feat(taste): device-class context conditioning — #1551
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Milestone #160 Opt 3b. Adds device class as a third context axis on top
of the #1531 time-of-day/weekday affinity: on the radio path, a candidate
is boosted when its artist concentrates in the current (daypart × weekday
× device) cell. Client-sent (client_id is opaque; no UA stored), so it's
captured going forward and applies to radio only (daily mixes are
cron-built with no device → stay device-agnostic).

Server:
- Migration 0048: play_events.device_class text NULL (no CHECK; normalized
  in Go — one whitelist entry per new client class, not a migration).
- events.go: eventRequest.device_class + normalizeDeviceClass (whitelist →
  mobile/web/…, else "other", empty → NULL); threaded through both
  RecordPlayStartedWithSource and RecordOfflinePlay into InsertPlayEvent.
- ListArtistContextPlayCountsForUser gains a current-device param; the cell
  FILTER adds AND ($2='' OR device_class=$2) — '' reproduces the #1531
  time-only behaviour exactly (used by mixes). SessionVector.DeviceClass
  carries it; the radio handler derives the current device from the user's
  latest play (GetLatestPlayDeviceClassForUser) — request-free proxy.
- No new tuning knob: device narrows the existing ContextAffinityScore
  (reuses context_time_weight).

Clients:
- web: play_started sends device_class 'web'.
- android: play_started + offline replay send 'mobile' (EventsWire +
  PlayOfflinePayload + MutationReplayer + PlayEventsReporter).

Test: LoadContextAffinity device-narrowing integration test (mobile vs web
artist separation; device-agnostic parity).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
This commit is contained in:
2026-07-14 12:47:59 -04:00
parent f0c08e7326
commit 5749f48b4a
20 changed files with 306 additions and 64 deletions
@@ -239,6 +239,9 @@ data class PlayOfflinePayload(
val atIso: String,
val durationPlayedMs: Long,
val source: String? = null,
// #1551: device class for context conditioning; null on payloads queued
// before this field existed (decodes to null → server stores NULL).
val deviceClass: String? = null,
)
/**
@@ -254,6 +254,7 @@ class MutationReplayer @Inject constructor(
at = decoded.atIso,
durationPlayedMs = decoded.durationPlayedMs,
source = decoded.source,
deviceClass = decoded.deviceClass,
),
)
return Outcome.SENT
@@ -27,6 +27,8 @@ data class PlayStartedRequest(
@SerialName("track_id") val trackId: String,
@SerialName("client_id") val clientId: String,
val source: String? = null,
// #1551: device class for context conditioning (server normalizes).
@SerialName("device_class") val deviceClass: String? = null,
)
@Serializable
@@ -56,4 +58,6 @@ data class PlayOfflineRequest(
val at: String,
@SerialName("duration_played_ms") val durationPlayedMs: Long,
val source: String? = null,
// #1551: device class for context conditioning (server normalizes).
@SerialName("device_class") val deviceClass: String? = null,
)
@@ -155,6 +155,7 @@ class PlayEventsReporter @Inject constructor(
trackId = trackId,
clientId = cid,
source = source.takeIf { !it.isNullOrEmpty() },
deviceClass = DEVICE_CLASS,
),
)
if (curTrackId == trackId) {
@@ -248,6 +249,7 @@ class PlayEventsReporter @Inject constructor(
atIso = startedAt.toString(),
durationPlayedMs = durationPlayedMs,
source = source.takeIf { !it.isNullOrEmpty() },
deviceClass = DEVICE_CLASS,
),
)
}
@@ -268,6 +270,12 @@ class PlayEventsReporter @Inject constructor(
// ── Lifecycle: durable-close on app background / detach ────────
companion object {
// #1551: Android is a mobile client. Refine to tablet/tv via device
// configuration later if the metrics trend view shows it matters.
private const val DEVICE_CLASS = "mobile"
}
override fun onStop(owner: LifecycleOwner) {
// App backgrounded. If the tracked play is still PLAYING, leave it
// alone: the foreground media service keeps the process — and this