Commit e48767a1 by ryan

remove processTimeSeries

parent d6ae76c8
export * from './processTimeSeries';
export * from './processTableData';
export * from './valueFormats/valueFormats';
export * from './colors';
......
// Libraries
import isNumber from 'lodash/isNumber';
import { colors } from './colors';
// Types
import { getFlotPairs } from './flotPairs';
import { TimeSeriesVMs, NullValueMode, TimeSeriesValue, TableData } from '../types';
interface Options {
data: TableData[];
xColumn?: number; // Time (or null to guess)
yColumn?: number; // Value (or null to guess)
nullValueMode: NullValueMode;
}
// NOTE: this should move to processTableData.ts
// I left it as is so the merge changes are more clear.
export function processTimeSeries({ data, xColumn, yColumn, nullValueMode }: Options): TimeSeriesVMs {
const vmSeries = data.map((item, index) => {
if (!isNumber(xColumn)) {
xColumn = 1; // Default timeseries colum. TODO, find first time field!
}
if (!isNumber(yColumn)) {
yColumn = 0; // TODO, find first non-time field
}
// TODO? either % or throw error?
if (xColumn >= item.columns.length) {
throw new Error('invalid colum: ' + xColumn);
}
if (yColumn >= item.columns.length) {
throw new Error('invalid colum: ' + yColumn);
}
const colorIndex = index % colors.length;
const label = item.columns[yColumn].text;
// Use external calculator just to make sure it works :)
const result = getFlotPairs({
rows: item.rows,
xIndex: xColumn,
yIndex: yColumn,
nullValueMode,
});
// stat defaults
let total = 0;
let max: TimeSeriesValue = -Number.MAX_VALUE;
let min: TimeSeriesValue = Number.MAX_VALUE;
let logmin = Number.MAX_VALUE;
let avg: TimeSeriesValue = null;
let current: TimeSeriesValue = null;
let first: TimeSeriesValue = null;
let delta: TimeSeriesValue = 0;
let diff: TimeSeriesValue = null;
let range: TimeSeriesValue = null;
let timeStep = Number.MAX_VALUE;
let allIsNull = true;
let allIsZero = true;
const ignoreNulls = nullValueMode === NullValueMode.Ignore;
const nullAsZero = nullValueMode === NullValueMode.AsZero;
let currentTime: TimeSeriesValue = null;
let currentValue: TimeSeriesValue = null;
let nonNulls = 0;
let previousTime: TimeSeriesValue = null;
let previousValue = 0;
let previousDeltaUp = true;
for (let i = 0; i < item.rows.length; i++) {
currentValue = item.rows[i][yColumn];
currentTime = item.rows[i][xColumn];
if (typeof currentTime !== 'number') {
continue;
}
if (currentValue !== null && typeof currentValue !== 'number') {
throw { message: 'Time series contains non number values' };
}
// Due to missing values we could have different timeStep all along the series
// so we have to find the minimum one (could occur with aggregators such as ZimSum)
if (previousTime !== null && currentTime !== null) {
const currentStep = currentTime - previousTime;
if (currentStep < timeStep) {
timeStep = currentStep;
}
}
previousTime = currentTime;
if (currentValue === null) {
if (ignoreNulls) {
continue;
}
if (nullAsZero) {
currentValue = 0;
}
}
if (currentValue !== null) {
if (isNumber(currentValue)) {
total += currentValue;
allIsNull = false;
nonNulls++;
}
if (currentValue > max) {
max = currentValue;
}
if (currentValue < min) {
min = currentValue;
}
if (first === null) {
first = currentValue;
} else {
if (previousValue > currentValue) {
// counter reset
previousDeltaUp = false;
if (i === item.rows.length - 1) {
// reset on last
delta += currentValue;
}
} else {
if (previousDeltaUp) {
delta += currentValue - previousValue; // normal increment
} else {
delta += currentValue; // account for counter reset
}
previousDeltaUp = true;
}
}
previousValue = currentValue;
if (currentValue < logmin && currentValue > 0) {
logmin = currentValue;
}
if (currentValue !== 0) {
allIsZero = false;
}
}
}
if (max === -Number.MAX_VALUE) {
max = null;
}
if (min === Number.MAX_VALUE) {
min = null;
}
if (result.length && !allIsNull) {
avg = total / nonNulls;
current = result[result.length - 1][1];
if (current === null && result.length > 1) {
current = result[result.length - 2][1];
}
}
if (max !== null && min !== null) {
range = max - min;
}
if (current !== null && first !== null) {
diff = current - first;
}
const count = result.length;
return {
data: result,
label: label,
color: colors[colorIndex],
allIsZero,
allIsNull,
stats: {
total,
min,
max,
current,
logmin,
avg,
diff,
delta,
timeStep,
range,
count,
first,
},
};
});
return vmSeries;
}
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