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bi-dataset

v2.2.0

Published

A dataset core for BI app

Downloads

7

Readme

BI-Dataset

A data set tool for building BI visulization app.

API

filterData

filterData is used to filter the data with several conditions.

  • params:
    • filters: Array; an array contains all the filters, each filter can be type of equal or range
    • rawData: Array; an array contains all the origin data in json like format.
let rawData = [{value: 12, name: 'Alice'}, {value: 98, name: 'Bob'}, {value: 32, name: 'Carl'}]
let filters = [
        {
          column: 'value',
          type: 'equal',
          value: [40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60]
        },
        {
          column: 'value',
          type: 'range',
          value: [10, 98]
        }
]
let viewData = filterData({filters: state.filters, rawData: state.globalData})

dimensionValueSet

dimensionValueSet is used to get all the possible value of given dimension or measure.

  • rawData: Array
  • dimensions: Array: dimensions or measurs.

transLabel

turn the labels in xAxis and yAxis into dimension labels and measure labels.

  • params:
    • xlabels: Array; an array contains all the labels in xAxis
    • ylabels: Array; an array contains all the labels in yAxis
  • Return
    • [Object]: {dimensions, measures}
    • dimensions and measures are arrays contains the name of each column.
let xLabels = [{type: 'string', name: 'city'}, {type: 'number', name: 'value'}]
let yLabels = []
let {dimensions, measures} = transLabel({xLabels, yLabels})

transDimension

check all the possible values in each dimension.

  • Params
    • dimensions: Array, an array contains all the column of dimension data.
    • rawData: Array, an array contains all the data, each row of it is in a dictionary format.
  • Return
    • [Object]: {mixDim, lowerMixDim}
mixDim = [
  ['name', 'city'],
]

transData

  • Params:
    • rawData: Array
    • measures: Array: an array contains all the measures column
    • mixDim: Array: an mixed dimension matrix get from transDimension
    • statFunc: [Function]: provide a function used to get sum or average of all the values.
  • Return