photoprism/internal/entity/face_test.go
Michael Mayer 713593da4e Auth: Add CLI command to create access tokens for apps #782 #808 #3943
You can now run "photoprism auth add" to create new client access tokens
that allow external applications to use the built-in REST API.

Signed-off-by: Michael Mayer <michael@photoprism.app>
2024-01-05 16:31:07 +01:00

299 lines
18 KiB
Go

package entity
import (
"testing"
"time"
"github.com/photoprism/photoprism/internal/face"
"github.com/stretchr/testify/assert"
)
func TestFace_TableName(t *testing.T) {
m := &Face{}
assert.Contains(t, m.TableName(), "faces")
}
func TestFace_Match(t *testing.T) {
t.Run("1000003-4", func(t *testing.T) {
m := FaceFixtures.Get("joe-biden")
match, dist := m.Match(MarkerFixtures.Pointer("1000003-4").Embeddings())
assert.True(t, match)
assert.Greater(t, dist, 1.31)
assert.Less(t, dist, 1.32)
})
t.Run("1000003-6", func(t *testing.T) {
m := FaceFixtures.Get("joe-biden")
match, dist := m.Match(MarkerFixtures.Pointer("1000003-6").Embeddings())
assert.True(t, match)
assert.Greater(t, dist, 1.27)
assert.Less(t, dist, 1.28)
})
t.Run("len(embeddings) == 0", func(t *testing.T) {
m := FaceFixtures.Get("joe-biden")
match, dist := m.Match(face.Embeddings{})
assert.False(t, match)
assert.Equal(t, dist, float64(-1))
})
t.Run("len(efacEmbeddings) == 0", func(t *testing.T) {
m := NewFace("12345", SrcAuto, face.Embeddings{})
match, dist := m.Match(MarkerFixtures.Pointer("1000003-6").Embeddings())
assert.False(t, match)
assert.Equal(t, dist, float64(-1))
})
t.Run("jane doe- no match", func(t *testing.T) {
m := FaceFixtures.Get("jane-doe")
match, _ := m.Match(MarkerFixtures.Pointer("1000003-5").Embeddings())
assert.False(t, match)
})
}
func TestFace_ResolveCollision(t *testing.T) {
t.Run("collision", func(t *testing.T) {
m := FaceFixtures.Get("joe-biden")
assert.Zero(t, m.Collisions)
assert.Zero(t, m.CollisionRadius)
if reported, err := m.ResolveCollision(MarkerFixtures.Pointer("1000003-4").Embeddings()); err != nil {
t.Fatal(err)
} else {
assert.True(t, reported)
}
// Number of collisions must have increased by one.
assert.Equal(t, 1, m.Collisions)
// Actual distance is ~1.314040
assert.Greater(t, m.CollisionRadius, 1.2)
assert.Less(t, m.CollisionRadius, 1.314)
if reported, err := m.ResolveCollision(MarkerFixtures.Pointer("1000003-6").Embeddings()); err != nil {
t.Fatal(err)
} else {
assert.True(t, reported)
}
// Number of collisions must not have increased.
assert.Equal(t, 2, m.Collisions)
// Actual distance is ~1.272604
assert.Greater(t, m.CollisionRadius, 1.1)
assert.Less(t, m.CollisionRadius, 1.272)
})
t.Run("subject id empty", func(t *testing.T) {
m := NewFace("", SrcAuto, face.KidsEmbeddings)
if reported, err := m.ResolveCollision(MarkerFixtures.Pointer("1000003-4").Embeddings()); err != nil {
t.Fatal(err)
} else {
assert.False(t, reported)
}
})
t.Run("invalid face id", func(t *testing.T) {
m := NewFace("123", SrcAuto, face.Embeddings{})
m.ID = ""
if reported, err := m.ResolveCollision(MarkerFixtures.Pointer("1000003-4").Embeddings()); err == nil {
t.Fatal(err)
} else {
assert.False(t, reported)
assert.Equal(t, "invalid face id", err.Error())
}
})
t.Run("embedding empty", func(t *testing.T) {
m := NewFace("123", SrcAuto, face.Embeddings{})
m.EmbeddingJSON = []byte("")
m.ID = "foo"
if reported, err := m.ResolveCollision(MarkerFixtures.Pointer("1000003-4").Embeddings()); err == nil {
t.Fatal(err)
} else {
assert.False(t, reported)
assert.Equal(t, "embedding must not be empty", err.Error())
}
})
}
func TestFace_ReviseMatches(t *testing.T) {
m := FaceFixtures.Get("joe-biden")
removed, err := m.ReviseMatches()
if err != nil {
t.Fatal(err)
}
assert.Empty(t, removed)
}
func TestNewFace(t *testing.T) {
t.Run("success", func(t *testing.T) {
marker := MarkerFixtures.Get("1000003-4")
e := marker.Embeddings()
r := NewFace("123", SrcAuto, e)
assert.Equal(t, "", r.FaceSrc)
assert.Equal(t, "123", r.SubjUID)
})
}
func TestFace_MatchId(t *testing.T) {
t.Run("A123-B456", func(t *testing.T) {
f1 := Face{ID: "A123"}
f2 := Face{ID: "B456"}
f3 := Face{ID: ""}
assert.Equal(t, "A123-B456", f1.MatchId(f2))
assert.Equal(t, "A123-B456", f2.MatchId(f1))
assert.Equal(t, "", f3.MatchId(f1))
})
}
func TestFace_Unsuitable(t *testing.T) {
t.Run("True", func(t *testing.T) {
m := FaceFixtures.Get("joe-biden")
assert.False(t, m.SkipMatching())
})
t.Run("False", func(t *testing.T) {
m := NewFace("", SrcImage, face.Embeddings{{-0.00959064718335867, 0.03787063807249069, -0.0030881548300385475, 0.02789853885769844, 0.017454572021961212, 0.0396987721323967, -0.03091704286634922, 0.005318029318004847, 0.021617550402879715, -0.08214963972568512, -0.003952134400606155, 0.0269720908254385, 0.048880551010370255, -0.03537372127175331, -0.042236171662807465, 0.021553633734583855, 0.03937383368611336, 0.01815507560968399, 0.08373168110847473, -0.11838400363922119, -0.038254253566265106, -0.04993032291531563, 0.07148619741201401, 0.006384310312569141, 0.05344310402870178, -0.027579499408602715, 0.021648988127708435, -0.07013172656297684, -0.06400937587022781, 0.10622639954090118, -0.01507984846830368, -0.02844894863665104, -0.013048898428678513, -0.03571505844593048, -0.022063886746764183, 0.022826166823506355, 0.01703103445470333, 0.00679031852632761, -0.09583312273025513, 0.03446732088923454, -0.045221585780382156, 0.03292521834373474, -0.012820744886994362, 0.06122862547636032, 0.01973198726773262, -0.013975882902741432, 0.027514882385730743, 0.12478502094745636, -0.09630053490400314, -0.008597812615334988, -0.019534612074494362, 0.03927983343601227, 0.04311678186058998, 0.025297729298472404, -0.035719674080610275, 0.05421024188399315, 0.07541341334581375, 0.040334682911634445, -0.0632546916604042, -0.004164006095379591, 0.027950556948781013, 0.017827920615673065, 0.02774866297841072, -0.025094853714108467, 0.00012262807285878807, 0.04165732488036156, -0.03155842795968056, 0.03801475837826729, 0.0031508952379226685, -0.011753040365874767, 0.06262513995170593, 0.05895991623401642, -0.02384188584983349, -0.025149181485176086, -0.016906173899769783, -0.03138834610581398, -0.06759334355592728, 0.018074069172143936, 0.028748946264386177, 0.03350280225276947, 0.001738330232910812, -0.035873714834451675, 0.0050230612978339195, -0.005394259933382273, -0.035111431032419205, 0.005703517701476812, -0.060869812965393066, 0.044046416878700256, 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-0.03462134674191475, -0.0432763509452343, -0.041607096791267395, 0.019871780648827553, -0.026665959507226944, 0.046689242124557495, 0.020541366189718246, 0.03362491726875305, 0.04561452195048332, 0.12613892555236816, 0.02306310087442398, 0.0048497817479074, -0.027223020792007446, -0.0762500986456871, 0.06465625762939453, -0.020680397748947144, -0.02472679689526558, -0.0469549298286438, 0.05494922026991844, 0.011157477274537086, -0.05097919702529907, 0.05126889795064926, 0.03758222982287407, -0.06554574519395828, 0.00288044149056077, 0.014015591703355312, 0.013589163310825825, 0.03634551167488098, 0.0031862170435488224, -0.03541851416230202, -0.011984468437731266, -0.04591989517211914, -0.04950973764061928, 0.014266318641602993, 0.014613134786486626, 0.004269343335181475, 0.0013365329941734672, -0.010044350288808346, 0.025745976716279984, 0.029322613030672073, 0.08641400188207626, 0.00042273724102415144, -0.1199660375714302, -0.11129316687583923, -0.03984867036342621, 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-0.07797796279191971, 0.0054626669734716415, -0.027152489870786667, -0.06476820260286331, -0.04554128646850586, -0.020997364073991776, 0.03704288229346275, -0.0041465735994279385, -0.08224689960479736, 0.019587524235248566, 0.05182863399386406, -0.09750733524560928, 0.012806789949536324, 0.014560981653630733, -0.012063717469573021, 0.10477723181247711, 0.04364655539393425, 0.05573931708931923, -0.08249012380838394, 0.002664536237716675, 0.016965137794613838, 0.016157248988747597, -0.07265286147594452, -0.0025825295597314835, -0.011157424189150333, -0.053293049335479736, 0.01613083854317665, 0.003192639909684658, -0.02518875151872635, 0.025411557406187057, -0.04756153002381325, -0.008369989693164825, 0.0018538516014814377, -0.001305201556533575, 0.006403622217476368, 0.020627789199352264, -0.024054545909166336, 0.05217380076646805, 0.0469573549926281, 0.01885838247835636, 0.020833401009440422, -0.04654202610254288, 0.044648706912994385, -0.004453012719750404, -0.021127738058567047, 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-0.01920865662395954, -0.04111270606517792, 0.05357895419001579, -0.023412834852933884, -0.0893779918551445, -0.02306830696761608, -0.03236269950866699, 0.007966117933392525, 0.10357413440942764, 0.02653438411653042, 0.004998756106942892, -0.015604768879711628, -0.022902334108948708, -0.10633908212184906, 0.03903093561530113, 0.05978463217616081, -0.011735391803085804, -0.06194228678941727, 0.03223072364926338, 0.04556537792086601, 0.007720542140305042, 0.039454445242881775, -0.04189905524253845, -0.004674337804317474, -0.01275805663317442, -0.12497187405824661, -0.07940814644098282, 0.023411696776747704, 0.02147858962416649, -0.03503002971410751, 0.016921473667025566, -0.016184881329536438, -0.045962586998939514, 0.08095240592956543, -0.004070675931870937, -0.05266023054718971, 0.13639050722122192, -0.02151007391512394, 0.006739250384271145, 0.03182916343212128, -0.027000118046998978, -0.0030197608284652233, 0.031326163560152054, -0.10159225016832352, -0.06630226224660873, 0.0699416846036911, 0.01672203093767166, -0.04788779094815254, 0.039929479360580444, 0.027769070118665695, 0.01937052048742771, -0.06442618370056152, -0.06701736897230148, 0.039595261216163635, 0.05279085412621498, 0.007269475143402815, 0.06969842314720154, 0.048928432166576385, 0.0164470374584198, -0.014216633513569832, -0.015720434486865997, -0.007112122140824795, -0.10834096372127533}})
assert.True(t, m.SkipMatching())
})
}
func TestFace_SetEmbeddings(t *testing.T) {
t.Run("success", func(t *testing.T) {
marker := MarkerFixtures.Get("1000003-4")
e := marker.Embeddings()
m := FaceFixtures.Get("joe-biden")
assert.NotEqual(t, e[0][0], m.Embedding()[0])
err := m.SetEmbeddings(e)
if err != nil {
t.Fatal(err)
}
assert.Equal(t, e[0][0], m.Embedding()[0])
})
}
func TestFace_Embedding(t *testing.T) {
t.Run("success", func(t *testing.T) {
m := FaceFixtures.Get("joe-biden")
assert.Equal(t, 0.10730543085474682, m.Embedding()[0])
})
t.Run("empty embedding", func(t *testing.T) {
m := NewFace("12345", SrcAuto, face.Embeddings{})
m.EmbeddingJSON = []byte("")
assert.Empty(t, m.Embedding())
})
t.Run("invalid embedding json", func(t *testing.T) {
m := NewFace("12345", SrcAuto, face.Embeddings{})
m.EmbeddingJSON = []byte("[false]")
assert.Equal(t, float64(0), m.Embedding()[0])
})
}
func TestFace_UpdateMatchTime(t *testing.T) {
m := NewFace("12345", SrcAuto, face.RandomEmbeddings(1, face.RegularFace))
initialMatchTime := m.MatchedAt
assert.Equal(t, initialMatchTime, m.MatchedAt)
if err := m.Matched(); err != nil {
t.Fatal(err)
}
assert.NotEqual(t, initialMatchTime, m.MatchedAt)
}
func TestFace_Save(t *testing.T) {
t.Run("Ok", func(t *testing.T) {
m := NewFace("dhsthrdst", SrcAuto, face.RandomEmbeddings(1, face.RegularFace))
assert.Nil(t, FindFace(m.ID))
if err := m.Create(); err != nil {
t.Fatal(err)
}
assert.NotNil(t, FindFace(m.ID))
assert.Equal(t, "dhsthrdst", FindFace(m.ID).SubjUID)
})
t.Run("Error", func(t *testing.T) {
m := NewFace("12345fde", SrcAuto, face.Embeddings{face.Embedding{1}, face.Embedding{2}})
assert.Nil(t, FindFace(m.ID))
assert.Error(t, m.Create())
assert.Nil(t, FindFace(m.ID))
})
}
func TestFace_Update(t *testing.T) {
m := NewFace("12345fdef", SrcAuto, face.RandomEmbeddings(2, face.RegularFace))
id := m.ID
m.CreatedAt = time.Now()
t.Logf("FaceID: %s", id)
assert.Nil(t, FindFace(id))
if err := m.Create(); err != nil {
t.Fatal(err)
return
}
assert.NotNil(t, FindFace(id))
assert.Equal(t, "12345fdef", FindFace(m.ID).SubjUID)
m2 := FindFace(m.ID)
if err := m2.Update("SubjUID", "new"); err != nil {
t.Fatal(err)
}
assert.Equal(t, "new", FindFace(m.ID).SubjUID)
}
func TestFace_RefreshPhotos(t *testing.T) {
f := FaceFixtures.Get("joe-biden")
if err := f.RefreshPhotos(); err != nil {
t.Fatal(err)
}
}
func TestFirstOrCreateFace(t *testing.T) {
t.Run("create new face", func(t *testing.T) {
m := NewFace("12345unique", SrcAuto, face.RandomEmbeddings(1, face.RegularFace))
r := FirstOrCreateFace(m)
assert.Equal(t, "12345unique", r.SubjUID)
})
t.Run("return existing entity", func(t *testing.T) {
m := FaceFixtures.Pointer("joe-biden")
r := FirstOrCreateFace(m)
assert.Equal(t, "js6sg6b2h8njw0sx", r.SubjUID)
assert.Equal(t, 33, r.Samples)
})
}
func TestFindFace(t *testing.T) {
t.Run("existing face", func(t *testing.T) {
assert.NotNil(t, FindFace("VF7ANLDET2BKZNT4VQWJMMC6HBEFDOG7"))
assert.Equal(t, 3, FindFace("VF7ANLDET2BKZNT4VQWJMMC6HBEFDOG7").Samples)
})
t.Run("empty id", func(t *testing.T) {
assert.Nil(t, FindFace(""))
})
}
func TestFace_HideAndShow(t *testing.T) {
f := FaceFixtures.Get("joe-biden")
if err := f.Hide(); err != nil {
t.Fatal(err)
} else if err = f.Show(); err != nil {
t.Fatal(err)
}
}