package common import ( "testing" ) func vec(a, b, c float32) []float32 { return []float32{a, b, c} } func TestMemStoreTopK(t *testing.T) { m := NewMemStore() m.Add(Product{ID: "a", Vector: vec(1, 0, 0)}) m.Add(Product{ID: "b", Vector: vec(0, 1, 0)}) m.Add(Product{ID: "c", Vector: vec(0, 0, 1)}) // query aligned with "a" → exact match hits := m.TopK(vec(1, 0, 0), 3, 0.0) if len(hits) != 3 { t.Fatalf("expected 3 hits, got %d", len(hits)) } if hits[0].ID != "a" || hits[0].Score < 0.999 { t.Fatalf("expected top hit a with score ~1, got %s %.3f", hits[0].ID, hits[0].Score) } // threshold filters out orthogonal vectors hits = m.TopK(vec(1, 0, 0), 3, 0.5) if len(hits) != 1 || hits[0].ID != "a" { t.Fatalf("threshold=0.5 should keep only a, got %v", hits) } // k caps results hits = m.TopK(vec(0.6, 0.6, 0.6), 2, 0.0) if len(hits) != 2 { t.Fatalf("k=2 should cap to 2, got %d", len(hits)) } } func TestMemStoreUpsertDelete(t *testing.T) { m := NewMemStore() m.Add(Product{ID: "x", Vector: vec(1, 0, 0)}) m.Add(Product{ID: "y", Vector: vec(0, 1, 0)}) m.Upsert(Product{ID: "x", Vector: vec(0, 0, 1)}) if got := m.TopK(vec(0, 0, 1), 1, 0.99); len(got) != 1 || got[0].ID != "x" { t.Fatalf("upsert did not replace x vector: %v", got) } m.Delete("x") if m.Len() != 1 { t.Fatalf("delete failed, len=%d", m.Len()) } if got := m.Snapshot(); len(got) != 1 || got[0].ID != "y" { t.Fatalf("snapshot wrong after delete: %v", got) } } func TestStableRowID(t *testing.T) { a := StableRowID("t1", "d1", "structure", "hello") b := StableRowID("t1", "d1", "structure", "hello") c := StableRowID("t1", "d1", "structure", "world") if a != b { t.Fatalf("same parts must yield same id: %s vs %s", a, b) } if a == c { t.Fatalf("different content must yield different id") } // part order must not collide if StableRowID("ab", "c") == StableRowID("a", "bc") { t.Fatalf("part-ordering collided") } } func TestLocalize(t *testing.T) { if got := Localize("plain", "zh"); got != "plain" { t.Fatalf("string passthrough: %q", got) } // Lists render as numbered lines (mirrors Python's _struct_localize). if got := Localize([]string{"en-only"}, "zh"); got != "1. en-only" { t.Fatalf("slice numbered join: %q", got) } if got := Localize([]any{"a", "b"}, "en"); got != "1. a\n2. b" { t.Fatalf("any-slice numbered join: %q", got) } m := map[string]string{"en": "E", "zh": "中"} if got := Localize(m, "zh"); got != "中" { t.Fatalf("map lang pick: %q", got) } if got := Localize(m, "fr"); got != "E" { t.Fatalf("map fallback en: %q", got) } // lang == "en" with no "en" key yields "" (no arbitrary-language fallback, // matching Python). if got := Localize(map[string]string{"zh": "中"}, "en"); got != "" { t.Fatalf("no arbitrary fallback: %q", got) } // Nested map values localize recursively (list under lang key). if got := Localize(map[string]any{"en": []any{"x", "y"}}, "zh"); got != "1. x\n2. y" { t.Fatalf("nested en fallback: %q", got) } } func TestPackBatches(t *testing.T) { chunks := []Chunk{ {ID: "1", Text: "aaaa"}, {ID: "2", Text: "bbbb"}, {ID: "3", Text: "cccccccccccc"}, // oversized {ID: "4", Text: "dddd"}, } // EstimateTokens ≈ len/4 → 1,1,3,1. budget 2 → [1,2],[3],[4] batches := PackBatches(chunks, 2, nil) if len(batches) != 3 { t.Fatalf("expected 3 batches, got %d: %v", len(batches), batches) } if len(batches[1]) != 1 || batches[1][0].ID != "3" { t.Fatalf("oversized chunk must be alone: %v", batches[1]) } // zero budget → single batch if got := PackBatches(chunks, 0, nil); len(got) != 1 || len(got[0]) != 4 { t.Fatalf("zero budget should be one batch of all: %v", got) } }