toolkit/javascript/d3/src/layout/histogram.js
author Nicolas Sauret <nicolas.sauret@iri.centrepompidou.fr>
Thu, 10 Apr 2014 14:20:23 +0200
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d3.layout.histogram = function() {
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  var frequency = true,
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      valuer = Number,
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      ranger = d3_layout_histogramRange,
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      binner = d3_layout_histogramBinSturges;
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  function histogram(data, i) {
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    var bins = [],
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        values = data.map(valuer, this),
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        range = ranger.call(this, values, i),
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        thresholds = binner.call(this, range, values, i),
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        bin,
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        i = -1,
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        n = values.length,
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        m = thresholds.length - 1,
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        k = frequency ? 1 : 1 / n,
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        x;
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    // Initialize the bins.
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    while (++i < m) {
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      bin = bins[i] = [];
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      bin.dx = thresholds[i + 1] - (bin.x = thresholds[i]);
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      bin.y = 0;
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    }
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    // Fill the bins, ignoring values outside the range.
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    i = -1; while(++i < n) {
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      x = values[i];
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      if ((x >= range[0]) && (x <= range[1])) {
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        bin = bins[d3.bisect(thresholds, x, 1, m) - 1];
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        bin.y += k;
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        bin.push(data[i]);
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      }
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    }
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    return bins;
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  }
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  // Specifies how to extract a value from the associated data. The default
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  // value function is `Number`, which is equivalent to the identity function.
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  histogram.value = function(x) {
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    if (!arguments.length) return valuer;
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    valuer = x;
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    return histogram;
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  };
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  // Specifies the range of the histogram. Values outside the specified range
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  // will be ignored. The argument `x` may be specified either as a two-element
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  // array representing the minimum and maximum value of the range, or as a
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  // function that returns the range given the array of values and the current
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  // index `i`. The default range is the extent (minimum and maximum) of the
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  // values.
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  histogram.range = function(x) {
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    if (!arguments.length) return ranger;
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    ranger = d3.functor(x);
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    return histogram;
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  };
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  // Specifies how to bin values in the histogram. The argument `x` may be
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  // specified as a number, in which case the range of values will be split
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  // uniformly into the given number of bins. Or, `x` may be an array of
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  // threshold values, defining the bins; the specified array must contain the
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  // rightmost (upper) value, thus specifying n + 1 values for n bins. Or, `x`
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  // may be a function which is evaluated, being passed the range, the array of
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  // values, and the current index `i`, returning an array of thresholds. The
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  // default bin function will divide the values into uniform bins using
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  // Sturges' formula.
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  histogram.bins = function(x) {
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    if (!arguments.length) return binner;
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    binner = typeof x === "number"
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        ? function(range) { return d3_layout_histogramBinFixed(range, x); }
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        : d3.functor(x);
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    return histogram;
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  };
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  // Specifies whether the histogram's `y` value is a count (frequency) or a
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  // probability (density). The default value is true.
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  histogram.frequency = function(x) {
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    if (!arguments.length) return frequency;
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    frequency = !!x;
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    return histogram;
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  };
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  return histogram;
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};
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function d3_layout_histogramBinSturges(range, values) {
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  return d3_layout_histogramBinFixed(range, Math.ceil(Math.log(values.length) / Math.LN2 + 1));
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}
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function d3_layout_histogramBinFixed(range, n) {
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  var x = -1,
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      b = +range[0],
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      m = (range[1] - b) / n,
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      f = [];
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  while (++x <= n) f[x] = m * x + b;
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  return f;
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}
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function d3_layout_histogramRange(values) {
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  return [d3.min(values), d3.max(values)];
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}