Spaces:
Sleeping
Sleeping
| import type { Activity, MetricACWRData } from '@/types'; | |
| /** | |
| * Format date to YYYY-MM-DD in local timezone (not UTC) | |
| */ | |
| function formatDateLocal(date: Date): string { | |
| const year = date.getFullYear(); | |
| const month = String(date.getMonth() + 1).padStart(2, '0'); | |
| const day = String(date.getDate()).padStart(2, '0'); | |
| return `${year}-${month}-${day}`; | |
| } | |
| /** | |
| * Calculate ACWR for a specific metric (distance, duration, or TSS) | |
| * @param activities - Array of activities | |
| * @param metricExtractor - Function to extract the metric value from an activity | |
| * @param dateRange - Optional date range to maintain consistency | |
| */ | |
| export function calculateMetricACWR( | |
| activities: Activity[], | |
| metricExtractor: (activity: Activity) => number | undefined, | |
| dateRange?: { start: Date; end: Date }, | |
| targetACWR: number = 1.3 | |
| ): MetricACWRData { | |
| if (activities.length === 0 && !dateRange) { | |
| return { | |
| dates: [], | |
| values: [], | |
| average7d: [], | |
| average28d: [], | |
| acwr: [], | |
| }; | |
| } | |
| // Sort activities by date | |
| const sortedActivities = [...activities].sort((a, b) => a.date.getTime() - b.date.getTime()); | |
| // Get date range | |
| const startDate = dateRange?.start || (sortedActivities.length > 0 ? new Date(sortedActivities[0].date) : new Date()); | |
| const endDate = dateRange?.end || (sortedActivities.length > 0 ? new Date(sortedActivities[sortedActivities.length - 1].date) : new Date()); | |
| // Create a map of date -> daily sum | |
| const dailyValues = new Map<string, number>(); | |
| // Create a map of date -> activities | |
| const activitiesByDate = new Map<string, Activity[]>(); | |
| sortedActivities.forEach(activity => { | |
| const dateStr = formatDateLocal(activity.date); | |
| const value = metricExtractor(activity); | |
| if (value !== undefined) { | |
| dailyValues.set(dateStr, (dailyValues.get(dateStr) || 0) + value); | |
| } | |
| // Group activities by date | |
| if (!activitiesByDate.has(dateStr)) { | |
| activitiesByDate.set(dateStr, []); | |
| } | |
| activitiesByDate.get(dateStr)!.push(activity); | |
| }); | |
| const dates: string[] = []; | |
| const values: (number | null)[] = []; | |
| const average7d: (number | null)[] = []; | |
| const average28d: (number | null)[] = []; | |
| const acwr: (number | null)[] = []; | |
| // Generate all dates in range | |
| const allDates: Date[] = []; | |
| for (let d = new Date(startDate); d <= endDate; d.setDate(d.getDate() + 1)) { | |
| allDates.push(new Date(d)); | |
| } | |
| // Calculate for each date | |
| allDates.forEach((date, index) => { | |
| const dateStr = formatDateLocal(date); | |
| dates.push(dateStr); | |
| // Get daily value | |
| const dailyValue = dailyValues.get(dateStr) || null; | |
| values.push(dailyValue); | |
| // Calculate 7-day rolling average (acute load) | |
| let acuteSum = 0; | |
| let acuteCount = 0; | |
| for (let i = Math.max(0, index - 6); i <= index; i++) { | |
| const checkDateStr = formatDateLocal(allDates[i]); | |
| const val = dailyValues.get(checkDateStr); | |
| if (val !== undefined) { | |
| acuteSum += val; | |
| acuteCount++; | |
| } | |
| } | |
| const acuteAvg = acuteCount > 0 ? acuteSum / 7 : null; | |
| average7d.push(acuteAvg); | |
| // Calculate 28-day rolling average | |
| let chronicSum = 0; | |
| let chronicCount = 0; | |
| for (let i = Math.max(0, index - 27); i <= index; i++) { | |
| const checkDateStr = formatDateLocal(allDates[i]); | |
| const val = dailyValues.get(checkDateStr); | |
| if (val !== undefined) { | |
| chronicSum += val; | |
| chronicCount++; | |
| } | |
| } | |
| const chronicAvg = chronicCount > 0 ? chronicSum / 28 : null; | |
| average28d.push(chronicAvg); | |
| // Calculate ACWR (need at least 28 days of data) | |
| if (index < 27) { | |
| acwr.push(null); | |
| return; | |
| } | |
| // For ACWR, use the full 28-day sum (not average) | |
| let acwrChronicSum = 0; | |
| for (let i = index - 27; i <= index; i++) { | |
| const checkDateStr = formatDateLocal(allDates[i]); | |
| const val = dailyValues.get(checkDateStr); | |
| if (val !== undefined) { | |
| acwrChronicSum += val; | |
| } | |
| } | |
| const acwrChronicAvg = acwrChronicSum / 28; | |
| // Calculate ACWR | |
| if (acwrChronicAvg > 0 && acuteAvg !== null) { | |
| acwr.push(acuteAvg / acwrChronicAvg); | |
| } else { | |
| acwr.push(null); | |
| } | |
| }); | |
| // Calculate tomorrow's required value to reach ACWR | |
| let targetTomorrowValue: number | null = null; | |
| if (allDates.length >= 28) { | |
| // Calculate tomorrow's 7-day acute sum (last 6 days including zeros) | |
| let tomorrowAcuteSum = 0; | |
| for (let i = allDates.length - 6; i < allDates.length; i++) { | |
| const checkDateStr = formatDateLocal(allDates[i]); | |
| const val = dailyValues.get(checkDateStr) || 0; // Include 0 for rest days | |
| tomorrowAcuteSum += val; | |
| } | |
| // Calculate tomorrow's 28-day chronic sum (last 27 days including zeros) | |
| let tomorrowChronicSum = 0; | |
| for (let i = allDates.length - 27; i < allDates.length; i++) { | |
| const checkDateStr = formatDateLocal(allDates[i]); | |
| const val = dailyValues.get(checkDateStr) || 0; // Include 0 for rest days | |
| tomorrowChronicSum += val; | |
| } | |
| // Solve for tomorrow's value (X): | |
| // Tomorrow's ACWR = [(tomorrowAcuteSum + X) / 7] / [(tomorrowChronicSum + X) / 28] | |
| // Simplifies to: targetACWR = (tomorrowAcuteSum + X) / (tomorrowChronicSum + X) * 28 / 7 | |
| // targetACWR = (tomorrowAcuteSum + X) / (tomorrowChronicSum + X) * 4 | |
| // targetACWR * (tomorrowChronicSum + X) = 4 * (tomorrowAcuteSum + X) | |
| // targetACWR * tomorrowChronicSum + targetACWR * X = 4 * tomorrowAcuteSum + 4 * X | |
| // targetACWR * X - 4 * X = 4 * tomorrowAcuteSum - targetACWR * tomorrowChronicSum | |
| // X * (targetACWR - 4) = 4 * tomorrowAcuteSum - targetACWR * tomorrowChronicSum | |
| // X = (4 * tomorrowAcuteSum - targetACWR * tomorrowChronicSum) / (targetACWR - 4) | |
| const numerator = 4 * tomorrowAcuteSum - targetACWR * tomorrowChronicSum; | |
| const denominator = targetACWR - 4; | |
| if (Math.abs(denominator) > 0.001) { | |
| targetTomorrowValue = numerator / denominator; | |
| // If negative and target ACWR < 1.0, set to 0 (rest day recommended) | |
| // If negative and target ACWR >= 1.0, set to null (target unreachable) | |
| if (targetTomorrowValue < 0) { | |
| if (targetACWR < 1.0) { | |
| targetTomorrowValue = 0; | |
| } else { | |
| targetTomorrowValue = null; | |
| } | |
| } | |
| } else { | |
| // Special case: targetACWR ≈ 4, need different approach | |
| // If ACWR = 4, then acute = 4 * chronic, which means you need massive increase | |
| targetTomorrowValue = null; | |
| } | |
| } | |
| // Calculate what ACWR would be with a rest day tomorrow | |
| let restTomorrowACWR: number | null = null; | |
| if (allDates.length >= 28) { | |
| // Calculate tomorrow's 7-day acute sum with rest (last 6 days + 0) | |
| let tomorrowAcuteSum = 0; | |
| for (let i = allDates.length - 6; i < allDates.length; i++) { | |
| const checkDateStr = formatDateLocal(allDates[i]); | |
| const val = dailyValues.get(checkDateStr) || 0; | |
| tomorrowAcuteSum += val; | |
| } | |
| // Add 0 for rest day (no need to add) | |
| // Calculate tomorrow's 28-day chronic sum with rest (last 27 days + 0) | |
| let tomorrowChronicSum = 0; | |
| for (let i = allDates.length - 27; i < allDates.length; i++) { | |
| const checkDateStr = formatDateLocal(allDates[i]); | |
| const val = dailyValues.get(checkDateStr) || 0; | |
| tomorrowChronicSum += val; | |
| } | |
| // Add 0 for rest day (no need to add) | |
| // Calculate ACWR with rest day | |
| const tomorrowAcuteAvg = tomorrowAcuteSum / 7; | |
| const tomorrowChronicAvg = tomorrowChronicSum / 28; | |
| if (tomorrowChronicAvg > 0) { | |
| restTomorrowACWR = tomorrowAcuteAvg / tomorrowChronicAvg; | |
| } | |
| } | |
| return { | |
| dates, | |
| values, | |
| average7d, | |
| average28d, | |
| acwr, | |
| targetTomorrowValue, | |
| targetACWR: allDates.length >= 28 ? targetACWR : undefined, | |
| restTomorrowACWR: allDates.length >= 28 ? restTomorrowACWR : undefined, | |
| todayValue: undefined, | |
| activitiesByDate, | |
| }; | |
| } | |