The open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more.
You can not select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
 
 
 
 
 
 
grafana/public/app/core/components/TimelineChart/utils.ts

692 lines
18 KiB

import React from 'react';
import uPlot from 'uplot';
import {
ArrayVector,
DataFrame,
DashboardCursorSync,
DataHoverPayload,
DataHoverEvent,
DataHoverClearEvent,
FALLBACK_COLOR,
Field,
FieldColorModeId,
FieldConfig,
FieldType,
formattedValueToString,
getFieldDisplayName,
getValueFormat,
GrafanaTheme2,
getActiveThreshold,
Threshold,
getFieldConfigWithMinMax,
ThresholdsMode,
TimeRange,
} from '@grafana/data';
import { maybeSortFrame } from '@grafana/data/src/transformations/transformers/joinDataFrames';
import {
VizLegendOptions,
AxisPlacement,
ScaleDirection,
ScaleOrientation,
VisibilityMode,
TimelineValueAlignment,
HideableFieldConfig,
} from '@grafana/schema';
import {
FIXED_UNIT,
SeriesVisibilityChangeMode,
UPlotConfigBuilder,
UPlotConfigPrepFn,
VizLegendItem,
} from '@grafana/ui';
import { applyNullInsertThreshold } from '@grafana/ui/src/components/GraphNG/nullInsertThreshold';
import { nullToValue } from '@grafana/ui/src/components/GraphNG/nullToValue';
import { PlotTooltipInterpolator } from '@grafana/ui/src/components/uPlot/types';
import { preparePlotData2, getStackingGroups } from '@grafana/ui/src/components/uPlot/utils';
import { getConfig, TimelineCoreOptions } from './timeline';
/**
* @internal
*/
interface UPlotConfigOptions {
frame: DataFrame;
theme: GrafanaTheme2;
mode: TimelineMode;
sync?: () => DashboardCursorSync;
rowHeight?: number;
colWidth?: number;
showValue: VisibilityMode;
alignValue?: TimelineValueAlignment;
mergeValues?: boolean;
getValueColor: (frameIdx: number, fieldIdx: number, value: unknown) => string;
}
/**
* @internal
*/
interface PanelFieldConfig extends HideableFieldConfig {
fillOpacity?: number;
lineWidth?: number;
}
export enum TimelineMode {
Changes = 'changes',
Samples = 'samples',
}
const defaultConfig: PanelFieldConfig = {
lineWidth: 0,
fillOpacity: 80,
};
export function mapMouseEventToMode(event: React.MouseEvent): SeriesVisibilityChangeMode {
if (event.ctrlKey || event.metaKey || event.shiftKey) {
return SeriesVisibilityChangeMode.AppendToSelection;
}
return SeriesVisibilityChangeMode.ToggleSelection;
}
export const preparePlotConfigBuilder: UPlotConfigPrepFn<UPlotConfigOptions> = ({
frame,
theme,
timeZones,
getTimeRange,
mode,
eventBus,
sync,
rowHeight,
colWidth,
showValue,
alignValue,
mergeValues,
getValueColor,
}) => {
const builder = new UPlotConfigBuilder(timeZones[0]);
const xScaleUnit = 'time';
const xScaleKey = 'x';
const isDiscrete = (field: Field) => {
const mode = field.config?.color?.mode;
return !(mode && field.display && mode.startsWith('continuous-'));
};
const getValueColorFn = (seriesIdx: number, value: unknown) => {
const field = frame.fields[seriesIdx];
if (
field.state?.origin?.fieldIndex !== undefined &&
field.state?.origin?.frameIndex !== undefined &&
getValueColor
) {
return getValueColor(field.state?.origin?.frameIndex, field.state?.origin?.fieldIndex, value);
}
return FALLBACK_COLOR;
};
const opts: TimelineCoreOptions = {
mode: mode!,
numSeries: frame.fields.length - 1,
isDiscrete: (seriesIdx) => isDiscrete(frame.fields[seriesIdx]),
mergeValues,
rowHeight: rowHeight,
colWidth: colWidth,
showValue: showValue!,
alignValue,
theme,
label: (seriesIdx) => getFieldDisplayName(frame.fields[seriesIdx], frame),
getFieldConfig: (seriesIdx) => frame.fields[seriesIdx].config.custom,
getValueColor: getValueColorFn,
getTimeRange,
// hardcoded formatter for state values
formatValue: (seriesIdx, value) => formattedValueToString(frame.fields[seriesIdx].display!(value)),
onHover: (seriesIndex, valueIndex) => {
hoveredSeriesIdx = seriesIndex;
hoveredDataIdx = valueIndex;
shouldChangeHover = true;
},
onLeave: () => {
hoveredSeriesIdx = null;
hoveredDataIdx = null;
shouldChangeHover = true;
},
};
let shouldChangeHover = false;
let hoveredSeriesIdx: number | null = null;
let hoveredDataIdx: number | null = null;
const coreConfig = getConfig(opts);
const payload: DataHoverPayload = {
point: {
[xScaleUnit]: null,
[FIXED_UNIT]: null,
},
data: frame,
};
builder.addHook('init', coreConfig.init);
builder.addHook('drawClear', coreConfig.drawClear);
builder.addHook('setCursor', coreConfig.setCursor);
// in TooltipPlugin, this gets invoked and the result is bound to a setCursor hook
// which fires after the above setCursor hook, so can take advantage of hoveringOver
// already set by the above onHover/onLeave callbacks that fire from coreConfig.setCursor
const interpolateTooltip: PlotTooltipInterpolator = (
updateActiveSeriesIdx,
updateActiveDatapointIdx,
updateTooltipPosition
) => {
if (shouldChangeHover) {
if (hoveredSeriesIdx != null) {
updateActiveSeriesIdx(hoveredSeriesIdx);
updateActiveDatapointIdx(hoveredDataIdx);
}
shouldChangeHover = false;
}
updateTooltipPosition(hoveredSeriesIdx == null);
};
builder.setTooltipInterpolator(interpolateTooltip);
builder.setPrepData((frames) => preparePlotData2(frames[0], getStackingGroups(frames[0])));
builder.setCursor(coreConfig.cursor);
builder.addScale({
scaleKey: xScaleKey,
isTime: true,
orientation: ScaleOrientation.Horizontal,
direction: ScaleDirection.Right,
range: coreConfig.xRange,
});
builder.addScale({
scaleKey: FIXED_UNIT, // y
isTime: false,
orientation: ScaleOrientation.Vertical,
direction: ScaleDirection.Up,
range: coreConfig.yRange,
});
builder.addAxis({
scaleKey: xScaleKey,
isTime: true,
splits: coreConfig.xSplits!,
placement: AxisPlacement.Bottom,
timeZone: timeZones[0],
theme,
grid: { show: true },
});
builder.addAxis({
scaleKey: FIXED_UNIT, // y
isTime: false,
placement: AxisPlacement.Left,
splits: coreConfig.ySplits,
values: coreConfig.yValues,
grid: { show: false },
ticks: { show: false },
gap: 16,
theme,
});
let seriesIndex = 0;
for (let i = 0; i < frame.fields.length; i++) {
if (i === 0) {
continue;
}
const field = frame.fields[i];
const config: FieldConfig<PanelFieldConfig> = field.config;
const customConfig: PanelFieldConfig = {
...defaultConfig,
...config.custom,
};
field.state!.seriesIndex = seriesIndex++;
// const scaleKey = config.unit || FIXED_UNIT;
// const colorMode = getFieldColorModeForField(field);
builder.addSeries({
scaleKey: FIXED_UNIT,
pathBuilder: coreConfig.drawPaths,
pointsBuilder: coreConfig.drawPoints,
//colorMode,
lineWidth: customConfig.lineWidth,
fillOpacity: customConfig.fillOpacity,
theme,
show: !customConfig.hideFrom?.viz,
thresholds: config.thresholds,
// The following properties are not used in the uPlot config, but are utilized as transport for legend config
dataFrameFieldIndex: field.state?.origin,
});
}
if (sync && sync() !== DashboardCursorSync.Off) {
let cursor: Partial<uPlot.Cursor> = {};
cursor.sync = {
key: '__global_',
filters: {
pub: (type: string, src: uPlot, x: number, y: number, w: number, h: number, dataIdx: number) => {
if (sync && sync() === DashboardCursorSync.Off) {
return false;
}
payload.rowIndex = dataIdx;
if (x < 0 && y < 0) {
payload.point[xScaleUnit] = null;
payload.point[FIXED_UNIT] = null;
eventBus.publish(new DataHoverClearEvent());
} else {
payload.point[xScaleUnit] = src.posToVal(x, xScaleKey);
payload.point.panelRelY = y > 0 ? y / h : 1; // used for old graph panel to position tooltip
payload.down = undefined;
eventBus.publish(new DataHoverEvent(payload));
}
return true;
},
},
scales: [xScaleKey, null],
};
builder.setSync();
builder.setCursor(cursor);
}
return builder;
};
export function getNamesToFieldIndex(frame: DataFrame): Map<string, number> {
const names = new Map<string, number>();
for (let i = 0; i < frame.fields.length; i++) {
names.set(getFieldDisplayName(frame.fields[i], frame), i);
}
return names;
}
/**
* If any sequential duplicate values exist, this will return a new array
* with the future values set to undefined.
*
* in: 1, 1,undefined, 1,2, 2,null,2,3
* out: 1,undefined,undefined,undefined,2,undefined,null,2,3
*/
export function unsetSameFutureValues(values: unknown[]): unknown[] | undefined {
let prevVal = values[0];
let clone: unknown[] | undefined = undefined;
for (let i = 1; i < values.length; i++) {
let value = values[i];
if (value === null) {
prevVal = null;
} else {
if (value === prevVal) {
if (!clone) {
clone = [...values];
}
clone[i] = undefined;
} else if (value != null) {
prevVal = value;
}
}
}
return clone;
}
function getSpanNulls(field: Field) {
let spanNulls = field.config.custom?.spanNulls;
// magic value for join() to leave nulls alone instead of expanding null ranges
// should be set to -1 when spanNulls = null|undefined|false|0, which is "retain nulls, without expanding"
// Infinity is not optimal here since it causes spanNulls to be more expensive than simply removing all nulls unconditionally
return !spanNulls ? -1 : spanNulls === true ? Infinity : spanNulls;
}
/**
* Merge values by the threshold
*/
export function mergeThresholdValues(field: Field, theme: GrafanaTheme2): Field | undefined {
const thresholds = field.config.thresholds;
if (field.type !== FieldType.number || !thresholds || !thresholds.steps.length) {
return undefined;
}
const items = getThresholdItems(field.config, theme);
if (items.length !== thresholds.steps.length) {
return undefined; // should not happen
}
const thresholdToText = new Map<Threshold, string>();
const textToColor = new Map<string, string>();
for (let i = 0; i < items.length; i++) {
thresholdToText.set(thresholds.steps[i], items[i].label);
textToColor.set(items[i].label, items[i].color!);
}
let input = field.values.toArray();
const vals = new Array<String | undefined>(field.values.length);
if (thresholds.mode === ThresholdsMode.Percentage) {
const { min, max } = getFieldConfigWithMinMax(field);
const delta = max! - min!;
input = input.map((v) => {
if (v == null) {
return v;
}
return ((v - min!) / delta) * 100;
});
}
for (let i = 0; i < vals.length; i++) {
const v = input[i];
if (v == null) {
vals[i] = v;
} else {
vals[i] = thresholdToText.get(getActiveThreshold(v, thresholds.steps));
}
}
return {
...field,
config: {
...field.config,
custom: {
...field.config.custom,
spanNulls: getSpanNulls(field),
},
},
type: FieldType.string,
values: new ArrayVector(vals),
display: (value) => ({
text: String(value),
color: textToColor.get(String(value)),
numeric: NaN,
}),
};
}
// This will return a set of frames with only graphable values included
export function prepareTimelineFields(
series: DataFrame[] | undefined,
mergeValues: boolean,
timeRange: TimeRange,
theme: GrafanaTheme2
): { frames?: DataFrame[]; warn?: string } {
if (!series?.length) {
return { warn: 'No data in response' };
}
let hasTimeseries = false;
const frames: DataFrame[] = [];
for (let frame of series) {
let isTimeseries = false;
let changed = false;
let maybeSortedFrame = maybeSortFrame(
frame,
frame.fields.findIndex((f) => f.type === FieldType.time)
);
let nulledFrame = applyNullInsertThreshold({
frame: maybeSortedFrame,
refFieldPseudoMin: timeRange.from.valueOf(),
refFieldPseudoMax: timeRange.to.valueOf(),
});
if (nulledFrame !== frame) {
changed = true;
}
const fields: Field[] = [];
for (let field of nullToValue(nulledFrame).fields) {
switch (field.type) {
case FieldType.time:
isTimeseries = true;
hasTimeseries = true;
fields.push(field);
break;
case FieldType.number:
if (mergeValues && field.config.color?.mode === FieldColorModeId.Thresholds) {
const f = mergeThresholdValues(field, theme);
if (f) {
fields.push(f);
changed = true;
continue;
}
}
case FieldType.boolean:
case FieldType.string:
field = {
...field,
config: {
...field.config,
custom: {
...field.config.custom,
spanNulls: getSpanNulls(field),
},
},
};
fields.push(field);
break;
default:
changed = true;
}
}
if (isTimeseries && fields.length > 1) {
hasTimeseries = true;
if (changed) {
frames.push({
...maybeSortedFrame,
fields,
});
} else {
frames.push(maybeSortedFrame);
}
}
}
if (!hasTimeseries) {
return { warn: 'Data does not have a time field' };
}
if (!frames.length) {
return { warn: 'No graphable fields' };
}
return { frames };
}
export function getThresholdItems(fieldConfig: FieldConfig, theme: GrafanaTheme2): VizLegendItem[] {
const items: VizLegendItem[] = [];
const thresholds = fieldConfig.thresholds;
if (!thresholds || !thresholds.steps.length) {
return items;
}
const steps = thresholds.steps;
const disp = getValueFormat(thresholds.mode === ThresholdsMode.Percentage ? 'percent' : fieldConfig.unit ?? '');
const fmt = (v: number) => formattedValueToString(disp(v));
for (let i = 0; i < steps.length; i++) {
let step = steps[i];
let value = step.value;
let pre = '';
let suf = '';
if (value === -Infinity && i < steps.length - 1) {
value = steps[i + 1].value;
pre = '< ';
} else {
suf = '+';
}
items.push({
label: `${pre}${fmt(value)}${suf}`,
color: theme.visualization.getColorByName(step.color),
yAxis: 1,
});
}
return items;
}
export function prepareTimelineLegendItems(
frames: DataFrame[] | undefined,
options: VizLegendOptions,
theme: GrafanaTheme2
): VizLegendItem[] | undefined {
if (!frames || options.showLegend === false) {
return undefined;
}
return getFieldLegendItem(allNonTimeFields(frames), theme);
}
export function getFieldLegendItem(fields: Field[], theme: GrafanaTheme2): VizLegendItem[] | undefined {
if (!fields.length) {
return undefined;
}
const items: VizLegendItem[] = [];
const fieldConfig = fields[0].config;
const colorMode = fieldConfig.color?.mode ?? FieldColorModeId.Fixed;
const thresholds = fieldConfig.thresholds;
// If thresholds are enabled show each step in the legend
if (colorMode === FieldColorModeId.Thresholds && thresholds?.steps && thresholds.steps.length > 1) {
return getThresholdItems(fieldConfig, theme);
}
// If thresholds are enabled show each step in the legend
if (colorMode.startsWith('continuous')) {
return undefined; // eventually a color bar
}
let stateColors: Map<string, string | undefined> = new Map();
fields.forEach((field) => {
field.values.toArray().forEach((v) => {
let state = field.display!(v);
if (state.color) {
stateColors.set(state.text, state.color!);
}
});
});
stateColors.forEach((color, label) => {
if (label.length > 0) {
items.push({
label: label!,
color: theme.visualization.getColorByName(color ?? FALLBACK_COLOR),
yAxis: 1,
});
}
});
return items;
}
function allNonTimeFields(frames: DataFrame[]): Field[] {
const fields: Field[] = [];
for (const frame of frames) {
for (const field of frame.fields) {
if (field.type !== FieldType.time) {
fields.push(field);
}
}
}
return fields;
}
export function findNextStateIndex(field: Field, datapointIdx: number) {
let end;
let rightPointer = datapointIdx + 1;
if (rightPointer >= field.values.length) {
return null;
}
const startValue = field.values.get(datapointIdx);
while (end === undefined) {
if (rightPointer >= field.values.length) {
return null;
}
const rightValue = field.values.get(rightPointer);
if (rightValue === undefined || rightValue === startValue) {
rightPointer++;
} else {
end = rightPointer;
}
}
return end;
}
/**
* Returns the precise duration of a time range passed in milliseconds.
* This function calculates with 30 days month and 365 days year.
* adapted from https://gist.github.com/remino/1563878
* @param milliSeconds The duration in milliseconds
* @returns A formated string of the duration
*/
export function fmtDuration(milliSeconds: number): string {
if (milliSeconds < 0 || Number.isNaN(milliSeconds)) {
return '';
}
let yr: number, mo: number, wk: number, d: number, h: number, m: number, s: number, ms: number;
s = Math.floor(milliSeconds / 1000);
m = Math.floor(s / 60);
s = s % 60;
h = Math.floor(m / 60);
m = m % 60;
d = Math.floor(h / 24);
h = h % 24;
yr = Math.floor(d / 365);
if (yr > 0) {
d = d % 365;
}
mo = Math.floor(d / 30);
if (mo > 0) {
d = d % 30;
}
wk = Math.floor(d / 7);
if (wk > 0) {
d = d % 7;
}
ms = Math.round((milliSeconds % 1000) * 1000) / 1000;
return (
yr > 0
? yr + 'y ' + (mo > 0 ? mo + 'mo ' : '') + (wk > 0 ? wk + 'w ' : '') + (d > 0 ? d + 'd ' : '')
: mo > 0
? mo + 'mo ' + (wk > 0 ? wk + 'w ' : '') + (d > 0 ? d + 'd ' : '')
: wk > 0
? wk + 'w ' + (d > 0 ? d + 'd ' : '')
: d > 0
? d + 'd ' + (h > 0 ? h + 'h ' : '')
: h > 0
? h + 'h ' + (m > 0 ? m + 'm ' : '')
: m > 0
? m + 'm ' + (s > 0 ? s + 's ' : '')
: s > 0
? s + 's ' + (ms > 0 ? ms + 'ms ' : '')
: ms > 0
? ms + 'ms '
: '0'
).trim();
}