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TimeSeries: Fix leading null-fill for missing intervals (#67570)
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@ -152,6 +152,34 @@ describe('nullInsertThreshold Transformer', () => {
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// this tests that intervals at 24hr but starting not at 12am UTC are not always snapped to 12am UTC
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test('should insert leading null at beginning +interval when timeRange.from.valueOf() exceeds threshold 11PM UTC', () => {
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const df = new MutableDataFrame({
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refId: 'A',
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fields: [
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{
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name: 'Time',
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type: FieldType.time,
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config: { interval: 86400000 },
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values: [1679439600000, 1679526000000, 1679612400000, 1679698800000, 1679785200000],
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},
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{ name: 'One', type: FieldType.number, values: [0, 1, 2, 3, 4] },
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],
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});
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const result = applyNullInsertThreshold({
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frame: df,
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refFieldName: null,
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refFieldPseudoMin: 1679320395828,
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refFieldPseudoMax: 1679815217157,
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});
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expect(result.fields[0].values).toEqual([
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1679266800000, 1679353200000, 1679439600000, 1679526000000, 1679612400000, 1679698800000, 1679785200000,
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]);
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expect(result.fields[1].values).toEqual([null, null, 0, 1, 2, 3, 4]);
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});
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test('should insert trailing null at end +interval when timeRange.to.valueOf() exceeds threshold', () => {
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test('should insert trailing null at end +interval when timeRange.to.valueOf() exceeds threshold', () => {
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const df = new MutableDataFrame({
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const df = new MutableDataFrame({
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refId: 'A',
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refId: 'A',
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@ -1,4 +1,4 @@
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import { DataFrame, FieldType, incrRoundDn } from '@grafana/data';
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import { DataFrame, FieldType } from '@grafana/data';
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type InsertMode = (prev: number, next: number, threshold: number) => number;
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type InsertMode = (prev: number, next: number, threshold: number) => number;
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@ -108,11 +108,11 @@ function nullInsertThreshold(
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const len = refValues.length;
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const len = refValues.length;
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const refValuesNew: number[] = [];
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const refValuesNew: number[] = [];
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// Continiuously subtract the threshold from the first data
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// Continuously subtract the threshold from the first data point, filling in insert values accordingly
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// point filling in insert values accordingly
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if (refFieldPseudoMin != null && refFieldPseudoMin < refValues[0]) {
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if (refFieldPseudoMin != null && refFieldPseudoMin < refValues[0]) {
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let preFillCount = Math.ceil((refValues[0] - refFieldPseudoMin) / threshold);
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// this will be 0 or 1 threshold increment left of visible range
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// this will be 0 or 1 threshold increment left of visible range
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let prevSlot = incrRoundDn(refFieldPseudoMin, threshold);
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let prevSlot = refValues[0] - preFillCount * threshold;
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while (prevSlot < refValues[0]) {
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while (prevSlot < refValues[0]) {
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// (prevSlot - threshold) is used to simulate the previous 'real' data point, as getInsertValue expects
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// (prevSlot - threshold) is used to simulate the previous 'real' data point, as getInsertValue expects
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@ -126,8 +126,7 @@ function nullInsertThreshold(
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let prevValue: number = refValues[0];
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let prevValue: number = refValues[0];
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// Fill nulls when a value is greater than
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// Fill nulls when a value is greater than the threshold value
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// the threshold value
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for (let i = 1; i < len; i++) {
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for (let i = 1; i < len; i++) {
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const curValue = refValues[i];
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const curValue = refValues[i];
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