233 lines
6.9 KiB
Julia
233 lines
6.9 KiB
Julia
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using CSV
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using DataFrames
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using Plots
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using StatsPlots
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using LaTeXStrings
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if (length(ARGS) < 1)
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println("Please use with \"input_file.csv\"")
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end
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function proc_to_n(str::AbstractString)
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parts = split(str, "->")
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k_count = count(c -> c == 'k', parts[2])
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return k_count
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end
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input_file = ARGS[1]
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df = CSV.read(input_file, DataFrame)
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# plotting with process size as x axis
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THREADS = [1]
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for threads in THREADS
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title_string = "n-photon Compton diagram generation"
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df_filt = filter(:cpu_threads => x -> x == threads, df)
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df_filt = filter(:process_name => x -> proc_to_n(x) >= 1, df_filt)
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# ns -> s
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df_filt.graph_gen_mean = @. df_filt.graph_gen_mean / 1e9
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df_filt.graph_gen_std = @. df_filt.graph_gen_std / 1e9
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# B -> MB (not MiB since the log scale is base 10)
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df_filt.graph_mem = @. df_filt.graph_mem / 1e6
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df_filt.graph_mem_reduced = @. df_filt.graph_mem_reduced / 1e6
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df_filt.process_size = @. proc_to_n(df_filt.process_name)
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l = length(df_filt.process_size)
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println(df_filt[!, :process_size])
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println(df_filt[!, :graph_mem])
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println(df_filt[!, :graph_mem_reduced])
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@df df_filt scatter(:process_size, :graph_mem, label = "unreduced graph", markersize = 7)
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scatter!(
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df_filt[!, :process_size],
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df_filt[!, :graph_mem_reduced],
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label = "reduced graph",
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markershape = :square,
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markersize = 7,
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)
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plot!(
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title = "n-photon Compton diagram memory footprint",
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yscale = :log10,
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legend = :outerbottom,
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minorgrid = true,
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xticks = :process_size,
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#yticks = [1e-3, 1e-1, 1e1, 1e3],
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xgrid = false,
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xminorticks = false,
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legendcolumns = 1,
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legend_font_pointsize = 12,
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fontsize = 12,
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size = (800, 600),
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ylabel = "memory footprint (MB)",
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xlabel = "process size (#)",
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)
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savefig("gen_memory_$(threads).pdf")
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@df df_filt scatter(
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:process_size,
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:graph_gen_mean,
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yerror = :graph_gen_std,
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label = "graph generation time",
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markersize = 7,
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)
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scatter!(
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df_filt[!, :process_size],
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df_filt[!, :graph_elapsed_reduce],
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label = "graph reduction time",
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markershape = :square,
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markersize = 7,
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)
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plot!(
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title = title_string,
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yscale = :log10,
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legend = :outerbottom,
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minorgrid = true,
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xticks = :process_size,
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yticks = [1e-3, 1e-1, 1e1, 1e3],
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xgrid = false,
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xminorticks = false,
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legendcolumns = 1,
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legend_font_pointsize = 12,
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fontsize = 12,
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size = (800, 600),
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ylabel = "time (s)",
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xlabel = "process size (#)",
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)
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savefig("gen_times_$(threads)_threads.pdf")
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exit(0)
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# graph size
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title_string = "n-photon Compton unreduced graph size"
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@df df_filt scatter(:process_size, :graph_nodes, label = "nodes", markershape = :circle)
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@df df_filt scatter!(:process_size, :graph_edges, label = "edges", markershape = :square)
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@df df_filt scatter!(:process_size, :graph_u_nodes, label = "U-nodes", markershape = :star)
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@df df_filt scatter!(:process_size, :graph_v_nodes, label = "V-nodes", markershape = :utriangle)
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@df df_filt scatter!(:process_size[2:end], :graph_s1_nodes[2:end], label = "S1-nodes", markershape = :x)
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@df df_filt scatter!(:process_size, :graph_s2_nodes, label = "S2-nodes", markershape = :diamond)
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plot!(
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title = title_string,
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yscale = :log10,
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legend = :outerbottom,
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yminorgrid = true,
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xticks = :process_size,
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yticks = [1e1, 1e3, 1e5, 1e7],
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xgrid = false,
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xminorticks = false,
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legendcolumns = 2,
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legend_font_pointsize = 10,
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size = (800, 600),
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ylabel = "(#)",
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xlabel = "process size (#)",
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)
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savefig("compton_graph_size_unreduced.pdf")
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# graph size
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title_string = "n-photon Compton reduced graph size"
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@df df_filt scatter(:process_size, :graph_nodes_reduced, label = "nodes", markershape = :circle)
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@df df_filt scatter!(:process_size, :graph_edges_reduced, label = "edges", markershape = :square)
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@df df_filt scatter!(:process_size, :graph_u_nodes_reduced, label = "U-nodes", markershape = :star)
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@df df_filt scatter!(:process_size, :graph_v_nodes_reduced, label = "V-nodes", markershape = :utriangle)
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@df df_filt scatter!(:process_size[2:end], :graph_s1_nodes_reduced[2:end], label = "S1-nodes", markershape = :x)
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@df df_filt scatter!(:process_size, :graph_s2_nodes_reduced, label = "S2-nodes", markershape = :diamond)
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plot!(
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title = title_string,
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yscale = :log10,
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legend = :outerbottom,
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yminorgrid = true,
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xticks = :process_size,
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yticks = [1e1, 1e2, 1e3, 1e4, 1e5, 1e6],
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xgrid = false,
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xminorticks = false,
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legendcolumns = 2,
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legend_font_pointsize = 10,
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size = (800, 600),
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ylabel = "(#)",
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xlabel = "process size (#)",
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)
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savefig("compton_graph_size_reduced.pdf")
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# graph size versus
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title_string = "n-photon Compton graph sizes"
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@df df_filt scatter(:process_size, :graph_nodes, label = "nodes", markershape = :circle)
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@df df_filt scatter!(:process_size, :graph_edges, label = "edges", markershape = :square)
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@df df_filt scatter!(:process_size, :graph_nodes_reduced, label = "nodes (after reduction)", markershape = :star)
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@df df_filt scatter!(
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:process_size,
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:graph_edges_reduced,
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label = "edges (after reduction)",
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markershape = :utriangle,
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)
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plot!(
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title = title_string,
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yscale = :log10,
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legend = :outerbottom,
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yminorgrid = true,
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xticks = :process_size,
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yticks = [1e1, 1e2, 1e3, 1e4, 1e5, 1e6],
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xgrid = false,
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xminorticks = false,
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legendcolumns = 2,
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legend_font_pointsize = 10,
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size = (800, 600),
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ylabel = "(#)",
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xlabel = "process size (#)",
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)
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savefig("compton_graph_size_versus.pdf")
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end
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# for a specific process, plot times with threads as x
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process = "ke->kkkkkkkke"
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title_string = "n-photon Compton diagram generation times, $process"
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df_filt = filter(:process_name => x -> x == process, df)
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df_filt.graph_gen_mean = @. df_filt.graph_gen_mean / 1e9
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df_filt.graph_gen_std = @. df_filt.graph_gen_std / 1e9
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@df df_filt scatter(
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:cpu_threads,
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:graph_gen_mean,
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yerror = :graph_gen_std,
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label = "graph generation time",
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markersize = 7,
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)
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plot!(
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title = title_string,
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yscale = :linear,
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legend = :outerbottom,
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minorgrid = true,
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xticks = :cpu_threads,
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#yticks = [1e-3, 1e-2, 1e-1, 1e-0, 1e1],
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ylim = (0, max(df_filt[!, :graph_gen_mean]...) * 1.1),
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xgrid = false,
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xminorticks = false,
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legendcolumns = 1,
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legend_font_pointsize = 10,
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size = (800, 600),
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ylabel = "time (s)",
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xlabel = "process size (#)",
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)
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savefig("gen_times_$(process).pdf")
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