Online (streaming) histogram calculation
npm install online-histogrammaxBins - max number of bins. Total number of bins will be in range (maxBins/2, maxBins)toTrim (default false) - if true zeros will be removed from both histogram tailsjavascript
const Histogram = require('online-histogram')// Create a new histogram object calling Histogram() or new Histogram()
// Each of those object stores histogram values and other variables like min/max
// We need this extra step to be able to calculate histograms of multiple data flows
const h1 = Histogram(20)
const h2 = new Histogram(20, true) // same as const h2 = Histogram(20, true)
// Update calling histogram objects directly, as a function:
;[1, 2, 3, 4, 5].forEach(v => { h1(v) })
// Or via .fit() method. These two ways are identical!
;[4, 5, 6, 7, 8].forEach(v => { h2.fit(v) })
// Using with arrays:
h1([9, 10, 11]) // Keep in mind - this line updates existing histogram
h1 with 3 new data values// Get histogram calling histogram object with no arguments:
console.log('h1:', h1())
// Or via .value getter
console.log('h2:', h2.value)
// Total number of observations:
console.log('h2 n:', h2.n)
// 'n' and 'value' are not just object keys, but object getters.
``