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aris/packages/aris-feed-enhancers/src/time-of-day-enhancer.ts

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import type { Context, FeedEnhancement, FeedItem, FeedPostProcessor } from "@aris/core"
import { TimeRelevance } from "@aris/core"
import type { CalDavEventData } from "@aris/source-caldav"
import type { CalendarEventData } from "@aris/source-google-calendar"
import type { CurrentWeatherData } from "@aris/source-weatherkit"
import { CalDavFeedItemType } from "@aris/source-caldav"
import { CalendarFeedItemType } from "@aris/source-google-calendar"
import { TflFeedItemType } from "@aris/source-tfl"
import { WeatherFeedItemType } from "@aris/source-weatherkit"
export const TimePeriod = {
Morning: "morning",
Afternoon: "afternoon",
Evening: "evening",
Night: "night",
} as const
export type TimePeriod = (typeof TimePeriod)[keyof typeof TimePeriod]
export const DayType = {
Weekday: "weekday",
Weekend: "weekend",
} as const
export type DayType = (typeof DayType)[keyof typeof DayType]
const PRE_MEETING_WINDOW_MS = 30 * 60 * 1000
const TRANSITION_WINDOW_MS = 30 * 60 * 1000
const PERIOD_BOUNDARIES = [
{ hour: 6, period: TimePeriod.Morning },
{ hour: 12, period: TimePeriod.Afternoon },
{ hour: 17, period: TimePeriod.Evening },
{ hour: 22, period: TimePeriod.Night },
] as const
/** All calendar event types across sources */
const CALENDAR_EVENT_TYPES: ReadonlySet<string> = new Set([
CalendarFeedItemType.Event,
CalDavFeedItemType.Event,
])
/**
* Creates a post-processor that reranks feed items based on time of day.
*
* Prioritizes items that matter right now and pushes down items that don't:
*
* - Morning: weather and first meeting rise, hourly forecasts sink.
* Weekends flip weather stays up but work calendar and commute alerts drop.
* - Afternoon: imminent meetings rise. Stale weather sinks.
* - Evening: work calendar is suppressed, tomorrow's forecast and personal
* events rise. Weekends suppress work more aggressively.
* - Night: almost everything sinks except high-urgency alerts.
* - Pre-meeting (30 min before any event): that meeting dominates, low-urgency
* noise is suppressed, commute/weather context rises if the meeting has a location.
* - Wind-down (weekday 2022h): work items progressively sink as night approaches.
* - Transition lookahead (30 min before a period boundary): items relevant to
* the next period get a head start.
* - Weather-time correlation: precipitation boosts morning weather, evening
* events with locations boost current weather, alerts always stay high.
*/
export interface TimeOfDayEnhancerOptions {
/** Override clock for testing. Defaults to reading context.time. */
clock?: () => Date
}
export function createTimeOfDayEnhancer(options?: TimeOfDayEnhancerOptions): FeedPostProcessor {
const clock = options?.clock
function timeOfDayEnhancer(items: FeedItem[], context: Context): Promise<FeedEnhancement> {
if (items.length === 0) return Promise.resolve({})
const now = clock ? clock() : context.time
const period = getTimePeriod(now)
const dayType = getDayType(now)
const boost: Record<string, number> = {}
const suppress: string[] = []
// 1. Apply period-based rules
const firstEventId = findFirstEventOfDay(items, now)
switch (period) {
case TimePeriod.Morning:
if (dayType === DayType.Weekday) {
applyMorningWeekday(items, boost, firstEventId)
} else {
applyMorningWeekend(items, boost)
}
break
case TimePeriod.Afternoon:
if (dayType === DayType.Weekday) {
applyAfternoonWeekday(items, boost)
} else {
applyAfternoonWeekend(items, boost)
}
break
case TimePeriod.Evening:
if (dayType === DayType.Weekday) {
applyEveningWeekday(items, boost, suppress)
} else {
applyEveningWeekend(items, boost, suppress)
}
break
case TimePeriod.Night:
applyNight(items, boost, suppress)
break
}
// 2. Pre-meeting overrides (can override period rules)
const preMeeting = detectPreMeetingItems(items, now)
applyPreMeetingOverrides(items, preMeeting, boost, suppress)
// 3. Wind-down gradient
applyWindDown(items, now, dayType, boost)
// 4. Transition lookahead
applyTransitionLookahead(items, now, period, dayType, boost)
// 5. Weather-time correlation
const eveningLocation = hasEveningCalendarEventWithLocation(items, now)
applyWeatherTimeCorrelation(items, period, dayType, eveningLocation, boost)
// Clamp boost values to [-1, 1] — additive layers can exceed the range
for (const id in boost) {
boost[id] = Math.max(-1, Math.min(1, boost[id]!))
}
const result: FeedEnhancement = {}
if (Object.keys(boost).length > 0) {
result.boost = boost
}
const uniqueSuppress = [...new Set(suppress)]
if (uniqueSuppress.length > 0) {
result.suppress = uniqueSuppress
}
return Promise.resolve(result)
}
return timeOfDayEnhancer
}
export function getTimePeriod(date: Date): TimePeriod {
const hour = date.getHours()
if (hour >= 22 || hour < 6) return TimePeriod.Night
if (hour >= 17) return TimePeriod.Evening
if (hour >= 12) return TimePeriod.Afternoon
return TimePeriod.Morning
}
export function getDayType(date: Date): DayType {
const day = date.getDay()
return day === 0 || day === 6 ? DayType.Weekend : DayType.Weekday
}
/**
* Returns the next period boundary as { hour, period } and the ms until it.
*/
function getNextPeriodBoundary(date: Date): { period: TimePeriod; msUntil: number } {
const hour = date.getHours()
const minuteMs = date.getMinutes() * 60_000 + date.getSeconds() * 1000 + date.getMilliseconds()
for (const boundary of PERIOD_BOUNDARIES) {
if (hour < boundary.hour) {
const msUntil = (boundary.hour - hour) * 3_600_000 - minuteMs
return { period: boundary.period, msUntil }
}
}
// Past 22:00 — next boundary is morning at 06:00
const hoursUntil6 = (24 - hour + 6) * 3_600_000 - minuteMs
return { period: TimePeriod.Morning, msUntil: hoursUntil6 }
}
/**
* Extract start time from calendar event data.
* Google Calendar uses `startTime`, CalDAV uses `startDate`.
*/
function getEventStartTime(data: CalendarEventData | CalDavEventData): Date {
return "startTime" in data ? (data as CalendarEventData).startTime : (data as CalDavEventData).startDate
}
/**
* Check if a current weather item indicates precipitation or extreme conditions.
* Only meaningful for weather-current items.
*/
function hasPrecipitationOrExtreme(item: FeedItem): boolean {
const data = item.data as CurrentWeatherData
if (data.precipitationIntensity > 0) return true
if (data.temperature < 0 || data.temperature > 35) return true
return false
}
interface PreMeetingInfo {
/** IDs of calendar items starting within the pre-meeting window */
upcomingMeetingIds: Set<string>
/** Whether any upcoming meeting has a location */
hasLocationMeeting: boolean
}
function detectPreMeetingItems(items: FeedItem[], now: Date): PreMeetingInfo {
const nowMs = now.getTime()
const upcomingMeetingIds = new Set<string>()
let hasLocationMeeting = false
for (const item of items) {
if (!CALENDAR_EVENT_TYPES.has(item.type)) continue
const data = item.data as CalendarEventData | CalDavEventData
const msUntil = getEventStartTime(data).getTime() - nowMs
if (msUntil > 0 && msUntil <= PRE_MEETING_WINDOW_MS) {
upcomingMeetingIds.add(item.id)
if (data.location) {
hasLocationMeeting = true
}
}
}
return { upcomingMeetingIds, hasLocationMeeting }
}
function findFirstEventOfDay(items: FeedItem[], now: Date): string | null {
let earliest: { id: string; time: number } | null = null
for (const item of items) {
if (!CALENDAR_EVENT_TYPES.has(item.type)) continue
const data = item.data as CalendarEventData | CalDavEventData
const startTime = getEventStartTime(data)
const startMs = startTime.getTime()
// Must be today and in the future
const sameDay =
startTime.getFullYear() === now.getFullYear() &&
startTime.getMonth() === now.getMonth() &&
startTime.getDate() === now.getDate()
if (!sameDay) continue
if (startMs <= now.getTime()) continue
if (!earliest || startMs < earliest.time) {
earliest = { id: item.id, time: startMs }
}
}
return earliest?.id ?? null
}
function applyMorningWeekday(
items: FeedItem[],
boost: Record<string, number>,
firstEventId: string | null,
): void {
for (const item of items) {
switch (item.type) {
case WeatherFeedItemType.Current:
boost[item.id] = (boost[item.id] ?? 0) + 0.7
break
case WeatherFeedItemType.Alert:
boost[item.id] = (boost[item.id] ?? 0) + 0.8
break
case WeatherFeedItemType.Hourly:
case WeatherFeedItemType.Daily:
boost[item.id] = (boost[item.id] ?? 0) - 0.3
break
case TflFeedItemType.Alert:
boost[item.id] = (boost[item.id] ?? 0) + 0.6
break
}
}
if (firstEventId) {
boost[firstEventId] = (boost[firstEventId] ?? 0) + 0.6
}
}
function applyMorningWeekend(items: FeedItem[], boost: Record<string, number>): void {
for (const item of items) {
switch (item.type) {
case WeatherFeedItemType.Current:
boost[item.id] = (boost[item.id] ?? 0) + 0.5
break
case WeatherFeedItemType.Daily:
boost[item.id] = (boost[item.id] ?? 0) + 0.4
break
case CalendarFeedItemType.Event:
case CalDavFeedItemType.Event:
boost[item.id] = (boost[item.id] ?? 0) - 0.4
break
case TflFeedItemType.Alert:
boost[item.id] = (boost[item.id] ?? 0) - 0.3
break
}
}
}
function applyAfternoonWeekday(items: FeedItem[], boost: Record<string, number>): void {
for (const item of items) {
switch (item.type) {
case CalendarFeedItemType.Event:
case CalDavFeedItemType.Event:
if (item.signals?.timeRelevance === TimeRelevance.Imminent) {
boost[item.id] = (boost[item.id] ?? 0) + 0.5
}
break
case WeatherFeedItemType.Current:
case WeatherFeedItemType.Hourly:
boost[item.id] = (boost[item.id] ?? 0) - 0.2
break
}
}
}
function applyAfternoonWeekend(items: FeedItem[], boost: Record<string, number>): void {
for (const item of items) {
switch (item.type) {
case WeatherFeedItemType.Current:
boost[item.id] = (boost[item.id] ?? 0) + 0.3
break
case CalendarFeedItemType.Event:
case CalDavFeedItemType.Event:
boost[item.id] = (boost[item.id] ?? 0) - 0.5
break
case TflFeedItemType.Alert:
boost[item.id] = (boost[item.id] ?? 0) - 0.2
break
}
}
}
function applyEveningWeekday(
items: FeedItem[],
boost: Record<string, number>,
suppress: string[],
): void {
for (const item of items) {
switch (item.type) {
case CalendarFeedItemType.Event:
case CalDavFeedItemType.Event:
if (item.signals?.timeRelevance === TimeRelevance.Ambient) {
suppress.push(item.id)
}
break
case TflFeedItemType.Alert:
boost[item.id] = (boost[item.id] ?? 0) - 0.4
break
case WeatherFeedItemType.Daily:
boost[item.id] = (boost[item.id] ?? 0) + 0.3
break
case CalendarFeedItemType.AllDay:
boost[item.id] = (boost[item.id] ?? 0) + 0.3
break
}
}
}
function applyEveningWeekend(
items: FeedItem[],
boost: Record<string, number>,
suppress: string[],
): void {
for (const item of items) {
switch (item.type) {
case WeatherFeedItemType.Current:
boost[item.id] = (boost[item.id] ?? 0) + 0.3
break
case CalendarFeedItemType.Event:
case CalDavFeedItemType.Event:
if (item.signals?.timeRelevance === TimeRelevance.Ambient) {
suppress.push(item.id)
}
break
case TflFeedItemType.Alert:
boost[item.id] = (boost[item.id] ?? 0) - 0.5
break
}
}
}
function applyNight(items: FeedItem[], boost: Record<string, number>, suppress: string[]): void {
for (const item of items) {
// Suppress all ambient items
if (item.signals?.timeRelevance === TimeRelevance.Ambient) {
suppress.push(item.id)
continue
}
// High-urgency alerts survive unboosted
if (
(item.type === WeatherFeedItemType.Alert || item.type === TflFeedItemType.Alert) &&
(item.signals?.urgency ?? 0) >= 0.8
) {
continue
}
// Demote everything else
switch (item.type) {
case CalendarFeedItemType.Event:
case CalendarFeedItemType.AllDay:
case CalDavFeedItemType.Event:
boost[item.id] = (boost[item.id] ?? 0) - 0.6
break
case WeatherFeedItemType.Current:
case WeatherFeedItemType.Hourly:
boost[item.id] = (boost[item.id] ?? 0) - 0.5
break
}
}
}
function applyPreMeetingOverrides(
items: FeedItem[],
preMeeting: PreMeetingInfo,
boost: Record<string, number>,
suppress: string[],
): void {
if (preMeeting.upcomingMeetingIds.size === 0) return
// Intentional override, not additive — the upcoming meeting should dominate
// regardless of what period rules assigned. Don't reorder this before period rules.
for (const meetingId of preMeeting.upcomingMeetingIds) {
boost[meetingId] = 0.9
}
for (const item of items) {
if (preMeeting.upcomingMeetingIds.has(item.id)) continue
switch (item.type) {
case TflFeedItemType.Alert:
boost[item.id] = (boost[item.id] ?? 0) + 0.5
break
case WeatherFeedItemType.Current:
if (preMeeting.hasLocationMeeting) {
boost[item.id] = (boost[item.id] ?? 0) + 0.4
}
break
}
// Suppress items that explicitly declare low urgency.
// Items without signals are left alone — absence of urgency is not low urgency.
if (item.signals && item.signals.urgency !== undefined && item.signals.urgency < 0.3) {
suppress.push(item.id)
}
}
}
function applyWindDown(
items: FeedItem[],
now: Date,
dayType: DayType,
boost: Record<string, number>,
): void {
if (dayType !== DayType.Weekday) return
const hour = now.getHours()
const minutes = now.getMinutes()
if (hour < 20 || hour >= 22) return
// Gradient: 20:00 → -0.1, 21:00 → -0.2, 21:30+ → -0.3
let additionalDemotion: number
if (hour === 20) {
additionalDemotion = -0.1
} else if (hour === 21 && minutes < 30) {
additionalDemotion = -0.2
} else {
additionalDemotion = -0.3
}
for (const item of items) {
switch (item.type) {
case CalendarFeedItemType.Event:
case CalendarFeedItemType.AllDay:
case CalDavFeedItemType.Event:
case TflFeedItemType.Alert:
boost[item.id] = (boost[item.id] ?? 0) + additionalDemotion
break
}
}
}
function applyTransitionLookahead(
items: FeedItem[],
now: Date,
currentPeriod: TimePeriod,
dayType: DayType,
boost: Record<string, number>,
): void {
const next = getNextPeriodBoundary(now)
if (next.msUntil > TRANSITION_WINDOW_MS) return
// Apply a +0.2 secondary boost to items that would be boosted in the next period
const nextPeriodBoost = getNextPeriodBoostTargets(next.period, dayType)
for (const item of items) {
if (nextPeriodBoost.has(item.type)) {
boost[item.id] = (boost[item.id] ?? 0) + 0.2
}
}
}
/**
* Returns the set of item types that get boosted in a given period+dayType.
*/
function getNextPeriodBoostTargets(period: TimePeriod, dayType: DayType): ReadonlySet<string> {
const targets = new Set<string>()
switch (period) {
case TimePeriod.Morning:
targets.add(WeatherFeedItemType.Current)
if (dayType === DayType.Weekday) {
targets.add(WeatherFeedItemType.Alert)
targets.add(TflFeedItemType.Alert)
} else {
targets.add(WeatherFeedItemType.Daily)
}
break
case TimePeriod.Afternoon:
if (dayType === DayType.Weekend) {
targets.add(WeatherFeedItemType.Current)
}
break
case TimePeriod.Evening:
targets.add(WeatherFeedItemType.Daily)
if (dayType === DayType.Weekend) {
targets.add(WeatherFeedItemType.Current)
}
break
case TimePeriod.Night:
// Night doesn't boost much — transition toward night means demoting,
// which is handled by wind-down. No positive targets here.
break
}
return targets
}
function applyWeatherTimeCorrelation(
items: FeedItem[],
period: TimePeriod,
dayType: DayType,
hasEveningEventWithLocation: boolean,
boost: Record<string, number>,
): void {
for (const item of items) {
switch (item.type) {
case WeatherFeedItemType.Alert: {
const current = boost[item.id] ?? 0
if (current < 0.5) {
boost[item.id] = 0.5
}
break
}
case WeatherFeedItemType.Current:
if (period === TimePeriod.Morning && dayType === DayType.Weekday && hasPrecipitationOrExtreme(item)) {
boost[item.id] = (boost[item.id] ?? 0) + 0.1
}
if (period === TimePeriod.Evening && hasEveningEventWithLocation) {
boost[item.id] = (boost[item.id] ?? 0) + 0.2
}
break
}
}
}
function hasEveningCalendarEventWithLocation(items: FeedItem[], now: Date): boolean {
const todayEvening17 = new Date(now)
todayEvening17.setHours(17, 0, 0, 0)
const todayNight22 = new Date(now)
todayNight22.setHours(22, 0, 0, 0)
for (const item of items) {
if (!CALENDAR_EVENT_TYPES.has(item.type)) continue
const data = item.data as CalendarEventData | CalDavEventData
const startMs = getEventStartTime(data).getTime()
if (startMs >= todayEvening17.getTime() && startMs < todayNight22.getTime()) {
if (data.location) return true
}
}
return false
}