reflector/server/docs/DAILY_REFLECTOR_DATA_MODEL.md

# Daily.co and Reflector Data Model

This document explains the data model relationships between Daily.co's API concepts and Reflector's database schema, clarifying common sources of confusion.

---

## Table of Contents

1. [Core Entities Overview](#core-entities-overview)
2. [Daily.co vs Reflector Terminology](#dailyco-vs-reflector-terminology)
3. [Entity Relationships](#entity-relationships)
4. [Recording Multiplicity](#recording-multiplicity)
5. [Session Identifiers Explained](#session-identifiers-explained)
6. [Time-Based Matching](#time-based-matching)
7. [Multitrack Recording Details](#multitrack-recording-details)
8. [Verified Example](#verified-example)

---

## Core Entities Overview

### Reflector's Four Primary Entities

```
┌─────────────────────────────────────────────────────────────────┐
│ Room (Reflector)                                                │
│ - Persistent meeting template                                   │
│ - User-created configuration                                    │
│ - Example: "team-standup"                                       │
└────────────────────┬────────────────────────────────────────────┘
                     │ 1:N
                     ▼
┌─────────────────────────────────────────────────────────────────┐
│ Meeting (Reflector)                                             │
│ - Single session instance                                       │
│ - Creates NEW Daily.co room with timestamp                      │
│ - Example: "team-standup-20260115120000"                        │
└────────────────────┬────────────────────────────────────────────┘
                     │ 1:N
                     ▼
┌─────────────────────────────────────────────────────────────────┐
│ Recording (Reflector + Daily.co)                                │
│ - One segment of audio/video                                    │
│ - New recording created on stop/restart                         │
│ - track_keys: JSON array of S3 file paths                       │
└────────────────────┬────────────────────────────────────────────┘
                     │ 1:1
                     ▼
┌─────────────────────────────────────────────────────────────────┐
│ Transcript (Reflector)                                          │
│ - Processed audio with transcription                            │
│ - Diarization, summaries, topics                                │
│ - One transcript per recording                                  │
└─────────────────────────────────────────────────────────────────┘
```

---

## Daily.co vs Reflector Terminology

### Room

| Aspect | Daily.co | Reflector |
|--------|----------|-----------|
| **Definition** | Virtual meeting space on Daily.co platform | User-created meeting template/configuration |
| **Lifetime** | Configurable expiration | Persistent until user deletes |
| **Creation** | API call for each meeting | Pre-created by user once |
| **Reuse** | Can host multiple sessions | Generates new Daily.co room per meeting |
| **Name Format** | `room-name` (reusable) | `room-name` (base identifier) |
| **Timestamping** | Not required | Meeting adds timestamp: `{name}-YYYYMMDDHHMMSS` |

**Example:**
```
Reflector Room: "daily-private-igor" (persistent config)
    ↓ starts meeting
Daily.co Room: "daily-private-igor-20260110042117"
```

### Meeting

| Aspect | Daily.co | Reflector |
|--------|----------|-----------|
| **Definition** | Session that starts when first participant joins | Explicit database record of a session |
| **Identifier** | `mtgSessionId` (generated by Daily.co) | `meeting.id` (UUID, generated by Reflector) |
| **Creation** | Implicit (first participant join) | Explicit API call before participants join |
| **Purpose** | Tracks active session state | Links recordings, transcripts, participants |
| **Scope** | Per room instance | Per Reflector room + timestamp |

**Critical Limitation:** Daily.co's recordings API often does NOT return `mtgSessionId`, requiring time-based matching (see [Time-Based Matching](#time-based-matching)).

### Recording

| Aspect | Daily.co | Reflector |
|--------|----------|-----------|
| **Definition** | Audio/video files on S3 | Metadata + processing status |
| **Types** | `cloud` (composed video), `raw-tracks` (multitrack) | Stores references + `track_keys` array |
| **Multiplicity** | One recording object per start/stop cycle | One DB row per Daily.co recording object |
| **Identifier** | Daily.co `recording_id` | Same `recording_id` (stored in DB) |
| **Multitrack** | Array of `.webm` files (one per participant) | `track_keys` JSON array with S3 paths |
| **Linkage** | Via `room_name` + `start_ts` | FK `meeting_id` (set via time-based match) |

**Critical Behavior:** Recording **stops/restarts** create **separate recording objects** with unique IDs.

---

## Entity Relationships

### Database Schema Relationships

```sql
-- Simplified schema showing key relationships

TABLE room (
    id VARCHAR PRIMARY KEY,
    name VARCHAR UNIQUE,
    platform VARCHAR  -- 'whereby' | 'daily'
)

TABLE meeting (
    id VARCHAR PRIMARY KEY,
    room_id VARCHAR REFERENCES room(id) ON DELETE CASCADE,  -- nullable
    room_name VARCHAR,  -- Daily.co room name (timestamped)
    start_date TIMESTAMP,
    platform VARCHAR
)

TABLE recording (
    id VARCHAR PRIMARY KEY,  -- Daily.co recording_id
    meeting_id VARCHAR,      -- FK to meeting (set via time-based match)
    bucket_name VARCHAR,
    object_key VARCHAR,      -- S3 prefix
    track_keys JSON,         -- Array of S3 keys for multitrack
    recorded_at TIMESTAMP
)

TABLE transcript (
    id VARCHAR PRIMARY KEY,
    recording_id VARCHAR,    -- nullable FK
    meeting_id VARCHAR,      -- nullable FK
    room_id VARCHAR,         -- nullable FK
    participants JSON,       -- [{id, speaker, name, user_id}, ...]
    title VARCHAR,
    long_summary VARCHAR,
    webvtt TEXT
)
```

**Relationship Cardinalities:**
```
1 Room → N Meetings
1 Meeting → N Recordings (common: 1-21 recordings per meeting)
1 Recording → 1 Transcript
1 Meeting → N Transcripts (via recordings)
```

---

## Recording Multiplicity

### Why Multiple Recordings Per Meeting?

Daily.co creates a **new recording object** (new ID, new files) whenever recording stops and restarts. This happens due to:

1. **Manual stop/start** - User clicks stop, then start recording again
2. **Network reconnection** - Participant drops, reconnects → triggers restart
3. **Participant rejoin** - Last participant leaves, new one joins → new session

---

## Session Identifiers Explained

### The Hidden Entity: Daily.co Meeting Session

Daily.co has an **implicit ephemeral entity** that sits between Room and Recording:

```
Daily.co Room: "daily-private-igor-20260110042117"
    │
    ├─ Daily.co Meeting Session #1 (mtgSessionId: c04334de...)
    │   └─ Recording #3 (f4a50f94) - 4s, 1 track
    │
    └─ Daily.co Meeting Session #2 (mtgSessionId: 4cdae3c0...)
        ├─ Recording #2 (b0fa94da) - 80s, 2 tracks  ← recording stopped
        └─ Recording #1 (05edf519) - 62s, 1 track   ← then restarted
```

**Daily.co Meeting Session:**
- **Lifecycle:** Starts when first participant joins, ends when last participant leaves
- **Identifier:** `mtgSessionId` (generated by Daily.co)
- **Persistence:** Ephemeral - new ID if everyone leaves and someone rejoins
- **Relationship:** 1 Session → N Recordings (if recording stops/restarts during session)

**Key Insight:** Multiple recordings can share the same `mtgSessionId` if recording was stopped and restarted while participants remained connected.

### mtgSessionId (Meeting Session Identifier)

`mtgSessionId` identifies a **Daily.co meeting session** (not individual participants, not a room).

### session_id (Per-Participant)

**Different concept:** Per-participant connection identifier from webhooks.

**Reflector Tracking:** `daily_participant_session` table
```sql
TABLE daily_participant_session (
    id VARCHAR PRIMARY KEY,        -- {meeting_id}:{user_id}:{joined_at_ms}
    meeting_id VARCHAR,
    session_id VARCHAR,            -- From webhook (per-participant)
    user_id VARCHAR,
    user_name VARCHAR,
    joined_at TIMESTAMP,
    left_at TIMESTAMP
)
```
---

## Time-Based Matching

### Problem Statement

Daily.co's recordings API does not reliably return `mtgSessionId`, making it impossible to directly link recordings to meetings via Daily.co's identifiers.

**Example API response:**
```json
{
  "id": "recording-uuid",
  "room_name": "daily-private-igor-20260110042117",
  "start_ts": 1768018896,
  "mtgSessionId": null  ← Missing!
}
```

### Solution: Time-Based Matching

**Implementation:** `reflector/db/meetings.py:get_by_room_name_and_time()`


---

## Multitrack Recording Details

### track_keys JSON Array

**Schema:** `recording.track_keys` (JSON, nullable)
```sql
-- Example recording with 2 audio tracks
{
  "id": "b0fa94da-73b5-4f95-9239-5216a682a505",
  "track_keys": [
    "igormonadical/daily-private-igor-20260110042117/1768018896877-890c0eae-e186-4534-a7bd-7c794b7d6d7f-cam-audio-1768018914565",
    "igormonadical/daily-private-igor-20260110042117/1768018896877-9660e8e9-4297-4f17-951d-0b2bf2401803-cam-audio-1768018899286"
  ]
}
```

**Semantics:**
- `track_keys = null` → Not multitrack (cloud recording)
- `track_keys = []` → Multitrack recording with no audio captured (silence/muted)
- `track_keys = [...]` → Multitrack with N audio tracks

**Property:** `recording.is_multitrack` (Python)
```python
@property
def is_multitrack(self) -> bool:
    return self.track_keys is not None and len(self.track_keys) > 0
```

### Track Filename Format

Daily.co multitrack filenames encode timing and participant information:

**Format:** `{recording_start_ts}-{participant_id}-cam-audio-{track_start_ts}`

**Example:** `1768018896877-890c0eae-e186-4534-a7bd-7c794b7d6d7f-cam-audio-1768018914565`

**Parsed Components:**
```python
# reflector/utils/daily.py:25-60
class DailyRecordingFilename(NamedTuple):
    recording_start_ts: int  # 1768018896877 (milliseconds)
    participant_id: str      # 890c0eae-e186-4534-a7bd-7c794b7d6d7f
    track_start_ts: int      # 1768018914565 (milliseconds)
```

**Note:** Browser downloads from S3 add `.webm` extension due to MIME headers, but S3 object keys have no extension.

### Video Track Filtering

Daily.co API returns both audio and video tracks, but Reflector only processes audio.

**Filtering Logic:** `reflector/worker/process.py:660`
```python
track_keys = [t.s3Key for t in recording.tracks if t.type == "audio"]
```

**Example API Response:**
```json
{
  "tracks": [
    {"type": "audio", "s3Key": "...cam-audio-1768018914565"},
    {"type": "audio", "s3Key": "...cam-audio-1768018899286"},
    {"type": "video", "s3Key": "...cam-video-1768018897095"}  ← Filtered out
  ]
}
```

**Result:** Only 2 audio tracks stored in `recording.track_keys`, video track discarded.

**Rationale:** Reflector is audio transcription system; video not needed for processing.

### Track-to-Participant Mapping

**Flow:**
1. Daily.co webhook/polling provides `track_keys` array
2. Each track filename contains `participant_id`
3. Reflector queries Daily.co API: `GET /meetings/{mtgSessionId}/participants`
4. Maps `participant_id` → `user_name`
5. Stores in `transcript.participants` JSON:
```json
[
  {
    "id": "890c0eae-e186-4534-a7bd-7c794b7d6d7f",
    "speaker": 0,
    "name": "test2",
    "user_id": "907f2cc1-eaab-435f-8ee2-09185f416b22"
  },
  {
    "id": "9660e8e9-4297-4f17-951d-0b2bf2401803",
    "speaker": 1,
    "name": "test",
    "user_id": "907f2cc1-eaab-435f-8ee2-09185f416b22"
  }
]
```

**Diarization:** Multitrack recordings don't need speaker diarization AI — speaker identity comes from separate audio tracks.

---

## Example

### Meeting: daily-private-igor-20260110042117

**Context:** User conducted test recording with start/stop cycles, producing 3 recordings.

#### Database State

```sql
-- Meeting
id: 034804b8-cee2-4fb4-94d7-122f6f068a61
room_name: daily-private-igor-20260110042117
start_date: 2026-01-10 04:21:17+00
```

#### Daily.co API Response

```json
[
  {
    "id": "f4a50f94-053c-4f9d-bda6-78ad051fbc36",
    "room_name": "daily-private-igor-20260110042117",
    "start_ts": 1768018885,
    "duration": 4,
    "status": "finished",
    "mtgSessionId": "c04334de-42a0-4c2a-96be-a49b068dca85",
    "tracks": [
      {"type": "audio", "s3Key": "...62e8f3ae...cam-audio-1768018885417"}
    ]
  },
  {
    "id": "b0fa94da-73b5-4f95-9239-5216a682a505",
    "room_name": "daily-private-igor-20260110042117",
    "start_ts": 1768018896,
    "duration": 80,
    "status": "finished",
    "mtgSessionId": "4cdae3c0-86cb-4578-8a6d-3a228bb48345",
    "tracks": [
      {"type": "audio", "s3Key": "...890c0eae...cam-audio-1768018914565"},
      {"type": "audio", "s3Key": "...9660e8e9...cam-audio-1768018899286"},
      {"type": "video", "s3Key": "...9660e8e9...cam-video-1768018897095"}
    ]
  },
  {
    "id": "05edf519-9048-4b49-9a75-73e9826fd950",
    "room_name": "daily-private-igor-20260110042117",
    "start_ts": 1768018914,
    "duration": 62,
    "status": "finished",
    "mtgSessionId": "4cdae3c0-86cb-4578-8a6d-3a228bb48345",
    "tracks": [
      {"type": "audio", "s3Key": "...890c0eae...cam-audio-1768018914948"}
    ]
  }
]
```

**Key Observations:**
- 3 recording objects returned by Daily.co
- 2 different `mtgSessionId` values (2 different meeting instances)
- Recording #2 has 3 tracks (2 audio + 1 video)
- Timestamps: 1768018885 → 1768018896 (+11s) → 1768018914 (+18s)

#### Reflector Database

**Recordings:**
```
┌──────────────────────────────────────┬──────────────┬────────────┬──────────────────────────────────────┐
│ id                                   │ track_count  │ duration   │ mtgSessionId                         │
├──────────────────────────────────────┼──────────────┼────────────┼──────────────────────────────────────┤
│ f4a50f94-053c-4f9d-bda6-78ad051fbc36 │ 1            │ 4s         │ c04334de-42a0-4c2a-96be-a49b068dca85 │
│ b0fa94da-73b5-4f95-9239-5216a682a505 │ 2 (video=0)  │ 80s        │ 4cdae3c0-86cb-4578-8a6d-3a228bb48345 │
│ 05edf519-9048-4b49-9a75-73e9826fd950 │ 1            │ 62s        │ 4cdae3c0-86cb-4578-8a6d-3a228bb48345 │
└──────────────────────────────────────┴──────────────┴────────────┴──────────────────────────────────────┘
```
**Note:** Recording #2 has 2 audio tracks (video filtered out), not 3.

**Transcripts:**
```
┌──────────────────────────────────────┬──────────────────────────────────────┬──────────────┬──────────────────────────────────────────────┐
│ id                                   │ recording_id                         │ participants │ title                                        │
├──────────────────────────────────────┼──────────────────────────────────────┼──────────────┼──────────────────────────────────────────────┤
│ 17149b1f-546c-4837-80a0-f8140bd16592 │ f4a50f94-053c-4f9d-bda6-78ad051fbc36 │ 1 (test)     │ (empty - no speech)                          │
│ 49801332-3222-4c11-bdb2-375479fc87f2 │ b0fa94da-73b5-4f95-9239-5216a682a505 │ 2 (test,     │ "Examination and Validation Procedures       │
│                                      │                                      │   test2)     │  Review"                                     │
│ e5271e12-20fb-42d2-b5a8-21438abadef9 │ 05edf519-9048-4b49-9a75-73e9826fd950 │ 1 (test2)    │ "Technical Sound Check Procedure Review"     │
└──────────────────────────────────────┴──────────────────────────────────────┴──────────────┴──────────────────────────────────────────────┘
```

**Transcript Content:**

*Transcript #1* (17149b1f): Empty WebVTT (no audio captured)

*Transcript #2* (49801332):
```webvtt
WEBVTT

00:00:03.109 --> 00:00:05.589
<v Speaker1>Test, test, test. Test, test, test, test, test.

00:00:19.829 --> 00:00:22.710
<v Speaker0>Test test test test test test test test test test test.
```
**AI-Generated Summary:**
> "The meeting focused on the critical importance of rigorous testing for ensuring reliability and quality, with test and test2 emphasizing the need for a structured testing framework and meticulous documentation..."

*Transcript #3* (e5271e12):
```webvtt
WEBVTT

00:00:02.029 --> 00:00:04.910
<v Speaker0>Test, test, test, test, test, test, test, test, test, test, test.
```

#### Validation: track_keys → participants

**Recording #2 (b0fa94da) tracks:**
```json
[
  ".../890c0eae-e186-4534-a7bd-7c794b7d6d7f-cam-audio-...",
  ".../9660e8e9-4297-4f17-951d-0b2bf2401803-cam-audio-..."
]
```

**Transcript #2 (49801332) participants:**
```json
[
  {"id": "890c0eae-e186-4534-a7bd-7c794b7d6d7f", "speaker": 0, "name": "test2"},
  {"id": "9660e8e9-4297-4f17-951d-0b2bf2401803", "speaker": 1, "name": "test"}
]
```

### Data Flow

```
Daily.co API: 3 recordings
    ↓
Polling: _poll_raw_tracks_recordings()
    ↓
Worker: process_multitrack_recording.delay() × 3
    ↓
DB: 3 recording rows created
    ↓
Pipeline: Audio processing + transcription × 3
    ↓
DB: 3 transcript rows created (1:1 with recordings)
    ↓
UI: User sees 3 separate transcripts
```

**Result:** ✅ 1:1 Recording → Transcript relationship maintained.


---
**Document Version:** 1.0
**Last Verified:** 2026-01-15
**Data Source:** Production database + Daily.co API inspection