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data.service.ts
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data.service.ts
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import {Injectable} from '@angular/core';
import {CustomData, date_sort_asc} from '../../dashboards/charts/models';
import {CollectedData, defaultCollectedData} from '../../shared/models/collected-data.model';
import {NumberSeriesItem, SeriesItem} from '../../dashboards/models/series-item';
import {MultiChartItem} from '../../dashboards/models/multi-chart-item';
import {DataProperty, dataPropertyLables} from '../../shared/models/data-property.enum';
import {ChartType} from '../../shared/models/chart-type.enum';
import {Chart} from '../../shared/models/chart.model';
import {DashboardChart} from '../../dashboards/models/dashboard-chart';
import {defaultOptions} from '../../dashboards/charts/models/chart-options';
import {ChartRequest} from '../../shared/requests/chart-request.model';
import {colorSets} from '@swimlane/ngx-charts/release/utils';
@Injectable()
export class DataService {
// Collected data with interval of 10-15 seconds for last hour
private _hourlyCollectedData: CollectedData[] = [];
private _fakeCollectedData: CollectedData[] = [];
set fakeCollectedData(data: CollectedData[]) {
this._fakeCollectedData = data || [];
}
get fakeCollectedData(): CollectedData[] {
return this._fakeCollectedData;
}
set hourlyCollectedData(data: CollectedData[]) {
this._hourlyCollectedData = data || [];
}
get hourlyCollectedData(): CollectedData[] {
return this._hourlyCollectedData;
}
getLastCollectedData(dataArr: CollectedData[]): CollectedData {
if (dataArr && dataArr.length) {
return dataArr[dataArr.length - 1];
} else {
return defaultCollectedData; // TODO: return default value with 0 or
}
}
constructor() {
}
fulfillChart(dataArr: CollectedData[], chart: DashboardChart): boolean {
let chartData: CustomData[] = [];
if (!chart.dataSources || chart.dataSources.length < 1) {
chart.data = chartData;
return false;
}
if (chart.showCommon) {
switch (chart.type) {
case ChartType.LineChart:
case ChartType.BarHorizontal2D:
case ChartType.BarHorizontalNormalized:
case ChartType.BarHorizontalStacked:
case ChartType.BarVertical2D:
case ChartType.BarVerticalNormalized:
case ChartType.BarVerticalStacked:
case ChartType.PolarChart:
case ChartType.AreaChart:
case ChartType.AreaChartNormalized:
case ChartType.AreaChartStacked:
case ChartType.HeatMap:
const data = this.mapToMultiData(dataArr, chart.dataSources);
if (data && data.length > 0) {
for (let i = 0; i < data.length; i++) {
data[i].series.sort((a, b) => date_sort_asc(a.name, b.name));
}
}
chartData = data;
break;
case ChartType.Pie:
chartData = this.mapToPieSeriesItem(this.getLastCollectedData(dataArr), this.getFirstSource(chart.dataSources));
break;
default:
chartData = this.mapToSeriesItem(this.getLastCollectedData(dataArr), chart.dataSources);
break;
}
} else {
switch (chart.type) {
case ChartType.LineChart:
case ChartType.BarHorizontal2D:
case ChartType.BarHorizontalNormalized:
case ChartType.BarHorizontalStacked:
case ChartType.BarVertical2D:
case ChartType.BarVerticalNormalized:
case ChartType.BarVerticalStacked:
case ChartType.PolarChart:
case ChartType.AreaChart:
case ChartType.AreaChartNormalized:
case ChartType.AreaChartStacked:
case ChartType.HeatMap:
const data = this.mapToProcessMultiData(dataArr, this.getFirstSource(chart.dataSources), chart.mostLoaded);
for (let i = 0; i < data.length; i++) {
data[i].series.sort((a, b) => date_sort_asc(a.name, b.name));
}
chartData = data;
break;
case ChartType.Pie:
chartData = this.mapToProcessesSeriesItem(this.getLastCollectedData(dataArr),
this.getFirstSource(chart.dataSources), chart.mostLoaded);
break;
default:
chartData = this.mapToProcessesSeriesItem(this.getLastCollectedData(dataArr),
this.getFirstSource(chart.dataSources), chart.mostLoaded);
break;
}
}
if (chartData && chartData.length > 0) {
chart.data = chartData;
return true;
} else {
chart.data = [];
return true;
}
}
mapToMultiData(dataArr: CollectedData[], properties: DataProperty[]): MultiChartItem[] {
const items: MultiChartItem[] = [];
for (let i = 0; i < properties.length; i++) {
const item: MultiChartItem = {name: dataPropertyLables[properties[i]], series: []};
const fiveMinAgo = new Date(Date.now() - 10 * 60000);
const dataForLast10Minutes = dataArr.filter(value => value.time > fiveMinAgo);
item.series = dataArr.map(p => this.mapToLineChartSeriesItem(p, properties[i]));
items.push(item);
}
return items;
}
mapToProcessMultiData(dataArr: CollectedData[], property: DataProperty, processesAmount: number = 1) {
const items: MultiChartItem[] = [];
const stringProperty = DataProperty[property];
const latestData = this.getLastCollectedData(dataArr);
latestData.processes.sort((a, b) => b[stringProperty] - a[stringProperty]); // sort by descending
for (let i = 0; i < Math.min(processesAmount, latestData.processes.length); i++) {
const pName = latestData.processes[i].name;
const item: MultiChartItem = {name: pName, series: []}; // {name: data[data.length - 1].processes[i].name, series: []};
item.series = dataArr.map(d => this.mapToProcessesLineChartSeriesItem(d, pName, stringProperty));
items.push(item);
}
return items;
}
mapToProcessesSeriesItem(data: CollectedData, property: DataProperty, processesAmount: number = 1): NumberSeriesItem[] {
const items: NumberSeriesItem[] = [];
const stringProperty = DataProperty[property];
data.processes.sort((a, b) => b[stringProperty] - a[stringProperty]); // sort by descending
for (let i = 0; i < Math.min(data.processes.length, processesAmount); i++) {
items.push(
{
name: data.processes[i].name,
value: data.processes[i][stringProperty]
});
}
let free = 100;
for (let i = 0; i < data.processes.length; i++) {
free -= data.processes[i][stringProperty];
}
let othersSum = 0;
for (let i = processesAmount; i < data.processes.length; i++) {
othersSum += data.processes[i][stringProperty];
}
if (free < 0) {
free = 0;
}
items.push(
{
name: 'Others',
value: othersSum
});
items.push(
{
name: 'Free',
value: free
});
return items;
}
mapToSeriesItem(data: CollectedData, properties: DataProperty[]): NumberSeriesItem[] {
const items: NumberSeriesItem[] = [];
for (let i = 0; i < properties.length; i++) {
items.push(
{
name: dataPropertyLables[properties[i]],
value: data[DataProperty[properties[i]]]
});
}
return items;
}
mapToProcessesLineChartSeriesItem(data: CollectedData, processName: string, property: string): SeriesItem {
const process = data.processes.find((value, index, obj) => {
return value.name === processName;
});
const seriesItem: SeriesItem = {
value: 0, // data.processes[processIndex][DataProperty[property]],
name: new Date(data.time)
};
if (process) {
seriesItem.value = process[property];
}
return seriesItem;
}
// UPDATE
updateChartWithLatestData(chartToUpdate: DashboardChart): boolean {
const latestData = this.getLastCollectedData(this._hourlyCollectedData);
if (!latestData) {
return false; // Update was unsuccessful
// return chartToUpdate.data ? chartToUpdate.data : [];
}
let chartData: CustomData[] = [];
if (chartToUpdate.showCommon) {
switch (chartToUpdate.type) {
case ChartType.LineChart:
case ChartType.BarHorizontal2D:
case ChartType.BarHorizontalNormalized:
case ChartType.BarHorizontalStacked:
case ChartType.BarVertical2D:
case ChartType.BarVerticalNormalized:
case ChartType.BarVerticalStacked:
case ChartType.PolarChart:
case ChartType.AreaChart:
case ChartType.AreaChartNormalized:
case ChartType.AreaChartStacked:
case ChartType.HeatMap:
chartData = this.mapToMultiDataOnUpdate(chartToUpdate.data, latestData, chartToUpdate.dataSources);
break;
case ChartType.Pie:
chartData = this.mapToPieSeriesItem(latestData, this.getFirstSource(chartToUpdate.dataSources));
break;
default:
chartData = this.mapToSeriesItem(latestData, chartToUpdate.dataSources);
break;
}
} else {
const source = this.getFirstSource(chartToUpdate.dataSources);
switch (chartToUpdate.type) {
case ChartType.LineChart:
case ChartType.BarHorizontal2D:
case ChartType.BarHorizontalNormalized:
case ChartType.BarHorizontalStacked:
case ChartType.BarVertical2D:
case ChartType.BarVerticalNormalized:
case ChartType.BarVerticalStacked:
case ChartType.PolarChart:
case ChartType.AreaChart:
case ChartType.AreaChartNormalized:
case ChartType.AreaChartStacked:
case ChartType.HeatMap:
chartData = this.mapToProcessMultiDataOnUpdate(chartToUpdate.data, source, chartToUpdate.mostLoaded);
break;
case ChartType.Pie:
chartData = this.mapToProcessesSeriesItem(latestData, source, chartToUpdate.mostLoaded);
break;
default:
chartData = this.mapToProcessesSeriesItem(latestData, source, chartToUpdate.mostLoaded);
break;
}
}
chartToUpdate.data = chartData; // [...tempData];
}
mapToMultiDataOnUpdate(oldData: CustomData[], newData: CollectedData, properties: DataProperty[]): CustomData[] {
if (oldData[0].series.length > 20) { // TODO: refactor
for (let i = 0; i < oldData.length; i++) {
// oldData.push(oldData.slice(1)); // Start from first element(removes oldest data el)
oldData[i].series.shift();
}
// TODO: remove oldest element from array - use order by or sort or smt coz data can be not ordered by date
// TODO: maybe depend on chart's setting get from old array specific amount of data or etc.
}
const newDataToPush = this.mapToMultiData([newData], properties);
for (let i = 0; i < properties.length; i++) {
oldData[i].series.push(...newDataToPush[i].series);
}
return oldData;
}
mapToProcessMultiDataOnUpdate(oldData: CustomData[],
property: DataProperty,
procAmount: number = 1): CustomData[] {
const prop = DataProperty[property];
if (oldData[0].series.length > 20) { // TODO: refactor
for (let i = 0; i < oldData.length; i++) {
// oldData.push(oldData.slice(1)); // Start from first element(removes oldest data el)
oldData[i].series.shift();
}
// TODO: remove oldest element from array - use order by or sort or smt coz data can be not ordered by date
// TODO: maybe depend on chart's setting get from old array specific amount of data or etc.
}
const processes = this.getMostLoadedProcesses(this.getLastCollectedData(this._hourlyCollectedData), prop, procAmount);
const newDataToPush = this.mapToProcessMultiData(this._hourlyCollectedData, property, procAmount);
for (let i = 0; i < procAmount; i++) {
oldData[i].series.push(...newDataToPush[i].series);
}
return oldData;
}
// PIE
mapToPieSeriesItem(data: CollectedData, prop: DataProperty): NumberSeriesItem[] {
const items: NumberSeriesItem[] = [];
const propStr = DataProperty[prop];
items.push(
{
name: dataPropertyLables[prop],
value: data[propStr]
});
let itemName = '';
let itemValue = 0;
switch (prop) {
case DataProperty.cpuUsagePercentage:
case DataProperty.ramUsagePercentage:
case DataProperty.localDiskUsagePercentage:
itemName = 'Available';
itemValue = 100;
break;
case DataProperty.usageRamMBytes:
itemName = 'Free Ram MegaBytes';
itemValue = data[DataProperty[DataProperty.totalRamMBytes]];
break;
case DataProperty.localDiskUsageMBytes:
itemName = 'Free Local Disc MegaBytes';
itemValue = data[DataProperty[DataProperty.localDiskTotalMBytes]];
break;
default:
}
items.push(
{
name: itemName,
value: itemValue - data[propStr]
});
return items;
}
// HELPERS
getMostLoadedProcesses(data: CollectedData, stringProperty: string, procAmount: number = 1): string[] {
data.processes.sort((a, b) => b[stringProperty] - a[stringProperty]); // sort by descending
const topProcessesNames: string[] = [];
for (let i = 0; i < procAmount; i++) {
topProcessesNames.push(data.processes[i].name);
}
return topProcessesNames;
}
instantiateDashboardChart(value: Chart): DashboardChart {
const dataProps = this.convertStringToArrEnum(value.sources);
const dashChart: DashboardChart = {
view: [600, 300],
id: value.id,
showCommon: value.showCommon,
threshold: value.threshold,
mostLoaded: value.mostLoaded,
colorScheme: {...colorSets.find(s => s.name === value.schemeType)},
schemeType: defaultOptions.schemeType,
showLegend: value.showLegend,
legendTitle: value.legendTitle,
gradient: value.gradient,
showXAxis: value.showXAxis,
showYAxis: value.showYAxis,
showXAxisLabel: value.showXAxisLabel,
showYAxisLabel: value.showYAxisLabel,
yAxisLabel: value.yAxisLabel,
xAxisLabel: value.xAxisLabel,
yScaleMin: defaultOptions.yScaleMin,
yScaleMax: defaultOptions.yScaleMax,
autoScale: value.autoScale,
showGridLines: value.showGridLines,
rangeFillOpacity: value.rangeFillOpacity,
roundDomains: value.roundDomains,
tooltipDisabled: value.isTooltipDisabled,
showSeriesOnHover: value.isShowSeriesOnHover,
curve: defaultOptions.curve,
curveClosed: defaultOptions.curveClosed,
title: value.title,
dataSources: dataProps,
data: [],
activeEntries: [],
colectedData: {} as CollectedData,
type: value.type,
theme: value.isLightTheme ? 'light' : 'dark',
isIncluded: false
};
this.fulfillChart(this._hourlyCollectedData, dashChart);
// let chartData = [];
// if (value.showCommon) {
// chartData = this.prepareData(value.type, dataProps, collData);
// } else {
// chartData = this.prepareProcessData(value.type, dataProps[0], collData, value.mostLoaded);
// }
return dashChart;
}
instantiateDashboardChartFromRequest(value: ChartRequest, chartId: number): DashboardChart {
const chart: Chart = {
id: chartId,
...value,
scheme: {...colorSets.find(s => s.name === value.schemeType)}
};
return this.instantiateDashboardChart(chart);
}
mapToLineChartSeriesItem(data: CollectedData, property: DataProperty): SeriesItem {
const seriesItem: SeriesItem = {
value: data[DataProperty[property]],
name: new Date(data.time)
};
return seriesItem;
}
getFirstSource(sources: DataProperty[]): DataProperty {
if (sources && sources.length > 0) {
return sources[0];
} else {
return DataProperty.id;
}
}
pushLatestCollectedData(latestData: CollectedData) {
// this.collectedDataForChart = this.collectedDataForChart || [];
// TODO: check current array on size to remove super old useless data elements
// TODO: use this operation only for current dashboard and then on switching dashboard make data preparing on existing
// collectedDataForChart to reduce amount of operations and time
// TODO: filter all data that younger than 1 hour and push there this data
const hourAgo = new Date(Date.now() - 60 * 60000);
this._hourlyCollectedData = [...this._hourlyCollectedData.filter(value => value.time > hourAgo), latestData];
// this._hourlyCollectedData.push(latestData);
}
convertStringToArrEnum(sources: string): DataProperty[] {
const array: DataProperty[] = [];
const arrNumbers = sources.split(',');
for (let i = 0; i < arrNumbers.length; i++) {
array.push(+arrNumbers[i]);
}
return array;
}
}