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# %%
using Pkg;
Pkg.activate(temp=true);
Pkg.add("SparseIR")
import SparseIR
using Libdl: dlext
# %%
using Libdl: dlext
# Load the shared library"
libpath = joinpath(@__DIR__, "../../target/debug/libsparse_ir_capi.$(dlext)")
#libpath = joinpath(@__DIR__, "../../libsparseir/backend/cxx/build/libsparseir.$(dlext)")
mutable struct spir_kernel end
"""
Create a Logistic kernel
"""
function kernel_logistic_new(lambda::Float64)
status = Ref{Int32}(0)
kernel = ccall(
(:spir_logistic_kernel_new, libpath),
Ptr{spir_kernel},
(Float64, Ref{Int32}),
lambda, status
)
if kernel == C_NULL
error("Failed to create kernel: status = $(status[])")
end
return kernel
end
function spir_kernel_get_sve_hints_ngauss(kernel::Ptr{spir_kernel}, epsilon::Float64)
status = Ref{Int32}(0)
n_gauss = Ref{Int32}(0)
ccall(
(:spir_kernel_get_sve_hints_ngauss, libpath),
Int32,
(Ptr{spir_kernel}, Float64, Ptr{Int32}, Ref{Int32}),
kernel, epsilon, n_gauss, status
)
return n_gauss[]
end
function spir_kernel_get_sve_hints_segments_x(kernel::Ptr{spir_kernel}, epsilon::Float64)
status = Ref{Int32}(0)
n_segments_x = Ref{Int32}(0)
status = ccall(
(:spir_kernel_get_sve_hints_segments_x, libpath),
Float64,
(Ptr{spir_kernel}, Float64, Ptr{Nothing}, Ptr{Int32}),
kernel, epsilon, C_NULL, n_segments_x
)
segments_x = zeros(n_segments_x[] + 1)
n_segments_x_out = Cint(n_segments_x[] + 1)
ccall(
(:spir_kernel_get_sve_hints_segments_x, libpath),
Float64,
(Ptr{spir_kernel}, Float64, Ptr{Float64}, Ptr{Int32}),
kernel, epsilon, segments_x, Ref(n_segments_x_out)
)
return segments_x
end
function spir_kernel_get_sve_hints_segments_y(kernel::Ptr{spir_kernel}, epsilon::Float64)
status = Ref{Int32}(0)
n_segments_y = Ref{Int32}(0)
# First call: get the number of segments
status = ccall(
(:spir_kernel_get_sve_hints_segments_y, libpath),
Float64,
(Ptr{spir_kernel}, Float64, Ptr{Nothing}, Ptr{Int32}),
kernel, epsilon, C_NULL, n_segments_y
)
segments_y = zeros(n_segments_y[] + 1)
n_segments_y_out = Cint(n_segments_y[] + 1)
# Second call: get the actual segments
ccall(
(:spir_kernel_get_sve_hints_segments_y, libpath),
Float64,
(Ptr{spir_kernel}, Float64, Ptr{Float64}, Ptr{Int32}),
kernel, epsilon, segments_y, Ref(n_segments_y_out)
)
return segments_y
end
# %%
let
kernel = kernel_logistic_new(10.0)
n_gauss = spir_kernel_get_sve_hints_ngauss(kernel, 1e-8)
segments_x = spir_kernel_get_sve_hints_segments_x(kernel, 1e-8)
segments_y = spir_kernel_get_sve_hints_segments_y(kernel, 1e-8)
@assert length(segments_x) == 16
@assert length(segments_y) == 21
end
# %%
let
ngauss(epsilon) = epsilon >= 1e-8 ? 10 : 16
lambda = 10.0
epsilon = 1e-8
full_hints = SparseIR.sve_hints(SparseIR.LogisticKernel(lambda), epsilon)
n_gauss = ngauss(epsilon)
@assert n_gauss == 10
segs_x = SparseIR.segments_x(full_hints)
segs_x = segs_x[segs_x.>=0]
length(segs_x) == 16
segs_y = SparseIR.segments_y(full_hints)
segs_y = segs_y[segs_y.>=0]
length(segs_y) == 21
end