Bug fix in UniqueElementsEncoding

Project.toml

@@ -2,7 +2,7 @@ name = "ComplexityMeasures"
 uuid = "ab4b797d-85ee-42ba-b621-05d793b346a2"
 authors = "Kristian Agasøster Haaga <[email protected]>, George Datseries <[email protected]>"
 repo = "https://github.com/juliadynamics/ComplexityMeasures.jl.git"
-version = "3.6.4"
+version = "3.6.5"
 
 [deps]
 Combinatorics = "861a8166-3701-5b0c-9a16-15d98fcdc6aa"

src/encoding_implementations/unique_elements_encoding.jl

@@ -25,20 +25,21 @@
 struct UniqueElementsEncoding{T, I <: Integer} <: Encoding
     encode_dict::Dict{T, I}
     decode_dict::Dict{I, T}
-    function UniqueElementsEncoding(x)
-
-        # Ecode in order of first appearance, because `sort` doesn't work if we mix types,
-        # e.g. `String` and `Int`.
-        x_unique = unique(x)
-        encode_dict = Dict{eltype(x), Int}()
-        decode_dict = Dict{Int, eltype(x)}()
-        for (i, xu) in enumerate(x_unique)
-            encode_dict[xu] = i
-            decode_dict[i] = xu
-        end
-        new{eltype(x), Int}(encode_dict, decode_dict)
+end
+function UniqueElementsEncoding(x)
+    # Encode in order of first appearance, because `sort` doesn't work if we mix types,
+    # e.g. `String` and `Int`.
+    x_unique = unique(vec(x))
+    T = eltype(x_unique)
+    encode_dict = Dict{T, Int}()
+    decode_dict = Dict{Int, T}()
+    for (i, xu) in enumerate(x_unique)
+        encode_dict[xu] = i
+        decode_dict[i] = xu
     end
+    return UniqueElementsEncoding(encode_dict, decode_dict)
 end
+
 function UniqueElementsEncoding()
     throw(ArgumentError("`UniqueElementsEncoding` can't be initialized without input data."))
 end
@@ -47,6 +48,6 @@
     return encoding.encode_dict[x]
 end
 
-function decode(encoding::UniqueElementsEncoding, ω::Integer)
+function decode(encoding::UniqueElementsEncoding, ω::I) where I <: Integer
     return encoding.decode_dict[ω]
 end

src/outcome_spaces/unique_elements.jl

@@ -35,6 +35,7 @@ probabilities(x) = probabilities(UniqueElements(), x)
 outcome_space(::UniqueElements, x) = sort!(unique(x))
 
 function codify(o::UniqueElements, x)
-    encoding = UniqueElementsEncoding(x)
-    encode.(Ref(encoding), x)
+    xv = vec(x)
+    encoding = UniqueElementsEncoding(xv)
+    encode.(Ref(encoding), xv)
 end

test/encodings/encodings/unique_elements_encoding.jl

@@ -1,6 +1,17 @@
 using Test
 using ComplexityMeasures
+using StateSpaceSets
 
-x = ['a', 2, 5, 2, 5, 'a']
-e = UniqueElementsEncoding(x)
+x = ['a', 2, 5, 2, 5, 'a']; e = UniqueElementsEncoding(x)
 @test encode.(Ref(e), x) == [1, 2, 3, 2, 3, 1]
+
+y = ["a", "b", "c", "b", "a"]; ey = UniqueElementsEncoding(y)
+@test encode.(Ref(ey), y) == [1, 2, 3, 2, 1]
+
+z = vec(StateSpaceSet(y)); ez = UniqueElementsEncoding(z)
+@test encode.(Ref(ez), z)  == [1, 2, 3, 2, 1]
+
+# TODO: this should really work (but broadcasting fails). The error is not in this package,
+# but is due to lacking broadcasting implementation in StateSpaceSets.jl
+# w = StateSpaceSet(y); ew = UniqueElementsEncoding(w)
+# @test encode.(Ref(ew), w)  == [1, 2, 3, 2, 1]

test/outcome_spaces/implementations/unique_elements.jl

@@ -38,4 +38,7 @@ end
 
 # Codification of vector inputs (time series)
 x = [1, 3, 2, 1, 2, 2, 1, 3, 1]
+y = StateSpaceSet(["a", "b", "c", "b", "a"])
+
 @test codify(UniqueElements(), x) isa Vector{Int}
+@test codify(UniqueElements(), y) isa Vector{Int}