package vector import ( "context" "errors" "os" "testing" ) func TestNewPG_InvalidURL_异常(t *testing.T) { t.Parallel() if _, err := NewPG(context.Background(), " ", 4, testLogger()); !errors.Is(err, ErrInvalidPGURL) { t.Fatalf("NewPG(blank url) err = %v, want ErrInvalidPGURL", err) } } func TestNewPG_InvalidDim_异常(t *testing.T) { t.Parallel() // dim is validated before any connection is opened, so no network I/O here. if _, err := NewPG(context.Background(), "postgres://host/db", 0, testLogger()); !errors.Is(err, ErrInvalidDim) { t.Fatalf("NewPG(dim 0) err = %v, want ErrInvalidDim", err) } } func TestPGVectorLiteral(t *testing.T) { t.Parallel() tests := []struct { name string v Vector want string }{ {name: "single", v: Vector{1}, want: "[1]"}, {name: "three", v: Vector{1.5, 2, -0.25}, want: "[1.5,2,-0.25]"}, {name: "empty", v: Vector{}, want: "[]"}, } for _, tt := range tests { tt := tt t.Run(tt.name, func(t *testing.T) { t.Parallel() if got := pgVectorLiteral(tt.v); got != tt.want { t.Fatalf("pgVectorLiteral(%v) = %q, want %q", tt.v, got, tt.want) } }) } } // TestPG_RequiresEnv runs a real PostgreSQL+pgvector round trip when DB_PG_URL // is set, and skips otherwise. There is no PG server in this environment by // default, so the pgvector-backed Add/Search path is validated end-to-end only // when the operator supplies a live database with the pgvector extension. The // SQLite path (the default) is fully covered by the sqlite_test.go suite. func TestPG_RequiresEnv(t *testing.T) { url := os.Getenv("DB_PG_URL") if url == "" { t.Skip("DB_PG_URL not set; skipping real PostgreSQL+pgvector integration test") } ctx := context.Background() idx, err := NewPG(ctx, url, 4, testLogger()) if err != nil { t.Fatalf("NewPG: %v", err) } idx.withEmbedder(&mockEmbedder{dim: 4}) defer func() { _ = idx.Close() }() if err := idx.Add(ctx, "a", Vector{1, 0, 0, 0}); err != nil { t.Fatalf("Add a: %v", err) } if err := idx.Add(ctx, "b", Vector{0, 1, 0, 0}); err != nil { t.Fatalf("Add b: %v", err) } hits, err := idx.Search(ctx, Vector{1, 0, 0, 0}, 1) if err != nil { t.Fatalf("Search: %v", err) } if len(hits) != 1 || hits[0].ID != "a" { t.Fatalf("pg top hit = %+v, want single a", hits) } if hits[0].Score < 0.99 { t.Fatalf("pg a score = %v, want ~1.0", hits[0].Score) } // The embedder is wired, so Index.Embed is usable. vs, err := idx.Embed(ctx, []string{"hello"}) if err != nil { t.Fatalf("Embed: %v", err) } if len(vs) != 1 || len(vs[0]) != 4 { t.Fatalf("Embed => %d vectors, want one 4-dim", len(vs)) } }