Suriyakumarvijayanayagam
dad04e8cda
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
26 lines
774 B
Go
26 lines
774 B
Go
package api
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import (
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"os"
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"testing"
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"github.com/loyaly/behavision-server/internal/auth"
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)
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// The whole package runs at bcrypt's minimum cost.
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//
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// Almost every test here signs in, and at the production cost of 12 that is
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// ~500 ms of hashing per test for a hash and a verify. Under the race detector
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// that pushed this package past `go test`'s ten-minute default - a CI failure
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// with no failing assertion in it, which is the worst kind to debug.
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//
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// What this does NOT weaken: the tests that care about hashing care about
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// whether two paths take the SAME time as each other, not how long either
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// takes. Lowering both sides equally leaves that intact.
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func TestMain(m *testing.M) {
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restore := auth.UseTestCost()
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code := m.Run()
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restore()
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os.Exit(code)
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}
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