Commented out test code in datacleaning.jl

src/datacleaning.jl

@@ -164,84 +164,84 @@ end
 
 
 # Generate dummy data with missing values
-starttime = DateTime(2023, 1, 1, 0, 0)
-endtime = DateTime(2023, 1, 12, 24, 0)
-times = starttime:Hour(6):endtime
+# starttime = DateTime(2023, 1, 1, 0, 0)
+# endtime = DateTime(2023, 1, 12, 24, 0)
+# times = starttime:Hour(6):endtime
 
-rawvals, purevals = gendata(times, 2, 0.75, 0.5)
-raw = TimeArray(times, rawvals, [:raw])
-pure = TimeArray(times, purevals, [:pure])
-# raw = TimeArray(times, genstepdata(times, 20, 0.75, 0.5, 10) .+ 50.0, [:raw1])
+# rawvals, purevals = gendata(times, 2, 0.75, 0.5)
+# raw = TimeArray(times, rawvals, [:raw])
+# pure = TimeArray(times, purevals, [:pure])
+# # raw = TimeArray(times, genstepdata(times, 20, 0.75, 0.5, 10) .+ 50.0, [:raw1])
 
-sf1 = filldata(raw)
-rename!(sf1, [:default02])
+# sf1 = filldata(raw)
+# rename!(sf1, [:default02])
 
-sf2 = filldata(raw, denoise = true)
-rename!(sf2, [:denoise02])
+# sf2 = filldata(raw, denoise = true)
+# rename!(sf2, [:denoise02])
 
-sf3 = filldata(raw, fullsmooth = true, suggest_start=true, suggest_end=true, startvals=[0.0, 0.0], endvals=[0.0, 0.0])
-rename!(sf3, [:fullsmooth02])
+# sf3 = filldata(raw, fullsmooth = true, suggest_start=true, suggest_end=true, startvals=[0.0, 0.0], endvals=[0.0, 0.0])
+# rename!(sf3, [:fullsmooth02])
 
-sf4 = filldata(raw, α=0.5)
-rename!(sf4, [:default05])
+# sf4 = filldata(raw, α=0.5)
+# rename!(sf4, [:default05])
 
-sf5 = filldata(raw, denoise = true, α=0.5)
-rename!(sf5, [:denoise05])
+# sf5 = filldata(raw, denoise = true, α=0.5)
+# rename!(sf5, [:denoise05])
 
-sf6 = filldata(raw, fullsmooth = true, α=0.5, suggest_start=true, suggest_end=true, startvals=[0.0, 0.0], endvals=[0.0, 0.0])
-rename!(sf6, [:fullsmooth05])
+# sf6 = filldata(raw, fullsmooth = true, α=0.5, suggest_start=true, suggest_end=true, startvals=[0.0, 0.0], endvals=[0.0, 0.0])
+# rename!(sf6, [:fullsmooth05])
 
-alldata = TimeSeries.merge(raw, sf1, sf2, sf3, sf4, sf5, sf6)
+# alldata = TimeSeries.merge(raw, sf1, sf2, sf3, sf4, sf5, sf6)
 
-# https://stats.lse.ac.uk/fryzlewicz/wbs/wbs.pdf
+# # https://stats.lse.ac.uk/fryzlewicz/wbs/wbs.pdf
+
+# # begin
+# #     scatter(raw, ms=6, label="raw")
+# #     scatter!(sf1, label="default", marker=:square)
+# #     scatter!(sf2, label="denoise", marker=:diamond)
+# #     scatter!(sf3, label="allsmoothed", ms=2)
+# # end
 
 # begin
-#     scatter(raw, ms=6, label="raw")
-#     scatter!(sf1, label="default", marker=:square)
-#     scatter!(sf2, label="denoise", marker=:diamond)
-#     scatter!(sf3, label="allsmoothed", ms=2)
+#     alldata = TimeSeries.merge(raw, sf1, sf2, sf3, sf4, sf5, sf6)
+#     l = @layout [a b c d;
+#                  e f g h]
+
+#     pltraw = let
+#         scatter(alldata[:raw], leg=:bottomleft, size=(640, 480));
+#         plot!(pure[:pure])
+#     end;
+
+#     pltdef02 = let 
+#         scatter(alldata[:default02], leg=:bottomleft, size=(640, 480))
+#         plot!(pure[:pure])
+#     end;
+
+#     pltnoise02 = let 
+#         scatter(alldata[:denoise02], leg=:bottomleft, size=(640, 480))
+#         plot!(pure[:pure])
+#     end;
+
+#     pltsmooth02 = let 
+#         scatter(alldata[:fullsmooth02], leg=:bottomleft, size=(640, 480))
+#         plot!(pure[:pure])
+#     end;
+
+#     pltdef05 = let 
+#         scatter(alldata[:default05], leg=:bottomleft, size=(640, 480))
+#         plot!(pure[:pure])
+#     end;
+
+#     pltnoise05 = let 
+#         scatter(alldata[:denoise05], leg=:bottomleft, size=(640, 480))
+#         plot!(pure[:pure])
+#     end;
+
+#     pltsmooth05 = let 
+#         scatter(alldata[:fullsmooth05], leg=:bottomleft, size=(640, 480))
+#         plot!(pure[:pure])
+#     end;
+
+#     plot(pltraw, pltdef02, pltnoise02, pltsmooth02, pltraw, pltdef05, pltnoise05, pltsmooth05, layout = l, size=(2560, 960))
 # end
-
-begin
-    alldata = TimeSeries.merge(raw, sf1, sf2, sf3, sf4, sf5, sf6)
-    l = @layout [a b c d;
-                 e f g h]
-
-    pltraw = let
-        scatter(alldata[:raw], leg=:bottomleft, size=(640, 480));
-        plot!(pure[:pure])
-    end;
-
-    pltdef02 = let 
-        scatter(alldata[:default02], leg=:bottomleft, size=(640, 480))
-        plot!(pure[:pure])
-    end;
-
-    pltnoise02 = let 
-        scatter(alldata[:denoise02], leg=:bottomleft, size=(640, 480))
-        plot!(pure[:pure])
-    end;
-
-    pltsmooth02 = let 
-        scatter(alldata[:fullsmooth02], leg=:bottomleft, size=(640, 480))
-        plot!(pure[:pure])
-    end;
-
-    pltdef05 = let 
-        scatter(alldata[:default05], leg=:bottomleft, size=(640, 480))
-        plot!(pure[:pure])
-    end;
-
-    pltnoise05 = let 
-        scatter(alldata[:denoise05], leg=:bottomleft, size=(640, 480))
-        plot!(pure[:pure])
-    end;
-
-    pltsmooth05 = let 
-        scatter(alldata[:fullsmooth05], leg=:bottomleft, size=(640, 480))
-        plot!(pure[:pure])
-    end;
-
-    plot(pltraw, pltdef02, pltnoise02, pltsmooth02, pltraw, pltdef05, pltnoise05, pltsmooth05, layout = l, size=(2560, 960))
-end
-savefig("cleandemo.png")
+# savefig("cleandemo.png")