Five components that ship as one product:
- behavision/ the recognition engine. RTSP ingest, YuNet detection, IoU
tracking, ArcFace embeddings, a FAISS/SQLite gallery, and a
FastAPI dashboard. Identity is decided once per TRACK from an
average of at least three embeddings, never per frame.
- agent/ the Go edge agent: supervises the engine, holds a durable
spool, and drains it to MQTT. Nothing is acked before the
broker confirms.
- desktop/ the shop PC application (Wails + React + tray).
- server/ the cloud API, MQTT consumer, reports and assistant.
- web/ platform.loyaly.ai, the head-office app, embedded in the
server binary.
The gallery stores 512-float embeddings and timestamps - no images unless
`app.store_faces` is switched on. Those embeddings are biometric personal
data under GDPR and India's DPDP: template inversion reconstructs a
recognisable face from an ArcFace vector, so data/behavision.db is treated
as a biometric database and DELETE /api/visitors/{id} is a real erasure.
CLAUDE.md carries the reasoning behind every non-obvious decision here,
including the ones that were measured and the ones that were wrong first.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01HViLj9gYNRtSr7YVZmW5sn
174 lines
5.9 KiB
Go
174 lines
5.9 KiB
Go
// Package ingest turns broker messages into database rows.
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//
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// The whole tenancy decision happens here, in one place, so it can be read and
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// tested as a unit rather than being spread across handlers.
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package ingest
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import (
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"context"
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"encoding/json"
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"errors"
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"fmt"
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"log"
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"github.com/loyaly/behavision-server/internal/contract"
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)
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// Store is the persistence the consumer needs. An interface so the routing and
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// tenancy rules below can be tested without a database.
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type Store interface {
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// ResolveSite maps an authenticated MQTT username to a tenant. It must
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// NEVER create anything: see the comment in Handle.
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ResolveSite(ctx context.Context, mqttUsername string) (Site, error)
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RecordVisit(ctx context.Context, site Site, v *contract.Visit) (inserted bool, err error)
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RecordHeartbeat(ctx context.Context, site Site, h *contract.Heartbeat) error
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}
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// Site is a resolved tenant.
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type Site struct {
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ClientID string
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SiteID string
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AgentID string
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Slug string
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}
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// ErrUnknownSite means no provisioned site matches the username.
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var ErrUnknownSite = errors.New("unknown site")
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// Consumer applies one message at a time.
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type Consumer struct {
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Store Store
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Log *log.Logger
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// Metrics, read by /healthz. Counting drops matters as much as counting
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// successes: a consumer silently discarding a tenth of its traffic looks
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// identical to a quiet week.
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Accepted uint64
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Duplicate uint64
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Dropped uint64
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// Notify, when set, is rung once per visit that was genuinely new, so live
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// listeners re-query instead of waiting out their fallback tick. It carries
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// a client id and nothing else - the listeners run the same query a polling
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// client would, so there is one definition of what an arrival looks like.
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//
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// It MUST NOT block. This runs on the consumer's own goroutine, and one
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// slow subscriber holding it up would stall ingest for every tenant on the
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// server, turning a cosmetic delay on one shop screen into lost throughput
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// across the estate.
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Notify func(clientID string)
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}
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// Handle processes one broker message.
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//
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// Returning nil means "done with this message, do not redeliver". A permanent
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// failure returns nil too, on purpose: retrying a malformed payload forever
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// would stop every good message behind it, which is exactly the failure the
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// agent's spool quarantine exists to avoid. Only a transient error asks for
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// redelivery.
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func (c *Consumer) Handle(ctx context.Context, topic string, payload []byte) error {
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t, err := contract.ParseTopic(topic)
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if err != nil {
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c.drop("topic %q: %v", topic, err)
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return nil
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}
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// The tenant comes from the topic prefix, which the broker enforces with
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// `pattern write bv/%u/...` - a site physically cannot publish under
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// another site's prefix. So this lookup is a resolution, not a trust
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// decision.
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//
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// It must never auto-create. A site typo'd into existence would silently
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// become a tenant with its own visitors and its own footfall report, and
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// nobody would notice until the numbers did not add up. Provisioning is a
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// deliberate act.
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site, err := c.Store.ResolveSite(ctx, t.Username)
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if err != nil {
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if errors.Is(err, ErrUnknownSite) {
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c.drop("no provisioned site for %q (broker credential exists but "+
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"the site was never registered)", t.Username)
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return nil
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}
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return fmt.Errorf("resolve site %q: %w", t.Username, err)
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}
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switch t.Kind {
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case "visit":
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return c.handleVisit(ctx, site, payload)
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case "heartbeat":
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return c.handleHeartbeat(ctx, site, payload)
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case "status":
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// Same shape as a heartbeat, sent on change rather than on a timer.
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return c.handleHeartbeat(ctx, site, payload)
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default:
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c.drop("unknown message kind %q from %s", t.Kind, t.Username)
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return nil
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}
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}
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func (c *Consumer) handleVisit(ctx context.Context, site Site, payload []byte) error {
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var v contract.Visit
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if err := json.Unmarshal(payload, &v); err != nil {
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c.drop("visit from %s is not valid json: %v", site.Slug, err)
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return nil
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}
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if err := v.Validate(); err != nil {
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if errors.Is(err, contract.ErrPermanent) {
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c.drop("visit %q from %s rejected: %v", v.EventID, site.Slug, err)
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return nil
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}
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return err
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}
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inserted, err := c.Store.RecordVisit(ctx, site, &v)
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if err != nil {
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// A database failure IS transient - the broker should redeliver rather
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// than the event being lost. This is the one path that returns an error.
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return fmt.Errorf("record visit %q: %w", v.EventID, err)
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}
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if inserted {
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c.Accepted++
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// Only on a genuine insert. At-least-once delivery makes redelivery
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// normal, and ringing for a duplicate would wake every live stream on
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// the estate to re-query for a row they already have.
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if c.Notify != nil {
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c.Notify(site.ClientID)
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}
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} else {
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// Not an error and not a warning: at-least-once delivery makes this
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// normal after any reconnect. It is counted so that a sudden rise -
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// which would mean the agent is not acking - is visible.
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c.Duplicate++
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}
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return nil
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}
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func (c *Consumer) handleHeartbeat(ctx context.Context, site Site, payload []byte) error {
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var h contract.Heartbeat
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if err := json.Unmarshal(payload, &h); err != nil {
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c.drop("heartbeat from %s is not valid json: %v", site.Slug, err)
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return nil
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}
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if err := c.Store.RecordHeartbeat(ctx, site, &h); err != nil {
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return fmt.Errorf("record heartbeat for %s: %w", site.Slug, err)
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}
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if h.Dropped > 0 {
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// The site's own queue overflowed, so it genuinely lost footfall.
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// Surfaced loudly - this is data the customer paid for and will never
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// get back, and it must not be discoverable only by reading a graph.
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c.logf("WARNING: site %s reports %d events dropped from its local "+
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"queue (it was offline long enough to overflow)", site.Slug, h.Dropped)
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}
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c.Accepted++
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return nil
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}
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func (c *Consumer) drop(format string, args ...any) {
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c.Dropped++
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c.logf("dropped: "+format, args...)
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}
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func (c *Consumer) logf(format string, args ...any) {
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if c.Log != nil {
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c.Log.Printf(format, args...)
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}
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}
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