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wz-phone/docs/PRD-adaptive-quality.md
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docs: update all PRDs and PROGRESS to current state (2026-04-13)
Updated 6 PRDs with implementation status:
- PRD-adaptive-quality: P2P quality done, bandwidth probing remains
- PRD-protocol-analyzer: all 5 phases documented
- PRD-relay-concurrency: DashMap + clone-before-send done
- PRD-p2p-direct: P2P adaptive quality update
- PRD-engine-dedup: all phases done
- PROGRESS.md: test count 372+, 3 new change sections

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-13 16:40:56 +04:00

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# PRD: Adaptive Quality Control (Auto Codec)
## Problem
When a user selects "Auto" quality, the system currently just starts at Opus 24k (GOOD) and never changes. There is no runtime adaptation — if the network degrades mid-call, audio breaks up instead of gracefully stepping down to a lower bitrate codec. Conversely, if the network is excellent, the user stays on 24k when they could have studio-quality 64k.
The relay already sends `QualityReport` messages with loss % and RTT, and a `QualityAdapter` exists in `call.rs` that classifies network conditions into GOOD/DEGRADED/CATASTROPHIC — but none of this is wired into the Android or desktop engines.
## Solution
Wire the existing `QualityAdapter` into both engines so that "Auto" mode continuously monitors network quality and switches codecs mid-call. The full quality range should be used:
```
Excellent network → Studio 64k (best quality)
Good network → Opus 24k (default)
Degraded network → Opus 6k (lower bitrate, more FEC)
Poor network → Codec2 3.2k (vocoder, heavy FEC)
Catastrophic → Codec2 1.2k (minimum viable voice)
```
## Architecture
```
┌─────────────────────┐
Relay ──────────► │ QualityReport │ loss %, RTT, jitter
│ (every ~1s) │
└────────┬────────────┘
┌─────────────────────┐
│ QualityAdapter │ classify + hysteresis
│ (3-report window) │
└────────┬────────────┘
│ recommend new profile
┌──────────────┴──────────────┐
│ │
▼ ▼
┌────────────────┐ ┌────────────────┐
│ Encoder │ │ Decoder │
│ set_profile() │ │ (auto-switch │
│ + FEC update │ │ already works)│
└────────────────┘ └────────────────┘
```
## Existing Infrastructure
### What already exists (in `crates/wzp-client/src/call.rs`)
1. **`QualityAdapter`** (lines 97-196):
- Sliding window of `QualityReport` messages
- `classify()`: loss > 15% or RTT > 200ms → CATASTROPHIC, loss > 5% or RTT > 100ms → DEGRADED, else → GOOD
- `should_switch()`: hysteresis — requires 3 consecutive reports recommending the same profile before switching
- Prevents oscillation between profiles
2. **`QualityReport`** (in `wzp-proto/src/packet.rs`):
- Sent by relay piggy-backed on media packets
- Fields: `loss_pct` (u8, 0-255 scaled), `rtt_4ms` (u8, RTT in 4ms units), `jitter_ms`, `bitrate_cap_kbps`
3. **`CallEncoder::set_profile()`** / **`CallDecoder` auto-switch**:
- Encoder can switch codec mid-stream
- Decoder already auto-detects incoming codec from packet headers
### What's been implemented since PRD was written
1. **QualityReport ingestion**~~neither Android engine nor desktop engine reads quality reports from the relay~~ **Done**: both Android (`crates/wzp-android/src/engine.rs`) and desktop (`desktop/src-tauri/src/engine.rs`) recv tasks ingest quality reports and feed `AdaptiveQualityController`
2. **Profile switch loop**~~no periodic check~~ **Done**: `pending_profile` AtomicU8 bridges recv→send task in both engines; send task applies profile switch at frame boundary
3. **Notification to UI**~~when quality changes, the UI should show the current active codec~~ **Done**: `tx_codec`/`rx_codec` in desktop `EngineStatus`; `currentCodec`/`peerCodec` in Android `CallStats`
### What's still missing
1. **Upward adaptation**`QualityAdapter` only classifies into 3 tiers (GOOD/DEGRADED/CATASTROPHIC). Needs extension to recommend studio tiers when conditions are excellent (loss < 1%, RTT < 50ms). See Phase 2 below.
2. **Relay QualityDirective handling** — relay broadcasts coordinated quality directives but neither engine processes them (signals are silently discarded). See PRD-coordinated-codec.md for details.
## Requirements
### Phase 1: Basic Adaptive (3-tier)
**Both Android and Desktop:**
1. **Ingest QualityReports**: In the recv loop, extract `quality_report` from incoming `MediaPacket`s when present. Feed to `QualityAdapter`.
2. **Periodic quality check**: Every 1 second (or on each QualityReport), call `adapter.should_switch(&current_profile)`. If it returns `Some(new_profile)`:
- Switch the encoder: `encoder.set_profile(new_profile)`
- Update FEC encoder: `fec_enc = create_encoder(&new_profile)`
- Update frame size if changed (e.g., 20ms → 40ms)
- Log the switch
3. **Frame size adaptation on switch**: When switching from 20ms to 40ms frames (or vice versa):
- Android: update `frame_samples` variable, resize `capture_buf`
- Desktop: same — the send loop reads `frame_samples` dynamically
4. **UI indicator**: Show current active codec in the call screen stats line.
- Android: add to `CallStats` and display in stats text
- Desktop: add to `get_status` response and display in stats div
5. **Only in Auto mode**: Adaptive switching should only happen when the user selected "Auto". If they manually selected a profile, respect their choice.
### Phase 2: Extended Range (5-tier)
Extend `QualityAdapter::classify()` to use the full codec range:
| Condition | Profile | Codec |
|-----------|---------|-------|
| loss < 1% AND RTT < 30ms | STUDIO_64K | Opus 64k |
| loss < 1% AND RTT < 50ms | STUDIO_48K | Opus 48k |
| loss < 2% AND RTT < 80ms | STUDIO_32K | Opus 32k |
| loss < 5% AND RTT < 100ms | GOOD | Opus 24k |
| loss < 15% AND RTT < 200ms | DEGRADED | Opus 6k |
| loss >= 15% OR RTT >= 200ms | CATASTROPHIC | Codec2 1.2k |
With hysteresis:
- **Downgrade**: 3 consecutive reports (fast reaction to degradation)
- **Upgrade**: 5 consecutive reports (slow, cautious improvement)
- **Studio upgrade**: 10 consecutive reports (very conservative — avoid bouncing to 64k on brief good patches)
### Phase 3: Bandwidth Probing
Rather than relying solely on loss/RTT:
1. Start at GOOD
2. After 10 seconds of stable call, probe upward by switching to STUDIO_32K
3. If no quality degradation after 5 seconds, probe to STUDIO_48K
4. If degradation detected, immediately fall back
5. This discovers the true available bandwidth rather than guessing from loss stats
## Implementation Plan
### Android (`crates/wzp-android/src/engine.rs`)
```rust
// In the recv loop, after decoding:
if let Some(ref qr) = pkt.quality_report {
quality_adapter.ingest(qr);
}
// Periodic check (every 50 frames ≈ 1 second):
if auto_profile && frames_decoded % 50 == 0 {
if let Some(new_profile) = quality_adapter.should_switch(&current_profile) {
info!(from = ?current_profile.codec, to = ?new_profile.codec, "auto: switching quality");
let _ = encoder_ref.lock().set_profile(new_profile);
fec_enc_ref.lock() = create_encoder(&new_profile);
current_profile = new_profile;
frame_samples = frame_samples_for(&new_profile);
// Resize capture buffer if needed
}
}
```
**Challenge**: The encoder is in the send task and the quality reports arrive in the recv task. Need shared state (AtomicU8 for profile index, or a channel).
**Recommended approach**: Use an `AtomicU8` that the recv task writes and the send task reads:
```rust
let pending_profile = Arc::new(AtomicU8::new(0xFF)); // 0xFF = no change
// Recv task: when adapter recommends switch
pending_profile.store(new_profile_index, Ordering::Release);
// Send task: check at frame boundary
let p = pending_profile.swap(0xFF, Ordering::Acquire);
if p != 0xFF { /* apply switch */ }
```
### Desktop (`desktop/src-tauri/src/engine.rs`)
Same pattern. The desktop engine already has separate send/recv tasks with shared atomics for mic_muted, etc. Add a `pending_profile: Arc<AtomicU8>` following the same pattern.
### Desktop CLI (`crates/wzp-client/src/call.rs`)
The `CallEncoder` already has `set_profile()`. The `CallDecoder` already auto-switches. Just need to:
1. Add `QualityAdapter` to `CallDecoder`
2. Feed quality reports in `ingest()`
3. Check `should_switch()` in `decode_next()`
4. Emit the recommendation via a callback or return value
## Testing
1. **Local test with tc/netem**: Use Linux traffic control to simulate loss/latency:
```bash
# Simulate 10% loss, 150ms RTT
tc qdisc add dev lo root netem loss 10% delay 75ms
# Run 2 clients in auto mode, verify they switch to DEGRADED
```
2. **CLI test**: Run `wzp-client --profile auto` between two instances with simulated network conditions
3. **Relay quality reports**: Verify the relay actually sends QualityReport messages. If it doesn't yet, that needs to be implemented first (check relay code).
## Open Questions
1. **Does the relay currently send QualityReports?** If not, Phase 1 is blocked until the relay implements per-client loss/RTT tracking and report generation. The relay sees all packets and can compute loss % per sender.
2. **Codec2 3.2k placement**: Should auto mode use Codec2 3.2k between DEGRADED and CATASTROPHIC? It's 20ms frames (lower latency than Opus 6k's 40ms) but speech-only quality.
3. **Cross-client adaptation**: If client A is on GOOD and client B auto-adapts to CATASTROPHIC, client A still sends Opus 24k. Client B can decode it fine (auto-switch on recv). But should A also be told to lower quality to save B's bandwidth? This requires signaling between clients.
## Milestones
| Phase | Scope | Effort | Status |
|-------|-------|--------|--------|
| 0 | Verify relay sends QualityReports | 0.5 day | Done |
| 1a | Wire QualityAdapter in Android engine | 1 day | Done |
| 1b | Wire QualityAdapter in desktop engine | 1 day | Done |
| 1c | UI indicator (current codec) | 0.5 day | Done |
| 2 | Extended 5-tier classification (Studio64k→Catastrophic) | 0.5 day | Done (2026-04-13) |
| 3 | Bandwidth probing | 2 days | Pending (task #10) |
## Implementation Status Update (2026-04-13)
All phases implemented:
- Phase 1: QualityAdapter with 3-tier classification — DONE
- Phase 2: Extended 5-tier (Studio 64k/48k/32k + GOOD + DEGRADED + CATASTROPHIC) — DONE
- Phase 3: Bandwidth probing — NOT DONE (see remaining tasks)
- P2P adaptive quality: QualityReport::from_path_stats() + self-observation from quinn stats — DONE
- Both relay and P2P calls now have full adaptive quality switching