Add rate() function resistant to counter reset

This commit is contained in:
Alexander Zobnin
2017-06-26 11:26:13 +03:00
parent fa12b04650
commit d6b36772b6
12 changed files with 130 additions and 6 deletions

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@@ -3,7 +3,7 @@
System.register(['lodash', './utils', './timeseries'], function (_export, _context) {
"use strict";
var _, utils, ts, downsampleSeries, groupBy, groupBy_exported, sumSeries, delta, scale, SUM, COUNT, AVERAGE, MIN, MAX, MEDIAN, metricFunctions, aggregationFunctions;
var _, utils, ts, downsampleSeries, groupBy, groupBy_exported, sumSeries, delta, rate, scale, SUM, COUNT, AVERAGE, MIN, MAX, MEDIAN, metricFunctions, aggregationFunctions;
function limit(order, n, orderByFunc, timeseries) {
var orderByCallback = aggregationFunctions[orderByFunc];
@@ -100,6 +100,7 @@ System.register(['lodash', './utils', './timeseries'], function (_export, _conte
sumSeries = ts.sumSeries;
delta = ts.delta;
rate = ts.rate;
scale = function scale(factor, datapoints) {
return ts.scale(datapoints, factor);
@@ -115,6 +116,7 @@ System.register(['lodash', './utils', './timeseries'], function (_export, _conte
groupBy: groupByWrapper,
scale: scale,
delta: delta,
rate: rate,
aggregateBy: aggregateByWrapper,
average: _.partial(aggregateWrapper, AVERAGE),
min: _.partial(aggregateWrapper, MIN),

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@@ -103,6 +103,13 @@ System.register(['lodash', 'jquery'], function (_export, _context) {
defaultParams: []
});
addFuncDef({
name: 'rate',
category: 'Transform',
params: [],
defaultParams: []
});
// Aggregate
addFuncDef({

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@@ -154,6 +154,10 @@ System.register(['lodash', './utils'], function (_export, _context) {
});
}
/**
* Simple delta. Calculate value delta between points.
* @param {*} datapoints
*/
function delta(datapoints) {
var newSeries = [];
var deltaValue = void 0;
@@ -164,6 +168,33 @@ System.register(['lodash', './utils'], function (_export, _context) {
return newSeries;
}
/**
* Calculates rate per second. Resistant to counter reset.
* @param {*} datapoints
*/
function rate(datapoints) {
var newSeries = [];
var point = void 0,
point_prev = void 0;
var valueDelta = 0;
var timeDelta = 0;
for (var i = 1; i < datapoints.length; i++) {
point = datapoints[i];
point_prev = datapoints[i - 1];
// Convert ms to seconds
timeDelta = (point[POINT_TIMESTAMP] - point_prev[POINT_TIMESTAMP]) / 1000;
// Handle counter reset - use previous value
if (point[POINT_VALUE] >= point_prev[POINT_VALUE]) {
valueDelta = (point[POINT_VALUE] - point_prev[POINT_VALUE]) / timeDelta;
}
newSeries.push([valueDelta, point[POINT_TIMESTAMP]]);
}
return newSeries;
}
function SUM(values) {
var sum = 0;
_.each(values, function (value) {
@@ -292,6 +323,7 @@ System.register(['lodash', './utils'], function (_export, _context) {
sumSeries: sumSeries,
scale: scale,
delta: delta,
rate: rate,
SUM: SUM,
COUNT: COUNT,
AVERAGE: AVERAGE,

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