Avoid breaking changes

Project.toml

@@ -1,7 +1,7 @@
 name = "XAIBase"
 uuid = "9b48221d-a747-4c1b-9860-46a1d8ba24a7"
 authors = ["Adrian Hill <gh@adrianhill.de>"]
-version = "2.0.0-DEV"
+version = "1.1.0-DEV"
 
 [deps]
 TextHeatmaps = "2dd6718a-6083-4824-b9f7-90e4a57f72d2"

src/XAIBase.jl

@@ -26,9 +26,12 @@ include("analyze.jl")
 # Heatmapping for vision and NLP tasks.
 include("heatmaps.jl")
 
+# To be removed in next breaking release:
+include("deprecated.jl")
+
 export AbstractXAIMethod
 export AbstractNeuronSelector
 export Explanation
 export analyze
-export heatmap, textheatmap
+export heatmap
 end #module

src/deprecated.jl

@@ -0,0 +1,10 @@
+function Explanation(val, output, output_selection, analyzer::Symbol)
+    @warn "Creating an Explanation without a heatmap style is being deprecated. Defaulting to `heatmap=:attribution`."
+    return Explanation(val, output, output_selection, analyzer, :attribution, nothing)
+end
+function Explanation(
+    val, output, output_selection, analyzer::Symbol, extras::Union{Nothing,NamedTuple}
+)
+    @warn "Creating an Explanation without a heatmap style is being deprecated. Defaulting to `heatmap=:attribution`."
+    return Explanation(val, output, output_selection, analyzer, :attribution, extras)
+end

src/explanation.jl

@@ -19,6 +19,6 @@ struct Explanation{V,O,S,E<:Union{Nothing,NamedTuple}}
     heatmap::Symbol
     extras::E
 end
-function Explanation(val, output, output_selection, analyzer, heatmap)
+function Explanation(val, output, output_selection, analyzer::Symbol, heatmap::Symbol)
     return Explanation(val, output, output_selection, analyzer, heatmap, nothing)
 end

src/heatmaps.jl

@@ -43,8 +43,8 @@ Visualize `Explanation` from XAIBase as a vision heatmap.
 Assumes WHCN convention (width, height, channels, batchsize) for `explanation.val`.
 
 ## Keyword arguments
-- `colorscheme::Union{ColorScheme,Symbol}`: Color scheme from ColorSchemes.jl.
-  Defaults to `seismic`.
+- `colorscheme::Union{ColorScheme,Symbol}`: color scheme from ColorSchemes.jl.
+  Defaults to `:$DEFAULT_COLORSCHEME`.
 - `reduce::Symbol`: Selects how color channels are reduced to a single number to apply a color scheme.
   The following methods can be selected, which are then applied over the color channels
   for each "pixel" in the array:
@@ -80,7 +80,7 @@ end
 #===============#
 
 """
-    textheatmap(explanation, text)
+    heatmap(explanation, text)
 
 Visualize `Explanation` from XAIBase as text heatmap.
 Text should be a vector containing vectors of strings, one for each input in the batched explanation.
@@ -92,7 +92,7 @@ Text should be a vector containing vectors of strings, one for each input in the
   before the color scheme is applied. Can be either `:extrema` or `:centered`.
   Defaults to `:$DEFAULT_RANGESCALE` for use with the default color scheme `:$DEFAULT_COLORSCHEME`.
 """
-function textheatmap(
+function heatmap(
     expl::Explanation, texts::AbstractVector{<:AbstractVector{<:AbstractString}}; kwargs...
 )
     ndims(expl.val) != 2 && throw(
@@ -113,6 +113,6 @@ function textheatmap(
     ]
 end
 
-function textheatmap(expl::Explanation, text::AbstractVector{<:AbstractString}; kwargs...)
-    return textheatmap(expl, [text]; kwargs...)
+function heatmap(expl::Explanation, text::AbstractVector{<:AbstractString}; kwargs...)
+    return heatmap(expl, [text]; kwargs...)
 end

test/runtests.jl

@@ -24,4 +24,9 @@ using Aqua
         @info "Testing text heatmaps..."
         include("test_textheatmap.jl")
     end
+    @testset "Deprecations" begin
+        # To be removed in next breaking release
+        @info "Testing deprecations..."
+        include("test_deprecated.jl")
+    end
 end

test/test_deprecated.jl

@@ -0,0 +1,6 @@
+# Test deprecation warnings
+shape = (2, 2, 3, 1)
+val = output = reshape(collect(Float32, 1:prod(shape)), shape)
+neuron_selection = [CartesianIndex(1, 2)] # irrelevant
+@test_logs (:warn,) expl = Explanation(val, output, [neuron_selection], :LRP)
+@test_logs (:warn,) expl = Explanation(val, output, [neuron_selection], :LRP, nothing)

test/test_textheatmap.jl

@@ -2,21 +2,21 @@ val = output = [1 6; 2 5; 3 4]
 text = [["Test", "Text", "Heatmap"], ["another", "dummy", "input"]]
 neuron_selection = [CartesianIndex(1, 2), CartesianIndex(3, 4)] # irrelevant
 expl = Explanation(val, output, neuron_selection, :Gradient, :sensitivity)
-h = textheatmap(expl, text)
+h = heatmap(expl, text)
 @test_reference "references/Gradient1.txt" repr("text/plain", h[1])
 @test_reference "references/Gradient2.txt" repr("text/plain", h[2])
 
 expl = Explanation(
     val[:, 1:1], output[:, 1:1], neuron_selection[1], :Gradient, :sensitivity
 )
-h = textheatmap(expl, text[1])
+h = heatmap(expl, text[1])
 @test_reference "references/Gradient1.txt" repr("text/plain", only(h))
 
 expl = Explanation(val, output, neuron_selection, :LRP, :attribution)
-h = textheatmap(expl, text)
+h = heatmap(expl, text)
 @test_reference "references/LRP1.txt" repr("text/plain", h[1])
 @test_reference "references/LRP2.txt" repr("text/plain", h[2])
 
-h = textheatmap(expl, text; rangescale=:extrema)
+h = heatmap(expl, text; rangescale=:extrema)
 @test_reference "references/LRP1_extrema.txt" repr("text/plain", h[1])
 @test_reference "references/LRP2_extrema.txt" repr("text/plain", h[2])