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box-box/frontend/src/lib/tyredeg.ts
AmanTahiliani 4e62e93ea2 feat(#13): Live tyre-degradation & pit-window panel
Implemented by claude via .agents/dev dispatch.
2026-07-04 00:00:19 -04:00

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// Tyre degradation + pit-window estimation for the live timing page.
// Pure functions only — no React, no side effects — so everything is unit-testable.
//
// Lap-time samples are accumulated client-side from successive SSE snapshots
// (mirroring the gapHistory/battles precedent); nothing here talks to the server.
import type { LiveTimingRow } from './live'
import { driverCode } from './live'
import { parseIntervalSeconds } from './gapHistory'
/**
* Rough typical pit-lane time loss (entry + stop + exit vs a flying lap), in
* seconds. Per-track values are deliberately out of scope for v1.
*/
export const PIT_LOSS_SECONDS = 22
/** Minimum clean laps in the current stint before a slope is trustworthy. */
export const MIN_CLEAN_LAPS = 4
/**
* Laps more than this many seconds off the stint median are treated as
* outliers (traffic, spins, safety car) and excluded from the fit.
*/
export const OUTLIER_DELTA_SECONDS = 5
/**
* Slope classification thresholds (seconds per lap):
* slope <= -DEG_SLOPE_THRESHOLD -> 'improving' (track evolution, fuel burn dominating)
* slope >= +DEG_SLOPE_THRESHOLD -> 'degrading' (tyre wear dominating)
* otherwise -> 'stable'
*/
export const DEG_SLOPE_THRESHOLD = 0.05
/** Safety cap so a very long stint cannot grow the buffer unbounded. */
export const MAX_STINT_SAMPLES = 80
export type DegTrend = 'improving' | 'stable' | 'degrading'
export interface StintSample {
lap: number
seconds: number
}
export interface DriverStintHistory {
compound: string
tyreAge: number
lastLapNumber: number
lastLapTime: string
/** The next completed lap is an out-lap (fresh stint) and must be discarded. */
skipNextLap: boolean
samples: StintSample[]
}
/** Per-driver current-stint lap history, keyed by racing number. */
export type StintHistoryMap = Record<string, DriverStintHistory>
export interface StintLapInput {
racingNumber: string
lapNumber: number
lastLapTime: string
compound: string
tyreAge: number
inPit: boolean
pitOut: boolean
}
/**
* Parse an F1 live-timing lap time string ("1:23.456", "83.456") into seconds.
* Same conventions as parseIntervalSeconds, but a lap time is never signed and
* never a lapped/leader marker; zero or negative values are rejected.
*/
export function parseLapTimeSeconds(raw: string | null | undefined): number | null {
const value = parseIntervalSeconds(raw)
if (value === null || value <= 0) return null
return value
}
export function stintInputFromRow(row: LiveTimingRow): StintLapInput {
return {
racingNumber: row.RacingNumber,
lapNumber: row.Driver.NumberOfLaps || 0,
lastLapTime: row.Driver.LastLapTime || '',
compound: row.Tyre?.Compound || '',
tyreAge: row.Tyre?.Age ?? 0,
inPit: Boolean(row.Driver.InPit),
pitOut: Boolean(row.Driver.PitOut),
}
}
/**
* Record one snapshot's worth of lap samples for each driver's current stint.
* Returns a new map (input is not mutated); drivers missing from `inputs` are
* pruned.
*
* A lap counts as completed when LastLapTime changes to a new non-empty value
* (NumberOfLaps can tick before the lap time arrives, so the time string is
* the trigger; a sample for the same lap number is replaced, not duplicated).
* The stint buffer resets when the compound changes or the tyre age drops
* (new set fitted), and laps completed in the pit lane (in-lap), on pit exit
* (out-lap), or immediately after a reset are excluded.
*/
export function recordStintSamples(
history: StintHistoryMap,
inputs: ReadonlyArray<StintLapInput>,
): StintHistoryMap {
const next: StintHistoryMap = {}
for (const input of inputs) {
if (!input.racingNumber) continue
const prior = history[input.racingNumber]
if (!prior) {
next[input.racingNumber] = {
compound: input.compound,
tyreAge: input.tyreAge,
lastLapNumber: input.lapNumber,
lastLapTime: input.lastLapTime,
skipNextLap: false,
samples: [],
}
continue
}
let samples = prior.samples
let skipNextLap = prior.skipNextLap
const compoundChanged = Boolean(input.compound) && Boolean(prior.compound) && input.compound !== prior.compound
const freshSet = input.tyreAge < prior.tyreAge
if (compoundChanged || freshSet || input.inPit) {
// Stint over (or a new one starting): drop the old laps and flag the
// upcoming out-lap for exclusion.
samples = []
skipNextLap = true
}
const lapCompleted = Boolean(input.lastLapTime) && input.lastLapTime !== prior.lastLapTime
if (lapCompleted) {
const seconds = parseLapTimeSeconds(input.lastLapTime)
const dirty = input.inPit || input.pitOut || skipNextLap
if (seconds !== null && !dirty) {
const last = samples[samples.length - 1]
if (last && last.lap === input.lapNumber) {
samples = [...samples.slice(0, -1), { lap: input.lapNumber, seconds }]
} else {
samples = [...samples, { lap: input.lapNumber, seconds }]
if (samples.length > MAX_STINT_SAMPLES) {
samples = samples.slice(samples.length - MAX_STINT_SAMPLES)
}
}
}
if (!input.inPit) skipNextLap = false
}
next[input.racingNumber] = {
compound: input.compound || prior.compound,
tyreAge: input.tyreAge,
lastLapNumber: input.lapNumber,
lastLapTime: input.lastLapTime || prior.lastLapTime,
skipNextLap,
samples,
}
}
return next
}
export interface DegModel {
/** Least-squares slope of lap time vs lap number, in seconds per lap. */
slope: number
trend: DegTrend
/** Clean (outlier-filtered) samples the fit ran over, in lap order. */
samples: StintSample[]
}
/** Drop laps more than OUTLIER_DELTA_SECONDS off the stint median. */
export function cleanStintSamples(
samples: ReadonlyArray<StintSample>,
maxDelta = OUTLIER_DELTA_SECONDS,
): StintSample[] {
if (samples.length === 0) return []
const sorted = samples.map((sample) => sample.seconds).sort((a, b) => a - b)
const mid = Math.floor(sorted.length / 2)
const median = sorted.length % 2 === 1 ? sorted[mid] : (sorted[mid - 1] + sorted[mid]) / 2
return samples.filter((sample) => Math.abs(sample.seconds - median) <= maxDelta)
}
/**
* Fit a linear degradation model over the stint's clean laps.
* Returns null with fewer than MIN_CLEAN_LAPS clean samples — the caller
* should show a "warming up" placeholder rather than a junk slope.
*/
export function degradationModel(samples: ReadonlyArray<StintSample>): DegModel | null {
const clean = cleanStintSamples(samples)
if (clean.length < MIN_CLEAN_LAPS) return null
const n = clean.length
const meanLap = clean.reduce((sum, s) => sum + s.lap, 0) / n
const meanSec = clean.reduce((sum, s) => sum + s.seconds, 0) / n
let numerator = 0
let denominator = 0
for (const sample of clean) {
numerator += (sample.lap - meanLap) * (sample.seconds - meanSec)
denominator += (sample.lap - meanLap) ** 2
}
if (denominator === 0) return null
const slope = numerator / denominator
const trend: DegTrend =
slope <= -DEG_SLOPE_THRESHOLD ? 'improving' : slope >= DEG_SLOPE_THRESHOLD ? 'degrading' : 'stable'
return { slope, trend, samples: clean }
}
/** "+0.08s/lap" / "-0.12s/lap" display form. */
export function formatSlope(slope: number): string {
const sign = slope >= 0 ? '+' : ''
return `${sign}${Math.abs(slope).toFixed(2)}s/lap`
}
export interface PitRejoinEstimate {
rejoinPosition: number
/** Cars behind that would get past during the stop. */
positionsLost: number
/** Driver code directly ahead after rejoining, if any. */
aheadCode: string | null
/** Driver code directly behind after rejoining, if any. */
behindCode: string | null
}
/**
* Estimate where a driver rejoins after a pit stop costing `pitLoss` seconds.
*
* Walks the cars behind the driver, accumulating their Interval (gap to car
* ahead) values: every car whose cumulative gap to the driver is under the
* pit loss gets past. An unparsable interval (lapped marker like "1L") ends
* the walk — those cars are at least a lap down and stay behind. Cars in the
* pits or retired are excluded from the ladder.
*/
export function estimatePitRejoin(
rows: ReadonlyArray<LiveTimingRow>,
racingNumber: string,
pitLoss = PIT_LOSS_SECONDS,
): PitRejoinEstimate | null {
const ladder = rows
.filter((row) => row.Position > 0 && !row.Driver.Retired && !row.Driver.InPit)
.sort((a, b) => a.Position - b.Position)
const index = ladder.findIndex((row) => row.RacingNumber === racingNumber)
if (index === -1) return null
let cumulative = 0
let positionsLost = 0
for (let i = index + 1; i < ladder.length; i++) {
const gap = parseIntervalSeconds(ladder[i].Driver.Interval)
if (gap === null) break
cumulative += Math.max(0, gap)
if (cumulative >= pitLoss) break
positionsLost += 1
}
const ahead = positionsLost > 0 ? ladder[index + positionsLost] : ladder[index - 1]
const behind = ladder[index + positionsLost + 1]
return {
rejoinPosition: ladder[index].Position + positionsLost,
positionsLost,
aheadCode: ahead ? driverCode(ahead) : null,
behindCode: behind ? driverCode(behind) : null,
}
}