StromBench - VOID

void.livemd

Marko Mitranic

@markomitranic

strom-bench

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StromBench - VOID

Mix.install([
  {:jason, "~> 1.4"},
  {:vega_lite, "~> 0.1.6"},
  {:kino_vega_lite, "~> 0.1.7"}
])

alias VegaLite, as: Vl
alias Jason

Jason

Intro

The point of this test is purely to ensure that we are in fact seeing fairly stabile values when nothing is happening on the laptop.

dirname = "/Users/me/Sites/personal/energy_efficiency/recordings/raw/void/"
filenames = ["1.csv", "2.csv", "3.csv"]

["1.csv", "2.csv", "3.csv"]

Transform the data

sets =
  filenames
  |> Enum.map(fn filename ->
    set =
      "#{dirname}/#{filename}"
      |> File.read!()
      |> String.trim()
      |> String.split("\n")
      |> Enum.with_index(1)
      |> Enum.map(fn {line, i} ->
        line
        |> String.split(", ")
        |> Enum.map(fn val -> Integer.parse(val) |> elem(0) end)
        |> then(fn [timestamp, value] -> %{"timestamp" => timestamp, "mW" => value} end)
        |> Map.put("label", filename)
        |> Map.put("index", i)
      end)

    {filename, set}
  end)
  |> Enum.into(%{})
  |> Enum.reduce([], fn {_, set}, acc -> set ++ acc end)

[
  %{"index" => 1, "label" => "3.csv", "mW" => 12, "timestamp" => 1681391310},
  %{"index" => 2, "label" => "3.csv", "mW" => 47, "timestamp" => 1681391311},
  %{"index" => 3, "label" => "3.csv", "mW" => 24, "timestamp" => 1681391312},
  %{"index" => 4, "label" => "3.csv", "mW" => 35, "timestamp" => 1681391313},
  %{"index" => 5, "label" => "3.csv", "mW" => 12, "timestamp" => 1681391314},
  %{"index" => 6, "label" => "3.csv", "mW" => 14, "timestamp" => 1681391315},
  %{"index" => 7, "label" => "3.csv", "mW" => 12, "timestamp" => 1681391316},
  %{"index" => 8, "label" => "3.csv", "mW" => 33, "timestamp" => 1681391317},
  %{"index" => 9, "label" => "3.csv", "mW" => 14, "timestamp" => 1681391318},
  %{"index" => 10, "label" => "3.csv", "mW" => 23, "timestamp" => 1681391319},
  %{"index" => 11, "label" => "3.csv", "mW" => 15, "timestamp" => 1681391320},
  %{"index" => 12, "label" => "3.csv", "mW" => 19, "timestamp" => 1681391321},
  %{"index" => 13, "label" => "3.csv", "mW" => 11, "timestamp" => 1681391322},
  %{"index" => 14, "label" => "3.csv", "mW" => 60, "timestamp" => 1681391323},
  %{"index" => 15, "label" => "3.csv", "mW" => 13, "timestamp" => 1681391324},
  %{"index" => 16, "label" => "3.csv", "mW" => 10, "timestamp" => 1681391325},
  %{"index" => 17, "label" => "3.csv", "mW" => 13, "timestamp" => 1681391326},
  %{"index" => 18, "label" => "3.csv", "mW" => 22, "timestamp" => 1681391327},
  %{"index" => 19, "label" => "3.csv", "mW" => 9, "timestamp" => 1681391328},
  %{"index" => 20, "label" => "3.csv", "mW" => 13, "timestamp" => 1681391329},
  %{"index" => 21, "label" => "3.csv", "mW" => 11, "timestamp" => 1681391330},
  %{"index" => 22, "label" => "3.csv", "mW" => 14, "timestamp" => 1681391332},
  %{"index" => 23, "label" => "3.csv", "mW" => 13, "timestamp" => 1681391333},
  %{"index" => 24, "label" => "3.csv", "mW" => 15, "timestamp" => 1681391334},
  %{"index" => 25, "label" => "3.csv", "mW" => 14, "timestamp" => 1681391335},
  %{"index" => 26, "label" => "3.csv", "mW" => 10, "timestamp" => 1681391336},
  %{"index" => 27, "label" => "3.csv", "mW" => 17, "timestamp" => 1681391337},
  %{"index" => 28, "label" => "3.csv", "mW" => 14, "timestamp" => 1681391338},
  %{"index" => 29, "label" => "3.csv", "mW" => 10, "timestamp" => 1681391339},
  %{"index" => 30, "label" => "3.csv", "mW" => 16, "timestamp" => 1681391340},
  %{"index" => 31, "label" => "3.csv", "mW" => 16, "timestamp" => 1681391341},
  %{"index" => 32, "label" => "3.csv", "mW" => 15, "timestamp" => 1681391342},
  %{"index" => 33, "label" => "3.csv", "mW" => 20, "timestamp" => 1681391343},
  %{"index" => 34, "label" => "3.csv", "mW" => 23, "timestamp" => 1681391344},
  %{"index" => 35, "label" => "3.csv", "mW" => 14, "timestamp" => 1681391345},
  %{"index" => 36, "label" => "3.csv", "mW" => 14, "timestamp" => 1681391346},
  %{"index" => 37, "label" => "3.csv", "mW" => 13, "timestamp" => 1681391347},
  %{"index" => 38, "label" => "3.csv", "mW" => 17, "timestamp" => 1681391348},
  %{"index" => 39, "label" => "3.csv", "mW" => 22, "timestamp" => 1681391349},
  %{"index" => 40, "label" => "3.csv", "mW" => 25, "timestamp" => 1681391350},
  %{"index" => 41, "label" => "3.csv", "mW" => 14, "timestamp" => 1681391351},
  %{"index" => 42, "label" => "3.csv", "mW" => 15, "timestamp" => 1681391352},
  %{"index" => 43, "label" => "3.csv", "mW" => 20, "timestamp" => 1681391353},
  %{"index" => 44, "label" => "3.csv", "mW" => 11, "timestamp" => 1681391354},
  %{"index" => 45, "label" => "3.csv", "mW" => 15, "timestamp" => 1681391355},
  %{"index" => 46, "label" => "3.csv", "mW" => 11, "timestamp" => 1681391356},
  %{"index" => 47, "label" => "3.csv", "mW" => 11, ...},
  %{"index" => 48, "label" => "3.csv", ...},
  %{"index" => 49, ...},
  %{...},
  ...
]

sum =
  sets
  |> Enum.map(fn m -> m["mW"] end)
  |> Enum.sum()

(sum / Enum.count(sets)) |> ceil() |> IO.inspect(label: "Mean power usage (in mW/s)")

Mean power usage (in mW/s): 27

Vl.new(width: 750, height: 250)
|> Vl.data_from_values(sets)
|> Vl.encode_field(:color, "label")
|> Vl.mark(:bar, tooltip: true)
|> Vl.encode_field(:x, "label")
|> Vl.encode_field(:y, "mW", aggregate: :sum)

{"$schema":"https://vega.github.io/schema/vega-lite/v5.json","data":{"values":[{"index":1,"label":"3.csv","mW":12,"timestamp":1681391310},{"index":2,"label":"3.csv","mW":47,"timestamp":1681391311},{"index":3,"label":"3.csv","mW":24,"timestamp":1681391312},{"index":4,"label":"3.csv","mW":35,"timestamp":1681391313},{"index":5,"label":"3.csv","mW":12,"timestamp":1681391314},{"index":6,"label":"3.csv","mW":14,"timestamp":1681391315},{"index":7,"label":"3.csv","mW":12,"timestamp":1681391316},{"index":8,"label":"3.csv","mW":33,"timestamp":1681391317},{"index":9,"label":"3.csv","mW":14,"timestamp":1681391318},{"index":10,"label":"3.csv","mW":23,"timestamp":1681391319},{"index":11,"label":"3.csv","mW":15,"timestamp":1681391320},{"index":12,"label":"3.csv","mW":19,"timestamp":1681391321},{"index":13,"label":"3.csv","mW":11,"timestamp":1681391322},{"index":14,"label":"3.csv","mW":60,"timestamp":1681391323},{"index":15,"label":"3.csv","mW":13,"timestamp":1681391324},{"index":16,"label":"3.csv","mW":10,"timestamp":1681391325},{"index":17,"label":"3.csv","mW":13,"timestamp":1681391326},{"index":18,"label":"3.csv","mW":22,"timestamp":1681391327},{"index":19,"label":"3.csv","mW":9,"timestamp":1681391328},{"index":20,"label":"3.csv","mW":13,"timestamp":1681391329},{"index":21,"label":"3.csv","mW":11,"timestamp":1681391330},{"index":22,"label":"3.csv","mW":14,"timestamp":1681391332},{"index":23,"label":"3.csv","mW":13,"timestamp":1681391333},{"index":24,"label":"3.csv","mW":15,"timestamp":1681391334},{"index":25,"label":"3.csv","mW":14,"timestamp":1681391335},{"index":26,"label":"3.csv","mW":10,"timestamp":1681391336},{"index":27,"label":"3.csv","mW":17,"timestamp":1681391337},{"index":28,"label":"3.csv","mW":14,"timestamp":1681391338},{"index":29,"label":"3.csv","mW":10,"timestamp":1681391339},{"index":30,"label":"3.csv","mW":16,"timestamp":1681391340},{"index":31,"label":"3.csv","mW":16,"timestamp":1681391341},{"index":32,"label":"3.csv","mW":15,"timestamp":1681391342},{"index":33,"label":"3.csv","mW":20,"timestamp":1681391343},{"index":34,"label":"3.csv","mW":23,"timestamp":1681391344},{"index":35,"label":"3.csv","mW":14,"timestamp":1681391345},{"index":36,"label":"3.csv","mW":14,"timestamp":1681391346},{"index":37,"label":"3.csv","mW":13,"timestamp":1681391347},{"index":38,"label":"3.csv","mW":17,"timestamp":1681391348},{"index":39,"label":"3.csv","mW":22,"timestamp":1681391349},{"index":40,"label":"3.csv","mW":25,"timestamp":1681391350},{"index":41,"label":"3.csv","mW":14,"timestamp":1681391351},{"index":42,"label":"3.csv","mW":15,"timestamp":1681391352},{"index":43,"label":"3.csv","mW":20,"timestamp":1681391353},{"index":44,"label":"3.csv","mW":11,"timestamp":1681391354},{"index":45,"label":"3.csv","mW":15,"timestamp":1681391355},{"index":46,"label":"3.csv","mW":11,"timestamp":1681391356},{"index":47,"label":"3.csv","mW":11,"timestamp":1681391357},{"index":48,"label":"3.csv","mW":14,"timestamp":1681391358},{"index":49,"label":"3.csv","mW":15,"timestamp":1681391359},{"index":50,"label":"3.csv","mW":17,"timestamp":1681391360},{"index":51,"label":"3.csv","mW":14,"timestamp":1681391361},{"index":52,"label":"3.csv","mW":139,"timestamp":1681391362},{"index":53,"label":"3.csv","mW":14,"timestamp":1681391363},{"index":54,"label":"3.csv","mW":12,"timestamp":1681391364},{"index":55,"label":"3.csv","mW":22,"timestamp":1681391365},{"index":56,"label":"3.csv","mW":10,"timestamp":1681391366},{"index":57,"label":"3.csv","mW":11,"timestamp":1681391367},{"index":58,"label":"3.csv","mW":14,"timestamp":1681391368},{"index":59,"label":"3.csv","mW":17,"timestamp":1681391369},{"index":60,"label":"3.csv","mW":8,"timestamp":1681391370},{"index":61,"label":"3.csv","mW":15,"timestamp":1681391371},{"index":62,"label":"3.csv","mW":15,"timestamp":1681391372},{"index":63,"label":"3.csv","mW":30,"timestamp":1681391373},{"index":64,"label":"3.csv","mW":11,"timestamp":1681391374},{"index":65,"label":"3.csv","mW":689,"timestamp":1681391375},{"index":66,"label":"3.csv","mW":18,"timestamp":1681391376},{"index":67,"label":"3.csv","mW":44,"timestamp":1681391377},{"index":68,"label":"3.csv","mW":11,"timestamp":1681391378},{"index":69,"label":"3.csv","mW":18,"timestamp":1681391379},{"index":70,"label":"3.csv","mW":25,"timestamp":1681391380},{"index":71,"label":"3.csv","mW":33,"timestamp":1681391381},{"index":72,"label":"3.csv","mW":36,"timestamp":1681391382},{"index":73,"label":"3.csv","mW":37,"timestamp":1681391383},{"index":74,"label":"3.csv","mW":25,"timestamp":1681391384},{"index":75,"label":"3.csv","mW":26,"timestamp":1681391385},{"index":76,"label":"3.csv","mW":24,"timestamp":1681391386},{"index":77,"label":"3.csv","mW":26,"timestamp":1681391387},{"index":78,"label":"3.csv","mW":21,"timestamp":1681391388},{"index":79,"label":"3.csv","mW":26,"timestamp":1681391389},{"index":80,"label":"3.csv","mW":26,"timestamp":1681391390},{"index":81,"label":"3.csv","mW":27,"timestamp":1681391391},{"index":82,"label":"3.csv","mW":25,"timestamp":1681391392},{"index":8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