From 72d783f4ab705defe45104bf517e156303a91e4a Mon Sep 17 00:00:00 2001
From: Wataru Otsubo <wotsubo@icepp.s.u-tokyo.ac.jp>
Date: Fri, 13 Dec 2024 20:14:35 +0900
Subject: [PATCH] update(skew_stats): plot for time dependency of skew for each
 campaigns

---
 examples/skew_stats.jl | 82 +++++++++++++++++++++++++++++++++++-------
 1 file changed, 70 insertions(+), 12 deletions(-)

diff --git a/examples/skew_stats.jl b/examples/skew_stats.jl
index 7d1f9a2..1bd28f1 100644
--- a/examples/skew_stats.jl
+++ b/examples/skew_stats.jl
@@ -723,9 +723,6 @@ let
         grd1[1:2, 2],
         limits = ((2.9, 6.7), nothing),
         ylabel = "Δskew / ns",
-        # xgridvisible = false,
-        # xticksvisible = false,
-        # xticklabelsvisible = false,
         xticks = (3:6, string.(3:6)),
         xlabel = "campaign",
         yminorticksvisible = true,
@@ -763,7 +760,6 @@ let
         text = string.(df_compare.psbid),
         color = (:black, 0.5),
         align = (:left, :center),
-        # fontsize = 17,
     )
     campaigns = df_compare.campaign_id_old |> unique |> sort!
     Legend(
@@ -817,7 +813,6 @@ let
             push!(std_runs, std(sdf_samerun.skew |> skipmissing))
             push!(datetime_runs, sdf_samerun.run_datetime |> first)
         end
-        @info "" mean_runs std_runs datetime_runs
         scatterlines!(
             ax,
             datetime_runs,
@@ -826,13 +821,7 @@ let
             markersize = 10,
             color = Makie.wong_colors()[2],
         )
-        errorbars!(
-            ax,
-            datetime_runs,
-            mean_runs,
-            std_runs,
-            color = Makie.wong_colors()[2],
-        )
+        errorbars!(ax, datetime_runs, mean_runs, std_runs, color = Makie.wong_colors()[2])
     end
     fig
 end
@@ -984,6 +973,74 @@ let
     fig
 end
 
+# ╔═╡ 126f5825-25c1-4628-b4ae-ffbd9830833c
+let
+    df = leftjoin(
+        df_skews_selected_valids,
+        select(qaqc_runs, [:id, :run_datetime]),
+        on = :runid => :id,
+    )
+    # from UTC to JST(+9h)
+    transform!(df, :run_datetime => ByRow(dt -> dt + Hour(9)) => :run_datetime)
+
+    @assert all(!ismissing, df.run_datetime)
+    dropmissing!(df, :run_datetime)
+
+    transform!(df, :run_datetime => ByRow(Date) => :run_date)
+
+    fig = Figure(size = (600, 900))
+    gdf = groupby(df, :campaign_id)
+    for (i, sdf) in enumerate(gdf)
+        unit_converter = Makie.DateTimeConversion(Time)
+        ax = Axis(
+            fig[i, 1],
+            title = string(keys(gdf)[i]),
+            dim1_conversion = unit_converter,
+            limits = (
+                (
+                    Makie.convert_dim_value(unit_converter, Time(0)),
+                    Makie.convert_dim_value(unit_converter, Time(23, 59, 59)),
+                ),
+                # (-2, 2),
+                nothing,
+            ),
+        )
+        sdf = transform(sdf, :run_datetime => ByRow(Time) => :run_time)
+        sort!(sdf, :run_time)
+        scatter!(ax, sdf.run_datetime .|> Time, sdf.skew, markersize = 7, alpha = 0.7)
+        df_runs = combine(
+            groupby(sdf, :runid),
+            AsTable(:) =>
+                (
+                    sdf -> begin
+                        (;
+                            mean = mean(sdf.skew |> skipmissing),
+                            std = std(sdf.skew |> skipmissing),
+                            run_time = first(sdf.run_time),
+                        )
+                    end
+                ) => [:mean, :std, :run_time],
+        )
+        sort!(df_runs, :run_time)
+        scatterlines!(
+            ax,
+            df_runs.run_time,
+            df_runs.mean,
+            marker = :hline,
+            markersize = 10,
+            color = Makie.wong_colors()[2],
+        )
+        errorbars!(
+            ax,
+            df_runs.run_time,
+            df_runs.mean,
+            df_runs.std,
+            color = Makie.wong_colors()[2],
+        )
+    end
+    fig
+end
+
 # ╔═╡ 46b2a3cd-d2e6-4277-8b65-9c61f25f69e8
 3 / 56
 
@@ -1206,6 +1263,7 @@ end
 # ╠═dff359b1-4827-40c6-86e4-0915974ef27d
 # ╠═7920b03b-1d1a-4b51-bfc0-86d1361f2ff1
 # ╠═e640424b-7f7b-4cca-a634-92749ceee170
+# ╠═126f5825-25c1-4628-b4ae-ffbd9830833c
 # ╠═46b2a3cd-d2e6-4277-8b65-9c61f25f69e8
 # ╟─55bad662-cfdd-45c8-81bf-4e65e5c8434e
 # ╠═13bb4978-b98d-44a3-a4b6-4241cadc609b