Added sumSeries() aggregation.

This commit is contained in:
Alexander Zobnin
2016-01-29 10:59:46 +03:00
parent 15f7134d9e
commit fb35c83d80
2 changed files with 95 additions and 1 deletions

View File

@@ -97,6 +97,99 @@ function (angular, _, moment, utils) {
}); });
}; };
this.sumSeries = function(timeseries) {
// Calculate new points for interpolation
var new_timestamps = _.uniq(_.map(_.flatten(timeseries, true), function(point) {
return point[1];
}));
new_timestamps = _.sortBy(new_timestamps);
var interpolated_timeseries = _.map(timeseries, function(series) {
var timestamps = _.map(series, function(point) {
return point[1];
});
var new_points = _.map(_.difference(new_timestamps, timestamps), function(timestamp) {
return [null, timestamp];
});
var new_series = series.concat(new_points);
return sortByTime(new_series);
});
_.each(interpolated_timeseries, interpolateSeries);
var new_timeseries = [];
var sum;
for (var i = new_timestamps.length - 1; i >= 0; i--) {
sum = 0;
for (var j = interpolated_timeseries.length - 1; j >= 0; j--) {
sum += interpolated_timeseries[j][i][0];
}
new_timeseries.push([sum, new_timestamps[i]]);
}
return sortByTime(new_timeseries);
};
function sortByTime(series) {
return _.sortBy(series, function(point) {
return point[1];
});
}
/**
* Interpolate series with gaps
*/
function interpolateSeries(series) {
var left, right;
// Interpolate series
for (var i = series.length - 1; i >= 0; i--) {
if (!series[i][0]) {
left = findNearestLeft(series, series[i]);
right = findNearestRight(series, series[i]);
if (!left) {
left = right;
}
if (!right) {
right = left;
}
series[i][0] = linearInterpolation(series[i][1], left, right);
}
}
return series;
}
function linearInterpolation(timestamp, left, right) {
if (left[1] === right[1]) {
return (left[0] + right[0]) / 2;
} else {
return (left[0] + (right[0] - left[0]) / (right[1] - left[1]) * (timestamp - left[1]));
}
}
function findNearestRight(series, point) {
var point_index = _.indexOf(series, point);
var nearestRight;
for (var i = point_index; i < series.length; i++) {
if (series[i][0]) {
return series[i];
}
}
return nearestRight;
}
function findNearestLeft(series, point) {
var point_index = _.indexOf(series, point);
var nearestLeft;
for (var i = point_index; i > 0; i--) {
if (series[i][0]) {
return series[i];
}
}
return nearestLeft;
}
this.AVERAGE = function(values) { this.AVERAGE = function(values) {
var sum = 0; var sum = 0;
_.each(values, function(value) { _.each(values, function(value) {
@@ -139,6 +232,7 @@ function (angular, _, moment, utils) {
average: _.partial(this.aggregateWrapper, this.AVERAGE), average: _.partial(this.aggregateWrapper, this.AVERAGE),
min: _.partial(this.aggregateWrapper, this.MIN), min: _.partial(this.aggregateWrapper, this.MIN),
max: _.partial(this.aggregateWrapper, this.MAX), max: _.partial(this.aggregateWrapper, this.MAX),
sumSeries: this.sumSeries,
setAlias: this.setAlias, setAlias: this.setAlias,
}; };

View File

@@ -34,7 +34,7 @@ function (_, $) {
}); });
addFuncDef({ addFuncDef({
name: 'sum', name: 'sumSeries',
category: 'Aggregate', category: 'Aggregate',
params: [], params: [],
defaultParams: [], defaultParams: [],