PSBoardDataBase/examples/power_stats.jl

### A Pluto.jl notebook ###
# v0.20.4

using Markdown
using InteractiveUtils

# ╔═╡ 6be3a814-99d7-11ef-2a55-1b913a605e59
begin
    using PlutoUI
    using SQLite
    using DataFrames
    using DBInterface
    using Tables
    using FHist
    using CairoMakie
    using Statistics
end

# ╔═╡ 2d6d92f7-932c-4a11-81ae-4442d36db5c2
md"""
- データベースファイルのみに依存
"""

# ╔═╡ a16c53be-843a-45d7-872f-c1e27294cf99
TableOfContents()

# ╔═╡ 947cb422-fd16-43e8-b007-a96d5af42499
md"""
# データ読み込み
"""

# ╔═╡ 3bbbd342-9d50-42b4-bcfd-d73ee87fcb45
db = SQLite.DB("../psboard_qaqc.db")

# ╔═╡ 130b027d-0352-4a0d-9567-3e6792d5953d
DBInterface.execute(db, sql"select * from versions") |> Tables.rowtable

# ╔═╡ b73e84d8-c4da-4853-816e-c112e2cf1410
SQLite.tables(db)

# ╔═╡ b312de93-d5e2-4775-8fb8-29ffb17ad781
qaqc_single_results =
    DBInterface.execute(db, sql"select * from qaqc_single_run_results") |> DataFrame

# ╔═╡ 9d94c407-7477-4621-9253-906f2895bcc4
qaqc_single_results_selected = filter(:qspip => ==(1), qaqc_single_results)

# ╔═╡ fbc485a5-5606-4124-ac7f-a91b91b71388
qaqc_runs = let
    df = DBInterface.execute(db, sql"select * from qaqc_runs") |> DataFrame
    transform!(
        df,
        :shiftscript_ver => ByRow(v -> begin
            v isa VersionNumber ? v : passmissing(VersionNumber)(v)
        end),
    )
    df
end

# ╔═╡ 6a5453b0-fa2d-4a06-8151-6c904ad68789
qaqc_positions = DBInterface.execute(db, sql"select * from qaqc_positions") |> DataFrame

# ╔═╡ 09a5473b-1818-47dc-b685-31051ed47106
md"""
# 解析
"""

# ╔═╡ 425f9200-ebed-4677-8011-93c45eef71fc
md"""
## PowerFailの場所分布
- v1.0.4かつレジスタアクセスができている試験結果
"""

# ╔═╡ f8fc02f7-827b-441d-b541-c9e26421df95
# leftjoin(qaqc_single_results, qaqc_runs, on = :runid => :id, makeunique = true)

# ╔═╡ 968c5eb0-dfe1-4cbe-9093-742b7dde1d5a
let
    df = copy(qaqc_single_results, copycols = true)
    target_runids =
        filter(
            :shiftscript_ver_function => (v -> !ismissing(v) && v ≥ v"1.0.4"),
            qaqc_runs,
        ).id
    filter!(:runid => in(target_runids), df)
    filter!(:qspip => ==(1), df)

    df = combine(groupby(df, :position)) do sdf
        (; n_power_fail = count(!=(1), sdf.power))
    end
    rename!(df, :position => :position_id)

    leftjoin!(df, qaqc_positions, on = :position_id => :id)
    select!(df, Not(:rising_ns))
    df

    fig = Figure()
    ax = Axis(
        fig[1, 1],
        title = "場所分布",
        xticks = (eachindex(df.name), df.name),
        xticklabelrotation = π / 4,
    )
    barplot!(ax, df.n_power_fail, bar_labels = df.n_power_fail .|> Int64 .|> string)

    fig
end

# ╔═╡ de424d0d-4e4e-49df-bf4a-c73e368020a3
let
    df = copy(qaqc_single_results, copycols = true)
    target_runids =
        filter(
            [:shiftscript_ver_function, :campaign_id] => (
                (v, campaign) ->
                    !ismissing(v) && v ≥ v"1.0.4" && !ismissing(campaign) && campaign < 6
            ),
            qaqc_runs,
        ).id
    filter!(:runid => in(target_runids), df)
    filter!(:qspip => ==(1), df)

    df = combine(groupby(df, :position)) do sdf
        (; n_power_fail = count(!=(1), sdf.power))
    end
    rename!(df, :position => :position_id)

    leftjoin!(df, qaqc_positions, on = :position_id => :id)
    select!(df, Not(:rising_ns))
    df

    fig = Figure()
    ax = Axis(
        fig[1, 1],
        title = "Power Fail 場所分布 (第5回まで)",
        xticks = (eachindex(df.name), df.name),
        xticklabelrotation = π / 4,
    )
    barplot!(ax, df.n_power_fail, bar_labels = df.n_power_fail .|> Int64 .|> string)

    # Campaign 6
    df = copy(qaqc_single_results, copycols = true)
    target_runids =
        filter(
            [:shiftscript_ver_function, :campaign_id] => (
                (v, campaign) ->
                    !ismissing(v) && v ≥ v"1.0.4" && !ismissing(campaign) && campaign == 6
            ),
            qaqc_runs,
        ).id
    filter!(:runid => in(target_runids), df)
    filter!(:qspip => ==(1), df)

    df = combine(groupby(df, :position)) do sdf
        (; n_power_fail = count(!=(1), sdf.power))
    end
    rename!(df, :position => :position_id)

    leftjoin!(df, qaqc_positions, on = :position_id => :id)
    select!(df, Not(:rising_ns))

    @info "" df

    ax = Axis(
        fig[2, 1],
        title = "Power Fail 場所分布 (第6回 (B-0-2のケーブル交換))",
        xticks = (eachindex(df.name), df.name),
        xticklabelrotation = π / 4,
    )
    barplot!(ax, df.n_power_fail, bar_labels = df.n_power_fail .|> Int64 .|> string)

    fig
end

# ╔═╡ bfc8753d-b76f-45b5-b19e-528746648117
md"""
## 場所ごとの読み取り値の分布
"""

# ╔═╡ 205ce73d-6e02-4276-93b5-69b36b635398
gdf_by_pos = groupby(qaqc_single_results_selected, :position)

# ╔═╡ aa8bb253-33b7-47be-b6f2-3f230117d876
let
    fig = Figure()
    l = Label(fig[0, 1], rich("B-0-2 voltage distribution"), tellwidth = false)
    ax1 = Axis(fig[1, 1], title = "3V3D", limits = ((3.3 - 0.3, 3.3 + 0.3), nothing))
    ax2 = Axis(fig[2, 1], title = "3V3A", limits = ((3 - 0.3, 3 + 0.3), nothing))
    ax3 = Axis(fig[3, 1], title = "-3VA", limits = ((-3 - 0.3, -3 + 0.3), nothing))

    position_id = filter(:name => ==("B-0-2"), qaqc_positions).id |> first
    sdf = gdf_by_pos[(position = position_id,)]
    stephist!(ax1, sdf.power_3v3d |> skipmissing |> collect)
    stephist!(ax2, sdf.power_3v3a |> skipmissing |> collect)
    stephist!(ax3, sdf.power_n3va |> skipmissing |> collect)
    fig
end

# ╔═╡ 1ff6994e-de50-41f4-9313-cd117b50cfa3
let
    fig = Figure(size = (1200, 1200))
    for station_id in 0:1
        for position_id in 1:8
            pos_sdf = filter(
                [:station, :position] =>
                    ((station, pos) -> station == station_id && pos == position_id),
                qaqc_positions,
            )

            l = Label(
                fig[position_id, 4 * station_id + 0],
                rich(pos_sdf.name[1]),
                tellwidth = true,
                tellheight = false,
            )
            ax1 = Axis(
                fig[position_id, 4 * station_id + 1],
                title = "3V3D",
                limits = ((3.3 - 0.3, 3.3 + 0.3), nothing),
            )
            ax2 = Axis(
                fig[position_id, 4 * station_id + 2],
                title = "3V3A",
                limits = ((3 - 0.3, 3 + 0.3), nothing),
            )
            ax3 = Axis(
                fig[position_id, 4 * station_id + 3],
                title = "-3VA",
                limits = ((-3 - 0.3, -3 + 0.3), nothing),
            )

            sdf = gdf_by_pos[(position = pos_sdf.id[1],)]
            stephist!(
                ax1,
                sdf.power_3v3d |> skipmissing |> collect,
                bins = range(3.3 - 0.3, 3.3 + 0.3, step = 0.01),
            )
            stephist!(
                ax2,
                sdf.power_3v3a |> skipmissing |> collect,
                bins = range(3 - 0.3, 3 + 0.3, step = 0.01),
            )
            stephist!(
                ax3,
                sdf.power_n3va |> skipmissing |> collect,
                bins = range(-3 - 0.3, -3 + 0.3, step = 0.01),
            )
        end
    end
    fig
end

# ╔═╡ 415f5a7f-7b47-4738-8b5d-7974f68d642f
md"""
## 時間変化
"""

# ╔═╡ 9d326eb4-ee12-4fb6-99cc-46b9fbfd1c29
let
    fig = Figure(size = (1000, 4000))

    for station_id in 0:1
        for position_id in 1:9
            tmpfig = Figure()
            pos_sdf = filter(
                [:station, :position] =>
                    ((station, pos) -> station == station_id && pos == position_id),
                qaqc_positions,
            )

            fig[position_id, station_id] = gl = GridLayout()
            Label(
                gl[0, 1],
                rich(pos_sdf.name[1], bold = true, fontsize = 20),
                tellwidth = false,
            )
            ax_3v3d = Axis(gl[1, 1], limits = (nothing, (3.3 - 0.3, 3.3 + 0.3)))
            ax_3v3a = Axis(gl[2, 1], limits = (nothing, (3 - 0.3, 3 + 0.3)))
            ax_n3va = Axis(gl[3, 1], limits = (nothing, (-3 - 0.3, -3 + 0.3)))

            hlines!(ax_3v3d, [3.3], color = :green, linestyle = :dash)
            hlines!(ax_3v3a, [3], color = :green, linestyle = :dash)
            hlines!(ax_n3va, [-3], color = :green, linestyle = :dash)

            sdf = gdf_by_pos[(position = pos_sdf.id[1],)]
            scatter!(ax_3v3d, sdf.runid, sdf.power_3v3d, color = :black)
            scatter!(ax_3v3a, sdf.runid, sdf.power_3v3a, color = :red4)
            scatter!(ax_n3va, sdf.runid, sdf.power_n3va, color = :blue4)
            outlier_3v3d = findall(sdf.power_3v3d) do val
                v_min, v_max = ax_3v3d.limits[][2]
                !ismissing(val) && (val < v_min || v_max < val)
            end
            outlier_3v3a = findall(sdf.power_3v3a) do val
                v_min, v_max = ax_3v3a.limits[][2]
                !ismissing(val) && (val < v_min || v_max < val)
            end
            outlier_n3va = findall(sdf.power_n3va) do val
                v_min, v_max = ax_n3va.limits[][2]
                !ismissing(val) && (val < v_min || v_max < val)
            end
            if any(!isempty, (outlier_3v3d, outlier_3v3a, outlier_n3va))
                @info "outlier" sdf[
                    unique([outlier_3v3d; outlier_3v3a; outlier_n3va]),
                    :,
                ] |> Tables.rowtable
            end
        end
    end
    fig
end

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version = "1.3.7+2"

[[deps.nghttp2_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
version = "1.59.0+0"

[[deps.oneTBB_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "7d0ea0f4895ef2f5cb83645fa689e52cb55cf493"
uuid = "1317d2d5-d96f-522e-a858-c73665f53c3e"
version = "2021.12.0+0"

[[deps.p7zip_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
version = "17.4.0+2"

[[deps.x264_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "35976a1216d6c066ea32cba2150c4fa682b276fc"
uuid = "1270edf5-f2f9-52d2-97e9-ab00b5d0237a"
version = "10164.0.0+0"

[[deps.x265_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "dcc541bb19ed5b0ede95581fb2e41ecf179527d2"
uuid = "dfaa095f-4041-5dcd-9319-2fabd8486b76"
version = "3.6.0+0"
"""

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