progress bar callback

Project.toml

@@ -4,32 +4,34 @@ authors = ["Tobias Knopp <[email protected]>"]
 version = "0.13.1-DEV"
 
 [deps]
-Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
-Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
-LinearOperatorCollection = "a4a2c56f-fead-462a-a3ab-85921a5f2575"
-LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
-LinearOperators = "5c8ed15e-5a4c-59e4-a42b-c7e8811fb125"
+Coverage = "a2441757-f6aa-5fb2-8edb-039e3f45d037"
 FLoops = "cc61a311-1640-44b5-9fba-1b764f453329"
+InteractiveUtils = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
 IterativeSolvers = "42fd0dbc-a981-5370-80f2-aaf504508153"
-StatsBase = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
+LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
+LinearOperatorCollection = "a4a2c56f-fead-462a-a3ab-85921a5f2575"
+LinearOperators = "5c8ed15e-5a4c-59e4-a42b-c7e8811fb125"
+ProgressMeter = "92933f4c-e287-5a05-a399-4b506db050ca"
+Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
+Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
+StatsBase = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
 VectorizationBase = "3d5dd08c-fd9d-11e8-17fa-ed2836048c2f"
-InteractiveUtils = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
-
-[extras]
-Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
-Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
-FFTW = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
 
 [compat]
-IterativeSolvers = "0.9"
-julia = "1.9"
-StatsBase = "0.33, 0.34"
+FFTW = "1.0"
 FLoops = "0.2"
-VectorizationBase = "0.19, 0.21"
+IterativeSolvers = "0.9"
 LinearOperatorCollection = "1.2"
 LinearOperators = "2.3.3"
-FFTW = "1.0"
+StatsBase = "0.33, 0.34"
+VectorizationBase = "0.19, 0.21"
+julia = "1.9"
+
+[extras]
+FFTW = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
+Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
+Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [targets]
 test = ["Test", "Random", "FFTW"]

src/Callbacks.jl

@@ -1,3 +1,6 @@
+using ProgressMeter
+
+
 export CompareSolutionCallback
 mutable struct CompareSolutionCallback{T, F}
   ref::Vector{T}
@@ -49,4 +52,33 @@ function (cb::StoreConvergenceCallback)(solver::AbstractLinearSolver, _)
     push!(values, meas[key])
     cb.convMeas[key] = values
   end
-end
+end
+
+
+export ProgressBarCallback
+"""
+    ProgressBarCallback()
+
+Callback that displays a progress bar for a solver.
+"""
+Base.@kwdef mutable struct ProgressBarCallback
+  meter::Union{Progress,Nothing} = nothing
+end
+ProgressBarCallback(solver::AbstractLinearSolver) = ProgressBarCallback(Progress(solver.iterations))
+ProgressBarCallback(iterations::Int) = ProgressBarCallback(Progress(iterations))
+
+"""
+  (self::ProgressBarCallback)(solver::AbstractLinearSolver, iter_n::Int)
+
+Initializes the callback when `iter_n` is zero, then updates the progress bar.
+"""
+function (self::ProgressBarCallback)(solver::AbstractLinearSolver, iter_n::Int)
+  if iter_n != 0
+    next!(self.meter)
+  end
+
+  # lazy init for iter_n = 0
+  if iter_n == 0 && isnothing(self.meter)
+    self.meter = Progress(solver.iterations)
+  end
+end

test/runtests.jl

@@ -6,4 +6,5 @@ using FFTW
 include("testKaczmarz.jl")
 include("testProxMaps.jl")
 include("testSolvers.jl")
-include("testRegularization.jl")
+include("testRegularization.jl")
+include("testCallbacks.jl")

test/testCallbacks.jl

@@ -0,0 +1,15 @@
+@testset "ProgressBarCallback" begin
+    A = [
+        0.831658 0.96717
+        0.383056 0.39043
+        0.820692 0.08118
+    ]
+    x = [0.593; 0.269]
+    b = A * x
+
+    solver = ADMM(A; iterations=50)
+
+    _ = solve!(solver, b, callbacks=ProgressBarCallback())
+    _ = solve!(solver, b, callbacks=ProgressBarCallback(solver))
+    _ = solve!(solver, b, callbacks=ProgressBarCallback(50))
+end