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tapir/docs/data-model.md
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mathias 4456d25651 docs: add data model (Stage 0 / Stage 1 scope)
Per-user-isolated entities (no global cross-tenant video table per the S5/grill
correction), secrets stored by reference only (ESO/1Password, never the token),
brain delivery modelled as a sink_delivery row rather than brain-specific tables.
fallback_used recorded per summary as the Stage 0 quality signal. Future C dedup
and sharding explicitly out of scope.
2026-06-02 10:32:14 +00:00

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Tapir — Data Model

Current assumptions for the persistence model. Scoped to Stage 0 (single user) and Stage 1 (Future B, 15 trusted users). Future C concerns (sharding, cross-tenant dedup) are explicitly excluded and noted at the end.

Persistence is Postgres (ADR-002), reusing the homelab's instance with a per-tenant role when Stage 1 arrives. Secrets (OAuth tokens, BYO keys) are not stored in these tables — only opaque references to them; the secret material lives in ESO/1Password (ADR-002, ADR-006).

Design decisions baked into this model

  • Per-user isolation, not a shared global video table. The earlier draft proposed a global videos/transcripts table deduped across tenants. Rejected for Future B: it reintroduces exactly the cross-domain coupling the homelab architecture review is removing, and at 15 users the cost of occasionally re-summarizing the same video is trivial compared to the isolation it would cost. Each user's data is self-contained. (Revisit only if Future C makes GPU/transcription cost dominate — a new ADR, not a default.)
  • Secrets by reference only. Tables hold a secret_ref (opaque string/UUID resolved via the SecretStore port), never tokens or keys.
  • The brain sink is just a delivery target. No brain-specific tables. Whether a summary was also delivered to brain is recorded as sink status on the summary.

Entities

erDiagram
    USER ||--o{ VIDEO_CONNECTION : has
    USER ||--o{ AI_CREDENTIAL : has
    VIDEO_CONNECTION ||--o{ SUBSCRIPTION : exposes
    SUBSCRIPTION ||--o{ VIDEO : "produces (per user)"
    VIDEO ||--o| TRANSCRIPT : "has at most one"
    VIDEO ||--o| SUMMARY : "has at most one"
    SUMMARY ||--o{ SINK_DELIVERY : "delivered via"

    USER {
        uuid id PK
        text display_name
        timestamptz created_at
    }
    VIDEO_CONNECTION {
        uuid id PK
        uuid user_id FK
        text provider "youtube | vimeo"
        text provider_account
        text token_secret_ref "-> SecretStore, never the token"
        text status "active | revoked | error"
        timestamptz connected_at
    }
    AI_CREDENTIAL {
        uuid id PK
        uuid user_id FK
        text provider "anthropic | openai | gemini"
        text key_secret_ref "-> SecretStore, never the key"
        text status
        timestamptz created_at
    }
    SUBSCRIPTION {
        uuid id PK
        uuid user_id FK
        uuid connection_id FK
        text channel_id
        text channel_title
        timestamptz websub_expires "nullable; youtube push lease"
        bool active
    }
    VIDEO {
        uuid id PK
        uuid user_id FK
        uuid subscription_id FK
        text provider
        text provider_video_id
        text title
        int duration_s
        timestamptz published_at
        text url
        timestamptz seen_at
    }
    TRANSCRIPT {
        uuid video_id PK_FK
        uuid user_id FK
        text source "captions | none"
        text language
        text content "null when source = none"
        timestamptz resolved_at
    }
    SUMMARY {
        uuid id PK
        uuid user_id FK
        uuid video_id FK
        text summary
        jsonb highlights
        jsonb takeaways
        text ai_provider "local | anthropic | openai | gemini"
        text ai_model
        bool fallback_used
        timestamptz created_at
    }
    SINK_DELIVERY {
        uuid id PK
        uuid summary_id FK
        text sink "store | brain"
        text status "pending | delivered | error"
        text detail "nullable; error message etc"
        timestamptz updated_at
    }

Notes per entity

  • USER — at Stage 0 there is exactly one row. At Stage 1, identity comes via Dex; this table holds the Tapir-side profile keyed to the Dex subject.
  • VIDEO_CONNECTION — a connected YouTube/Vimeo account. token_secret_ref resolves to the OAuth refresh token via SecretStore. Revocation flips status, doesn't delete history.
  • AI_CREDENTIAL — optional, per provider, per user (ADR-004's Fallback). Absent for users who only use the local stack. One row per provider max.
  • SUBSCRIPTION — a watched channel. websub_expires tracks the YouTube push lease so the watcher knows when to re-subscribe; null for poll-based (Vimeo).
  • VIDEO — one row per (user, video) — note user_id, reflecting the per-user-isolation decision. The same video seen by two users is two rows. seen_at is when Tapir detected it.
  • TRANSCRIPT — at most one per video. source = none records "checked, no usable transcript" so the watcher doesn't reprocess (ADR-007). content null in that case.
  • SUMMARY — at most one per video. fallback_used + ai_provider/ai_model make the "is local good enough?" question queryable (the Stage 0 quality signal). highlights/ takeaways as jsonb to stay schema-flexible while the output format settles.
  • SINK_DELIVERY — one row per (summary, sink) attempt. This is where "also sent to brain" lives — no brain tables, just a delivery row with sink = brain. Sinks fail independently; a failed brain delivery doesn't fail the store delivery.

Isolation invariant (Stage 1+)

Every user-owned table carries user_id. At Stage 1, this is enforced at the DB layer via a per-tenant Postgres role + row grants (architecture review SC7), not only in application code. At Stage 0 (single user) the column exists but the enforcement is dormant. The isolation test in VISION Stage 2 asserts user A cannot read user B's rows.

Job / processing state

Execution state (queued / running / retrying) for the watch→resolve→summarize→deliver pipeline is owned by the worker runtime, not modelled as first-class domain tables here. SINK_DELIVERY.status and TRANSCRIPT.source capture the durable, queryable outcomes; a thin jobs table may be added when a "what's processing" view is needed (mirrors the worker queue, doesn't replace it). Deferred until there's a reason.

Explicitly out of scope (Future C)

  • Global cross-tenant video/transcript dedup (rejected above).
  • Sharding / per-tenant physical databases.
  • Soft-delete + full audit trail on connections/credentials (a Stage 2 hardening item; add via ADR when Stage 2 work starts).