103 lines
2.8 KiB
Ruby
Executable file
103 lines
2.8 KiB
Ruby
Executable file
$:.push "."
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require "gnuplot"
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require "util.rb"
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require "plot.rb"
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require "csvx.rb"
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data = File.csv("data.csv", header: true)
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plot_output :aqua
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# $plot_auto_open = true
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all_strategies =
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[
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"Mimir-Mat",
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"Mimir-Inline",
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"Mimir-Sample",
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"Mimir-Partition",
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"MCDB-Mimir",
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"SQLite-Det",
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"MayBMS-PGSQL",
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"MayBMS-SQLite",
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]
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data.map { |r| [r["Query"].split(/-/)[0], r] }
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.reduce
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.each do |group, records|
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plot group => ["data.csv", "Rakefile"] do |plot|
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strategies =
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all_strategies
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.where { |s| records.index { |r| r["Strategy"] == s } }
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queries =
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records
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.map { |r| r["Query"] }
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.uniq.sort
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lookup = records.map { |r| [[r["Strategy"], r["Query"]], r["Time"]] }.to_h
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strategies
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pretty_plot(plot, border: [:all])
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plot.key "left top opaque"
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plot.ylabel "Time (s)"
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max_y =
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records.map { |r| r["Time"] }
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.where { |r| /[\-0-9.]+/ =~ r }
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.map { |r| r.to_f }
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.max
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case group
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when "TPCH"
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max_y = 300
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plot.key "center top outside maxcols 3 maxrows 2"
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when "PDB"
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max_y = 45
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plot.key "center top outside maxcols 3 maxrows 3"
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end
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plot.yrange "[0:#{max_y}]"
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labels = []
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draw_clustered_bar_plot(plot,
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data: (queries.map.with_index { |q,qi|
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strategies.map.with_index { |s,si|
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time = lookup[[s,q]]
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x_pos = bar_plot_position(si, qi, strategies.length)+1
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font = "Helvetica-Bold,6"
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case time
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when nil then
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labels.push "'?? Missing ??' at #{x_pos},6 font '#{font}' rotate by 90"
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when "TIMEOUT" then
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labels.push "'TIME OUT' at #{x_pos},#{max_y * 0.80} font '#{font}' rotate by 90 front"
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max_y * 1.2
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when "UNSUPPORTED"
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labels.push "'UNSUPPORTED' at #{x_pos},5 font '#{font}' rotate by 90 front tc ls #{si+1}"
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1
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else
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time = time.to_f
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if time > max_y
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labels.push "'[ #{time.to_i}s ]' at #{x_pos},#{max_y * 0.80} font 'Helvetica-Bold,8' rotate by 90 front"
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end
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time
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end
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}
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}),
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dataset_labels: strategies,
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group_labels: queries,
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bar_width: 15
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)
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labels.each { |l| plot.label l }
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(1...queries.length).each { |qi|
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x_pos = bar_plot_position(0, qi, strategies.length) - 18
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plot.arrow("from #{x_pos},0 to #{x_pos},#{max_y} nohead lc rgb \"#808080\"")
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}
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end
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task :default => group
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end
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