benchmarks.ipynb

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  "language": "Julia",
  "name": ""
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 "nbformat_minor": 0,
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   "cells": [
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "using DataFrames\n",
      "using Gadfly\n",
      "\n",
      "benchmarks = DataFrame(readcsv(\"benchmarks.csv\"),[\"language\", \"benchmark\", \"time\"])\n",
      "benchmarks = join(benchmarks, subset(benchmarks, :(language .== \"c\")), on=\"benchmark\", kind=:outer)\n",
      "within!(benchmarks, :(time ./= time_1))\n",
      "benchmarks[\"language\"] = PooledDataArray(benchmarks[\"language\"])\n",
      "benchmarks[\"language\"] = reorder(benchmarks[\"language\"], benchmarks[\"time\"])\n",
      "benchmarks[\"benchmark\"] = PooledDataArray(benchmarks[\"benchmark\"])\n",
      "benchmarks[\"benchmark\"] = reorder(benchmarks[\"benchmark\"], benchmarks[\"time\"])\n",
      "benchmarks = benchmarks[:(language .!= \"c\"),:]\n",
      "benchmarks[\"language\"] = set_levels!(benchmarks[\"language\"], Dict{Any,Any}(benchmarks[\"language\"],\n",
      "  [ lang == \"javascript\" ? \"JavaScript\" : ucfirst(lang) for lang in benchmarks[\"language\"]]));"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
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       ],
       "metadata": {},
       "output_type": "display_data"
      },
      {
       "output_type": "stream",
       "stream": "stderr",
       "text": [
        "Warning: New definition \n",
        "    formatter(Array"
       ]
      },
      {
       "html": [
        "<script charset=\"utf-8\">\n",
        "\n",
        "// Traverse upwards from a d3 selection to find and return the first\n",
        "// node with \"plotroot\" class.\n",
        "var getplotroot = function(selection)  {\n",
        "    var node = selection.node();\n",
        "    while (node && node.classList && !node.classList.contains(\"plotroot\")) {\n",
        "        node = node.parentNode;\n",
        "    }\n",
        "    return d3.select(node);\n",
        "};\n",
        "\n",
        "\n",
        "// Construct a callback for toggling geometries on/off using color groupings.\n",
        "//\n",
        "// Args:\n",
        "//   colorclass: class names assigned to geometries belonging to a paricular\n",
        "//               color group.\n",
        "//\n",
        "// Returns:\n",
        "//   A callback function.\n",
        "//\n",
        "var guide_toggle_color = function(colorclass) {\n",
        "    var visible = true;\n",
        "    return (function() {\n",
        "        var root = getplotroot(d3.select(this));\n",
        "        if (visible) {\n",
        "            d3.select(this)\n",
        "              .transition()\n",
        "              .duration(250)\n",
        "              .style(\"opacity\", 0.5);\n",
        "            root.selectAll(\".geometry.\" + colorclass)\n",
        "                .transition()\n",
        "                .duration(250)\n",
        "                .style(\"opacity\", 0);\n",
        "            visible = false;\n",
        "        } else {\n",
        "            d3.select(this)\n",
        "              .transition()\n",
        "              .duration(250)\n",
        "              .style(\"opacity\", 1.0);\n",
        "            root.selectAll(\".geometry.\" + colorclass)\n",
        "                .transition()\n",
        "                .duration(250)\n",
        "                .style(\"opacity\", 1.0);\n",
        "            visible = true;\n",
        "        }\n",
        "    });\n",
        "};\n",
        "\n",
        "\n",
        "// Construct a callback used to toggle highly-visibility grid lines.\n",
        "//\n",
        "// Args:\n",
        "//   color: Faded-in/faded-out color, respectively.\n",
        "//\n",
        "// Returns:\n",
        "//   Callback function.\n",
        "//\n",
        "var guide_background_mouseover = function(color) {\n",
        "    return (function () {\n",
        "        var root = getplotroot(d3.select(this));\n",
        "        root.selectAll(\".xgridlines, .ygridlines\")\n",
        "            .transition()\n",
        "            .duration(250)\n",
        "            .attr(\"stroke\", color);\n",
        "    });\n",
        "};\n",
        "\n",
        "var guide_background_mouseout = function(color) {\n",
        "    return (function () {\n",
        "        var root = getplotroot(d3.select(this));\n",
        "        root.selectAll(\".xgridlines, .ygridlines\")\n",
        "            .transition()\n",
        "            .duration(250)\n",
        "            .attr(\"stroke\", color);\n",
        "    });\n",
        "};\n",
        "\n",
        "\n",
        "// Construct a call back used for mouseover effects in the point geometry.\n",
        "//\n",
        "// Args:\n",
        "//   lw: Stroke width to transition to.\n",
        "//\n",
        "// Returns:\n",
        "//  Callback function.\n",
        "//\n",
        "var geom_point_mouseover = function(lw) {\n",
        "    return (function() {\n",
        "        d3.select(this)\n",
        "          .transition()\n",
        "          .duration(100)\n",
        "          .attr(\"stroke-width\", lw);\n",
        "    });\n",
        "};\n",
        "\n",
        "\n",
        "// Translate and scale geometry while trying to maintain scale invariance for\n",
        "// certain ellements.\n",
        "//\n",
        "// Args:\n",
        "//   root: d3 selection of the root plot group node.\n",
        "//   t: A transform of the form {\"scale\": scale}\n",
        "//   old_scale: The scaling factor applied prior to t.scale.\n",
        "//\n",
        "var set_geometry_transform = function(root, t, old_scale) {\n",
        "    var xscalable = root.node().classList.contains(\"xscalable\");\n",
        "    var yscalable = root.node().classList.contains(\"yscalable\");\n",
        "\n",
        "    var xscale = 1.0;\n",
        "    var tx = 0.0;\n",
        "    if (xscalable) {\n",
        "        xscale = t.scale;\n",
        "        tx = t.x;\n",
        "    }\n",
        "\n",
        "    var yscale = 1.0;\n",
        "    var ty = 0.0;\n",
        "    if (yscalable) {\n",
        "        yscale = t.scale;\n",
        "        ty = t.y;\n",
        "    }\n",
        "\n",
        "    root.selectAll(\".geometry\")\n",
        "        .attr(\"transform\", function() {\n",
        "          return \"translate(\" + [tx, ty] + \") \" +\n",
        "                 \"scale(\" + xscale + \",\" + yscale + \")\";\n",
        "      });\n",
        "\n",
        "    var unscale_factor = old_scale / t.scale;\n",
        "\n",
        "    // unscale geometry widths, radiuses, etc.\n",
        "    var size_attribs = [\"r\"];\n",
        "    var size_styles = [\"font-size\"];\n",
        "    root.select(\".plotpanel\")\n",
        "        .selectAll(\"g, .geometry\")\n",
        "        .each(function() {\n",
        "          sel = d3.select(this);\n",
        "          var i;\n",
        "          var key;\n",
        "          var val;\n",
        "          for (i in size_styles) {\n",
        "              key = size_styles[i];\n",
        "              val = sel.style(key);\n",
        "              if (val !== null) {\n",
        "                  // For some reason d3 rounds things like font-sizes to the\n",
        "                  // nearest integer, so we are setting styles directly instead.\n",
        "                  val = parseFloat(val);\n",
        "                  sel.node().style.setProperty(key, unscale_factor * val + \"px\", \"important\");\n",
        "              }\n",
        "          }\n",
        "\n",
        "          for (i in size_attribs) {\n",
        "              key = size_attribs[i];\n",
        "              val = sel.attr(key);\n",
        "              if (val !== null) {\n",
        "                  sel.attr(key, unscale_factor * val);\n",
        "              }\n",
        "          }\n",
        "      });\n",
        "\n",
        "    // TODO:\n",
        "    // Is this going to work when we do things other than circles. Suppose we\n",
        "    // have plots where we have a path drawing some sort of symbol which we want\n",
        "    // to remain size-invariant. Should we be trying to place things using\n",
        "    // translate?\n",
        "\n",
        "    // move axis labels and grid lines around\n",
        "    if (xscalable) {\n",
        "        root.selectAll(\".yfixed\")\n",
        "            .attr(\"transform\", function() {\n",
        "                return \"translate(\" + [t.x, 0.0] + \") \" +\n",
        "                       \"scale(\" + [t.scale, 1.0] + \")\";\n",
        "          });\n",
        "\n",
        "        root.selectAll(\".xlabels\")\n",
        "            .attr(\"transform\", function() {\n",
        "              return \"translate(\" + [t.x, 0.0] + \")\";\n",
        "          })\n",
        "          .selectAll(\"text\")\n",
        "            .each(function() {\n",
        "                d3.select(this).attr(\"x\",\n",
        "                    t.scale / old_scale * d3.select(this).attr(\"x\"));\n",
        "            });\n",
        "    }\n",
        "\n",
        "    if (yscalable) {\n",
        "        root.selectAll(\".xfixed\")\n",
        "            .attr(\"transform\", function() {\n",
        "              return \"translate(\" + [0.0, t.y] + \") \" +\n",
        "                     \"scale(\" + [1.0, t.scale] + \")\";\n",
        "            });\n",
        "\n",
        "        root.selectAll(\".ylabels\")\n",
        "            .attr(\"transform\", function() {\n",
        "              return \"translate(\" + [0.0, t.y] + \")\";\n",
        "            })\n",
        "            .selectAll(\"text\")\n",
        "              .each(function() {\n",
        "                  d3.select(this).attr(\"y\",\n",
        "                      t.scale / old_scale * d3.select(this).attr(\"y\"));\n",
        "            });\n",
        "    }\n",
        "};\n",
        "\n",
        "\n",
        "// Construct a callback used for zoombehavior.\n",
        "//\n",
        "// Args:\n",
        "//   t: A transform of the form {\"scale\": scale} to close arround.\n",
        "//\n",
        "// Returns:\n",
        "//   A zoom behavior.\n",
        "//\n",
        "var zoom_behavior = function(t) {\n",
        "    var zm = d3.behavior.zoom();\n",
        "    zm.scaleExtent([1.0/3.0, 10.0])\n",
        "      .on(\"zoom\", function(d, i) {\n",
        "        var root = getplotroot(d3.select(this));\n",
        "        old_scale = t.scale;\n",
        "        t.scale = d3.event.scale;\n",
        "        var bbox = root.select(\".guide.background\")\n",
        "                       .select(\"path\").node().getBBox();\n",
        "\n",
        "        var x_min = -bbox.width * t.scale - (t.scale * bbox.width - bbox.width);\n",
        "        var x_max = bbox.width * t.scale;\n",
        "        var y_min = -bbox.height * t.scale - (t.scale * bbox.height - bbox.height);\n",
        "        var y_max = bbox.height * t.scale;\n",
        "\n",
        "        var x0 = bbox.x - t.scale * bbox.x;\n",
        "        var y0 = bbox.y - t.scale * bbox.y;\n",
        "\n",
        "        var tx = Math.max(Math.min(d3.event.translate[0] - x0, x_max), x_min);\n",
        "        var ty = Math.max(Math.min(d3.event.translate[1] - y0, y_max), y_min);\n",
        "\n",
        "        tx += x0;\n",
        "        ty += y0;\n",
        "\n",
        "        set_geometry_transform(\n",
        "            root,\n",
        "            {\"x\": tx,\n",
        "             \"y\": ty,\n",
        "             \"scale\": t.scale}, old_scale);\n",
        "        zm.translate([tx, ty]);\n",
        "    });\n",
        "    return zm;\n",
        "};\n",
        "\n",
        "\n",
        "</script>"
       ],
       "metadata": {},
       "output_type": "display_data"
      },
      {
       "output_type": "stream",
       "stream": "stderr",
       "text": [
        "{T,N},Date{C<:Calendar}...)\n",
        "is ambiguous with: \n",
        "    formatter(Array{T,N},FloatingPoint...).\n",
        "To fix, define \n",
        "    formatter(Array{T,N},)"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stderr",
       "text": [
        "\n",
        "before the new definition.\n"
       ]
      }
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "set_default_plot_size(9inch, 9inch/golden)\n",
      "p = plot(benchmarks,\n",
      "    x = \"language\",\n",
      "    y = \"time\",\n",
      "    color = \"benchmark\",\n",
      "    Scale.y_log10,\n",
      "    Guide.ylabel(nothing),\n",
      "    Guide.xlabel(nothing),\n",
      "    Theme(\n",
      "        default_point_size = 1mm,\n",
      "        guide_title_position = :left,\n",
      "        colorkey_swatch_shape = :circle,\n",
      "        minor_label_font = \"Georgia\",\n",
      "        major_label_font = \"Georgia\",\n",
      "    ),\n",
      "    # Geom.hline(size=0.25mm, color=\"darkgray\"), yintercept=[1,2],\n",
      "    Geom.point,\n",
      ")"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
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