1.03 ± 0.056
jacobian/full_jacobian_computation 0.166 ± 0.037 ms 0.16 ± 0.035 ms 1.04 ± 0.32
jacobian/get_Pℓ_jacobian 0.0595 ± 0.042 ms 0.0587 ± 0.044 ms 1.01 ± 1
jacobian/get_all_Pℓ_jacobians 0.166 ± 0.037 ms 0.162 ± 0.036 ms 1.03 ± 0.32
multiz_pipeline/forward_multiz_jac_ap 2.48 ± 0.28 ms 2.39 ± 0.21 ms 1.04 ± 0.15
multiz_pipeline/forward_multiz_pl_ap 1.76 ± 0.63 ms 1.7 ± 0.52 ms 1.04 ± 0.49
multiz_pipeline/gradient_forwarddiff_multiz_jac_ap 18.3 ± 11 ms 17.7 ± 11 ms 1.03 ± 0.91
multiz_pipeline/gradient_forwarddiff_multiz_pl_ap 7.52 ± 0.44 ms 7.34 ± 0.43 ms 1.02 ± 0.084
multiz_pipeline/gradient_mooncake_multiz_jac_ap 0.127 ± 0.015 s 0.119 ± 0.013 s 1.07 ± 0.17
multiz_pipeline/gradient_mooncake_multiz_pl_ap 0.0987 ± 0.0041 s 0.0974 ± 0.00089 s 1.01 ± 0.044
multiz_pipeline/gradient_zygote_multiz_jac_ap 0.0448 ± 0.0045 s 0.0431 ± 0.0035 s 1.04 ± 0.13
multiz_pipeline/gradient_zygote_multiz_pl_ap 30 ± 8.6 ms 29.7 ± 11 ms 1.01 ± 0.48
projection/apply_AP 0.0708 ± 0.0048 ms 0.0715 ± 0.0047 ms 0.991 ± 0.093
projection/apply_AP_check 0.849 ± 0.042 ms 0.843 ± 0.04 ms 1.01 ± 0.07
projection/legendre_0 30 ± 0 ns 30 ± 0 ns 1 ± 0
projection/legendre_2 30 ± 1 ns 30 ± 1 ns 1 ± 0.047
projection/legendre_4 0.04 ± 0.01 μs 0.04 ± 0.01 μs 1 ± 0.35
projection/legendre_array 0.791 ± 0.22 μs 0.761 ± 0.21 μs 1.04 ± 0.41
time_to_load 13.9 ± 0.28 s 13.7 ± 0.023 s 1.01 ± 0.02
Memory benchmarks
main f8a9c9f... main / f8a9c9f...
background/q_par_perp 0.379 k allocs: 12.2 kB 0.379 k allocs: 12.2 kB 1
emulator/monopole_P11 0.055 k allocs: 15.3 kB 0.055 k allocs: 15.3 kB 1
emulator/raw_nn_monopole 0.037 k allocs: 5.73 kB 0.037 k allocs: 5.73 kB 1
full_pipeline/forward_pass 12.9 k allocs: 0.624 MB 12.9 k allocs: 0.624 MB 1
full_pipeline/forward_pass_jacobians 13.3 k allocs: 1.2 MB 13.3 k allocs: 1.2 MB 1
full_pipeline/gradient_forwarddiff 11.9 k allocs: 3.89 MB 11.9 k allocs: 3.89 MB 1
full_pipeline/gradient_forwarddiff_jacobians 12.4 k allocs: 8.91 MB 12.4 k allocs: 8.91 MB 1
full_pipeline/gradient_mooncake 0.2 M allocs: 10.1 MB 0.2 M allocs: 10.1 MB 1
full_pipeline/gradient_mooncake_jacobians 0.202 M allocs: 11.5 MB 0.202 M allocs: 11.5 MB 1
full_pipeline/gradient_zygote 0.0742 M allocs: 6.41 MB 0.0742 M allocs: 6.41 MB 1
full_pipeline/gradient_zygote_jacobians 0.0822 M allocs: 11.4 MB 0.0822 M allocs: 11.4 MB 1
gradients/component_gradient_forwarddiff 0.08 k allocs: 0.155 MB 0.08 k allocs: 0.155 MB 1
gradients/component_gradient_mooncake 17.4 k allocs: 0.836 MB 17.4 k allocs: 0.836 MB 1
gradients/component_gradient_zygote 0.83 k allocs: 0.354 MB 0.83 k allocs: 0.354 MB 1
integration/window_2D 2 allocs: 0.469 kB 2 allocs: 0.469 kB 1
integration/window_4D 2 allocs: 0.922 kB 2 allocs: 0.922 kB 1
jacobian/apply_AP_batch 0.506 k allocs: 0.618 MB 0.506 k allocs: 0.618 MB 1
jacobian/apply_AP_columnwise 2.07 k allocs: 0.822 MB 2.07 k allocs: 0.822 MB 1
jacobian/full_jacobian_computation 0.632 k allocs: 0.297 MB 0.632 k allocs: 0.297 MB 1
jacobian/get_Pℓ_jacobian 0.212 k allocs: 0.0994 MB 0.212 k allocs: 0.0994 MB 1
jacobian/get_all_Pℓ_jacobians 0.632 k allocs: 0.297 MB 0.632 k allocs: 0.297 MB 1
multiz_pipeline/forward_multiz_jac_ap 19.4 k allocs: 4.91 MB 19.4 k allocs: 4.91 MB 1
multiz_pipeline/forward_multiz_pl_ap 17.5 k allocs: 2.04 MB 17.5 k allocs: 2.04 MB 1
multiz_pipeline/gradient_forwarddiff_multiz_jac_ap 19.7 k allocs: 0.0396 GB 19.7 k allocs: 0.0396 GB 1
multiz_pipeline/gradient_forwarddiff_multiz_pl_ap 17.6 k allocs: 15.5 MB 17.6 k allocs: 15.5 MB 1
multiz_pipeline/gradient_mooncake_multiz_jac_ap 0.864 M allocs: 0.0494 GB 0.864 M allocs: 0.0494 GB 1
multiz_pipeline/gradient_mooncake_multiz_pl_ap 0.854 M allocs: 0.0427 GB 0.854 M allocs: 0.0427 GB 1
multiz_pipeline/gradient_zygote_multiz_jac_ap 0.199 M allocs: 0.0701 GB 0.199 M allocs: 0.0701 GB 1
multiz_pipeline/gradient_zygote_multiz_pl_ap 0.159 M allocs: 0.0456 GB 0.159 M allocs: 0.0456 GB 1
projection/apply_AP 0.181 k allocs: 0.0866 MB 0.181 k allocs: 0.0866 MB 1
projection/apply_AP_check 1.72 k allocs: 0.114 MB 1.72 k allocs: 0.114 MB 1
projection/legendre_0 0 allocs: 0 B 0 allocs: 0 B
projection/legendre_2 0 allocs: 0 B 0 allocs: 0 B
projection/legendre_4 0 allocs: 0 B 0 allocs: 0 B
projection/legendre_array 6 allocs: 2.72 kB 6 allocs: 2.72 kB 1
time_to_load 0.149 k allocs: 11.1 kB 0.149 k allocs: 11.1 kB 1

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