Files
pansy/internal/service/seed_packet_test.go
T
steveandClaude Opus 4.8 156b3fd14c
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Seed-packet capture: vision model, extraction, catalog match, create (backend) (#81)
Photograph a seed packet → it fills in the plant and the purchase. This is the
backend; the scan UI is a follow-up PR.

Vision model config (mirrors the agent model from #79):
- Migration 0011 adds instance_settings.vision_model; PANSY_VISION_MODEL is the
  env default. Precedence Settings → env → empty; the KEY stays in the env.
- EffectiveVision resolves it; /capabilities advertises "vision" only when a
  model + key are configured, so the UI offers the scan button only when it works.

Extraction is one-shot, NOT an agent loop (internal/vision):
- majordomo.Generate[SeedPacket] derives a JSON schema from the struct tags and
  hands the image to the vision model; it can't call a tool, so it can't touch
  the garden — it only reads a picture and returns data. Numeric fields are
  pointers, so a field the packet doesn't print comes back nil, not a made-up 0.
- Hermetic test: majordomo's fake provider returns canned packet JSON and
  Generate unmarshals it, image + derived schema included. No live model.

The image is normalized to JPEG at the upload boundary (imagenorm from #80),
which is where an iPhone HEIC becomes readable — majordomo's media path can't
decode HEIC. imagenorm now links into the binary (~7 MB, the cost #80 deferred).

The hard part is catalog matching, not OCR (internal/service/seed_packet.go):
- A wrong auto-match splits a variety's seed-lot history across duplicate rows,
  so the service NEVER auto-creates. matchPlants surfaces RANKED candidates
  (exact name → variety-in-name → same species, conservative and name-based),
  the user confirms, and CreateFromPacket makes the plant (new or existing) + the
  lot. Exactly one of plantId/newPlant, refused otherwise.
- Plants/lots aren't in the undo history (catalog/inventory), so no change set.
- The extractor is injectable (service.WithPacketExtractor) so ExtractSeedPacket
  and the /scan endpoint test end to end against a fake, no live model.

Endpoints: POST /seed-lots/scan (multipart image → proposal, reads only; extends
the read deadline for a slow phone upload, caps the body, maps too-large/unreadable
to clear statuses) and POST /seed-lots/from-packet (confirmed proposal → 201).

Docs: README (PANSY_VISION_MODEL), DESIGN (routes + the decision and why the
model can't touch the garden).

Co-Authored-By: Claude Opus 4.8 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01H3zbym8Doka2d7D48maSgZ
2026-07-21 23:50:50 -04:00

198 lines
7.2 KiB
Go

package service
import (
"context"
"errors"
"testing"
"gitea.stevedudenhoeffer.com/steve/pansy/internal/domain"
"gitea.stevedudenhoeffer.com/steve/pansy/internal/vision"
)
func packet(species, variety, category string) vision.SeedPacket {
return vision.SeedPacket{Species: species, Variety: variety, Category: category}
}
func plant(id int64, name string) domain.Plant {
return domain.Plant{ID: id, Name: name, Category: domain.CategoryVegetable}
}
// TestMatchPlants pins the catalog-matching heuristic: it surfaces candidates,
// best first, and never invents a match — the whole point, since a wrong auto-
// match would fragment a variety's seed-lot history across duplicate rows.
func TestMatchPlants(t *testing.T) {
catalog := []domain.Plant{
plant(1, "Garlic"),
plant(2, "Music Garlic"),
plant(3, "Cherokee Purple"),
plant(4, "Basil"),
}
t.Run("exact variety wins, ranked above looser matches", func(t *testing.T) {
got := matchPlants(packet("tomato", "Cherokee Purple", "vegetable"), catalog)
if len(got) == 0 || got[0].Plant.ID != 3 || got[0].Reason != "exact name" {
t.Fatalf("want Cherokee Purple exact first, got %+v", got)
}
})
t.Run("variety within a name, plus same-species, ordered", func(t *testing.T) {
// "Music" garlic: "Music Garlic" contains the variety (rank 1); "Garlic"
// shares the species word (rank 2).
got := matchPlants(packet("garlic", "Music", "vegetable"), catalog)
if len(got) != 2 {
t.Fatalf("got %d candidates, want 2: %+v", len(got), got)
}
if got[0].Plant.ID != 2 || got[0].Reason != "variety in name" {
t.Errorf("first = %+v, want Music Garlic / variety in name", got[0])
}
if got[1].Plant.ID != 1 || got[1].Reason != "same species" {
t.Errorf("second = %+v, want Garlic / same species", got[1])
}
})
t.Run("case-insensitive", func(t *testing.T) {
got := matchPlants(packet("", "cherokee purple", ""), catalog)
if len(got) == 0 || got[0].Plant.ID != 3 {
t.Errorf("case-insensitive exact match failed: %+v", got)
}
})
t.Run("no match → empty (a new variety)", func(t *testing.T) {
if got := matchPlants(packet("okra", "Clemson Spineless", "vegetable"), catalog); len(got) != 0 {
t.Errorf("want no candidates, got %+v", got)
}
})
t.Run("species word boundary, not substring", func(t *testing.T) {
// "garlic" should not match a hypothetical "garlicky" — wordIn is token-based.
got := matchPlants(packet("garlic", "", ""), []domain.Plant{plant(9, "Garlicky Mustard")})
if len(got) != 0 {
t.Errorf("substring shouldn't match on species: %+v", got)
}
})
}
// visionTestService builds a service with a configured vision model and a canned
// extractor, so ExtractSeedPacket can run with no live model.
func visionTestService(t *testing.T, out vision.SeedPacket, extractErr error) (*Service, int64) {
t.Helper()
cfg := openConfig()
cfg.Agent.OllamaCloudAPIKey = "k"
cfg.Agent.VisionModel = "ollama-cloud/vision:cloud"
s := newTestService(t, cfg)
s.extractPacket = func(ctx context.Context, apiKey, model string, jpeg []byte) (vision.SeedPacket, error) {
return out, extractErr
}
owner := seedUser(t, s, "[email protected]")
return s, owner
}
// TestExtractSeedPacket exercises the orchestration: canned packet → proposal
// with catalog candidates + prefill suggestions.
func TestExtractSeedPacket(t *testing.T) {
ctx := context.Background()
s, owner := visionTestService(t, packet("garlic", "Music", "vegetable"), nil)
// Seed a matching plant.
if _, err := s.CreatePlant(ctx, owner, PlantInput{
Name: "Music Garlic", Category: domain.CategoryVegetable, SpacingCM: 15, Color: "#4a7c3f", Icon: "🧄",
}); err != nil {
t.Fatalf("seed plant: %v", err)
}
prop, err := s.ExtractSeedPacket(ctx, owner, []byte("jpeg-bytes"))
if err != nil {
t.Fatalf("extract: %v", err)
}
if prop.Packet.Variety != "Music" {
t.Errorf("packet variety = %q", prop.Packet.Variety)
}
if len(prop.Candidates) == 0 || prop.Candidates[0].Plant.Name != "Music Garlic" {
t.Errorf("expected Music Garlic candidate, got %+v", prop.Candidates)
}
if prop.SuggestedName != "Music" || prop.SuggestedCategory != domain.CategoryVegetable {
t.Errorf("suggestions = %q/%q", prop.SuggestedName, prop.SuggestedCategory)
}
}
// TestExtractSeedPacketNeedsVisionModel: with no vision model configured, the
// feature is unavailable (ErrInvalidInput), and the extractor is never called.
func TestExtractSeedPacketNeedsVisionModel(t *testing.T) {
s := newTestService(t, openConfig()) // no vision model, no key
called := false
s.extractPacket = func(ctx context.Context, _, _ string, _ []byte) (vision.SeedPacket, error) {
called = true
return vision.SeedPacket{}, nil
}
owner := seedUser(t, s, "[email protected]")
if _, err := s.ExtractSeedPacket(context.Background(), owner, []byte("x")); !errors.Is(err, domain.ErrInvalidInput) {
t.Errorf("err = %v, want ErrInvalidInput", err)
}
if called {
t.Error("extractor was called despite no configured vision model")
}
}
// TestCreateFromPacketNewPlant: a confirm with NewPlant creates the plant and a
// lot attributed to it, in one call.
func TestCreateFromPacketNewPlant(t *testing.T) {
ctx := context.Background()
s, owner := visionTestService(t, vision.SeedPacket{}, nil)
res, err := s.CreateFromPacket(ctx, owner, PacketConfirm{
NewPlant: &PlantInput{Name: "Music Garlic", Category: domain.CategoryVegetable, SpacingCM: 15, Color: "#4a7c3f", Icon: "🧄"},
Lot: SeedLotInput{Vendor: "Johnny's", Quantity: 8, Unit: domain.UnitBulbs},
})
if err != nil {
t.Fatalf("create: %v", err)
}
if !res.PlantIsNew || res.Plant.Name != "Music Garlic" {
t.Errorf("plant = %+v, isNew=%v", res.Plant, res.PlantIsNew)
}
if res.Lot == nil || res.Lot.PlantID != res.Plant.ID {
t.Errorf("lot not attributed to the new plant: %+v", res.Lot)
}
}
// TestCreateFromPacketExistingPlant: a confirm with PlantID attaches the lot to
// the existing plant and creates nothing new.
func TestCreateFromPacketExistingPlant(t *testing.T) {
ctx := context.Background()
s, owner := visionTestService(t, vision.SeedPacket{}, nil)
existing, err := s.CreatePlant(ctx, owner, PlantInput{
Name: "Garlic", Category: domain.CategoryVegetable, SpacingCM: 15, Color: "#4a7c3f", Icon: "🧄",
})
if err != nil {
t.Fatalf("seed plant: %v", err)
}
res, err := s.CreateFromPacket(ctx, owner, PacketConfirm{
PlantID: &existing.ID,
Lot: SeedLotInput{Vendor: "Fedco", Quantity: 10, Unit: domain.UnitBulbs},
})
if err != nil {
t.Fatalf("create: %v", err)
}
if res.PlantIsNew || res.Plant.ID != existing.ID {
t.Errorf("should attach to existing plant, got %+v isNew=%v", res.Plant, res.PlantIsNew)
}
if res.Lot.PlantID != existing.ID {
t.Errorf("lot plantId = %d, want %d", res.Lot.PlantID, existing.ID)
}
}
// TestCreateFromPacketExactlyOne: both or neither of PlantID/NewPlant is refused,
// so an ambiguous confirm can't silently pick.
func TestCreateFromPacketExactlyOne(t *testing.T) {
ctx := context.Background()
s, owner := visionTestService(t, vision.SeedPacket{}, nil)
id := int64(1)
for _, in := range []PacketConfirm{
{}, // neither
{PlantID: &id, NewPlant: &PlantInput{Name: "X"}}, // both
} {
if _, err := s.CreateFromPacket(ctx, owner, in); !errors.Is(err, domain.ErrInvalidInput) {
t.Errorf("CreateFromPacket(%+v) err = %v, want ErrInvalidInput", in, err)
}
}
}