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waveform-analysis/src/core/data.ts

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import type {
SingleWaveformData,
WaveformData,
WaveformPoint,
NormalizedWaveformSeries,
} from '../types'
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const DEFAULT_ERROR_BAR_WIDTH = 1.5
const DEFAULT_ERROR_BAR_CAP_WIDTH = 8
function normalizeError(value: number | undefined): number | undefined {
return typeof value === 'number' && Number.isFinite(value) && value >= 0 ? value : undefined
}
function normalizeWaveformPoint(point: WaveformPoint): WaveformPoint {
const error = normalizeError(point.error)
const lowerError = normalizeError(point.lowerError)
const upperError = normalizeError(point.upperError)
return {
x: point.x,
y: point.y,
...(error === undefined ? {} : { error }),
...(lowerError === undefined ? {} : { lowerError }),
...(upperError === undefined ? {} : { upperError }),
}
}
export function resolveWaveformPointErrors(point: WaveformPoint): {
lower: number
upper: number
} {
const symmetric = normalizeError(point.error) ?? 0
return {
lower: normalizeError(point.lowerError) ?? symmetric,
upper: normalizeError(point.upperError) ?? symmetric,
}
}
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/**
*
* @param data samples points
* @returns
*/
export function normalizeWaveformData(data: SingleWaveformData): WaveformPoint[] {
if (data.kind === 'samples') {
if (!Number.isFinite(data.sampleRate) || data.sampleRate <= 0) return []
const startTime = Number.isFinite(data.startTime) ? (data.startTime ?? 0) : 0
return data.values.flatMap((value, index) =>
Number.isFinite(value) ? [{ x: startTime + index / data.sampleRate, y: value }] : [],
)
}
return data.points
.filter((point) => Number.isFinite(point.x) && Number.isFinite(point.y))
.map(normalizeWaveformPoint)
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.sort((left, right) => left.x - right.x)
}
/**
*
* @param data
* @returns
*/
export function normalizeWaveformSeries(data: WaveformData): NormalizedWaveformSeries[] {
if (data.kind !== 'series') {
const points = normalizeWaveformData(data)
return points.length > 0
? [
{
id: 'series-0',
name: '',
lineType: 'linear',
pointType: 'none',
errorBar: {
visible: false,
width: DEFAULT_ERROR_BAR_WIDTH,
capWidth: DEFAULT_ERROR_BAR_CAP_WIDTH,
},
points,
},
]
: []
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}
const usedIds = new Set<string>()
return data.series
.map((series, index) => {
const id = series.id?.trim() || `series-${index}`
// 确保 ID 唯一,如果重复则添加后缀
let uniqueId = id
let suffix = 1
while (usedIds.has(uniqueId)) {
uniqueId = `${id}-${suffix}`
suffix++
}
usedIds.add(uniqueId)
const requestedLineType = series.lineType ?? 'linear'
const requestedPointType = series.pointType ?? 'none'
const errorBarVisible = series.errorBar?.visible === true
const lineType =
requestedLineType === 'none' && requestedPointType === 'none' && !errorBarVisible
? 'linear'
: requestedLineType
const width = Number(series.errorBar?.width)
const capWidth = Number(series.errorBar?.capWidth)
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return {
id: uniqueId,
trackId: series.trackId?.trim() || undefined,
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name: series.name,
unit: series.unit,
color: series.color,
lineType,
pointType: requestedPointType,
errorBar: {
visible: errorBarVisible,
color: series.errorBar?.color,
width: Number.isFinite(width) && width > 0 ? width : DEFAULT_ERROR_BAR_WIDTH,
capWidth:
Number.isFinite(capWidth) && capWidth > 0 ? capWidth : DEFAULT_ERROR_BAR_CAP_WIDTH,
},
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points: normalizeWaveformData(series.data),
}
})
.filter((series) => series.points.length > 0)
}