kepler.gl
Version:
kepler.gl is a webgl based application to visualize large scale location data in the browser
84 lines (81 loc) • 13.2 kB
JavaScript
;
var _interopRequireDefault = require("@babel/runtime/helpers/interopRequireDefault");
Object.defineProperty(exports, "__esModule", {
value: true
});
exports.AGGREGATION_NAME = void 0;
exports.aggregate = aggregate;
exports.percentMean = exports.getMode = exports.getFrequency = exports.countUnique = void 0;
var _defineProperty2 = _interopRequireDefault(require("@babel/runtime/helpers/defineProperty"));
var _d3Array = require("d3-array");
var _constants = require("@kepler.gl/constants");
// SPDX-License-Identifier: MIT
// Copyright contributors to the kepler.gl project
var identity = function identity(d) {
return d;
};
var getFrequency = exports.getFrequency = function getFrequency(data) {
var accessor = arguments.length > 1 && arguments[1] !== undefined ? arguments[1] : identity;
var occur = {};
for (var i = 0; i < data.length; i++) {
var val = accessor(data[i]);
occur[val] = (occur[val] || 0) + 1;
}
return occur;
};
var getMode = exports.getMode = function getMode(data, accessor) {
var occur = getFrequency(data, accessor);
return Object.keys(occur).reduce(function (prev, key) {
return occur[prev] >= occur[key] ? prev : key;
}, Object.keys(occur)[0]);
};
var countUnique = exports.countUnique = function countUnique(data) {
var accessor = arguments.length > 1 && arguments[1] !== undefined ? arguments[1] : identity;
return Object.keys(data.reduce(function (uniques, d) {
var val = accessor(d);
uniques[val] = uniques[val] || 0;
uniques[val] += 1;
return uniques;
}, {})).length;
};
var percentMean = exports.percentMean = function percentMean(data, accessor) {
var getNumerator = accessor.getNumerator,
getDenominator = accessor.getDenominator;
var denominator = aggregate(data, _constants.AGGREGATION_TYPES.sum, getDenominator);
if (denominator <= 0) {
return 0;
}
var result = aggregate(data, _constants.AGGREGATION_TYPES.sum, getNumerator) / denominator;
return result;
};
function aggregate(data, technique) {
var accessor = arguments.length > 2 && arguments[2] !== undefined ? arguments[2] : identity;
switch (technique) {
case _constants.AGGREGATION_TYPES.average:
return (0, _d3Array.mean)(data, accessor);
case 'mean_of_percent':
return percentMean(data, accessor);
case _constants.AGGREGATION_TYPES.countUnique:
return countUnique(data, accessor);
case _constants.AGGREGATION_TYPES.mode:
return getMode(data, accessor);
case _constants.AGGREGATION_TYPES.maximum:
return (0, _d3Array.max)(data, accessor);
case _constants.AGGREGATION_TYPES.minimum:
return (0, _d3Array.min)(data, accessor);
case _constants.AGGREGATION_TYPES.median:
return (0, _d3Array.median)(data, accessor);
case _constants.AGGREGATION_TYPES.stdev:
return (0, _d3Array.deviation)(data, accessor);
case _constants.AGGREGATION_TYPES.sum:
return (0, _d3Array.sum)(data, accessor);
case _constants.AGGREGATION_TYPES.variance:
return (0, _d3Array.variance)(data, accessor);
default:
return data.length;
}
}
var AGGREGATION_NAME = exports.AGGREGATION_NAME = (0, _defineProperty2["default"])((0, _defineProperty2["default"])((0, _defineProperty2["default"])((0, _defineProperty2["default"])((0, _defineProperty2["default"])((0, _defineProperty2["default"])((0, _defineProperty2["default"])((0, _defineProperty2["default"])((0, _defineProperty2["default"])({}, _constants.AGGREGATION_TYPES.average, 'Average'), _constants.AGGREGATION_TYPES.countUnique, 'Number of Unique'), _constants.AGGREGATION_TYPES.mode, 'Most Often'), _constants.AGGREGATION_TYPES.maximum, 'Max'), _constants.AGGREGATION_TYPES.minimum, 'Min'), _constants.AGGREGATION_TYPES.median, 'Median'), _constants.AGGREGATION_TYPES.stdev, 'Std Deviation'), _constants.AGGREGATION_TYPES.sum, 'Total'), _constants.AGGREGATION_TYPES.variance, 'Variance');
// ratio: both denominator & numerator precent
// average, min, max, median,
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identity\n): {[key: string | number]: number} => {\n  const occur = {};\n  for (let i = 0; i < data.length; i++) {\n    const val = accessor(data[i]);\n    occur[val] = (occur[val] || 0) + 1;\n  }\n  return occur;\n};\n\nexport const getMode = (data, accessor) => {\n  const occur = getFrequency(data, accessor);\n  return Object.keys(occur).reduce(\n    (prev, key) => (occur[prev] >= occur[key] ? prev : key),\n    Object.keys(occur)[0]\n  );\n};\n\nexport const countUnique = (data, accessor = identity) => {\n  return Object.keys(\n    data.reduce((uniques, d) => {\n      const val = accessor(d);\n      uniques[val] = uniques[val] || 0;\n      uniques[val] += 1;\n      return uniques;\n    }, {})\n  ).length;\n};\n\nexport const percentMean = (data, accessor) => {\n  const {getNumerator, getDenominator} = accessor;\n  const denominator = aggregate(data, AGGREGATION_TYPES.sum, getDenominator);\n  if (denominator <= 0) {\n    return 0;\n  }\n  const result = aggregate(data, AGGREGATION_TYPES.sum, getNumerator) / denominator;\n  return result;\n};\n\nexport function aggregate(\n  data: any[],\n  technique: ValueOf<AggregationTypes>,\n  accessor: (any: any) => any = identity\n): any {\n  switch (technique) {\n    case AGGREGATION_TYPES.average:\n      return mean(data, accessor);\n    case 'mean_of_percent':\n      return percentMean(data, accessor);\n    case AGGREGATION_TYPES.countUnique:\n      return countUnique(data, accessor);\n    case AGGREGATION_TYPES.mode:\n      return getMode(data, accessor);\n    case AGGREGATION_TYPES.maximum:\n      return max(data, accessor);\n    case AGGREGATION_TYPES.minimum:\n      return min(data, accessor);\n    case AGGREGATION_TYPES.median:\n      return median(data, accessor);\n    case AGGREGATION_TYPES.stdev:\n      return deviation(data, accessor);\n    case AGGREGATION_TYPES.sum:\n      return sum(data, accessor);\n    case AGGREGATION_TYPES.variance:\n      return variance(data, accessor);\n    default:\n      return data.length;\n  }\n}\n\nexport const AGGREGATION_NAME: {\n  [key: string]: string;\n} = {\n  [AGGREGATION_TYPES.average]: 'Average',\n  [AGGREGATION_TYPES.countUnique]: 'Number of Unique',\n  [AGGREGATION_TYPES.mode]: 'Most Often',\n  [AGGREGATION_TYPES.maximum]: 'Max',\n  [AGGREGATION_TYPES.minimum]: 'Min',\n  [AGGREGATION_TYPES.median]: 'Median',\n  [AGGREGATION_TYPES.stdev]: 'Std Deviation',\n  [AGGREGATION_TYPES.sum]: 'Total',\n  [AGGREGATION_TYPES.variance]: 'Variance'\n};\n\n// ratio: both denominator & numerator precent\n// average, min, max, 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