Merge branch 'main' into renovate/aws-sdk-go-monorepo

Author: telpirion

.github/CODEOWNERS

@@ -47,6 +47,7 @@
 /secretmanager/                        @GoogleCloudPlatform/go-samples-reviewers @GoogleCloudPlatform/cloud-samples-reviewers @GoogleCloudPlatform/cloud-secrets-team
 /securitycenter/                       @GoogleCloudPlatform/go-samples-reviewers @GoogleCloudPlatform/cloud-samples-reviewers @GoogleCloudPlatform/gcp-security-command-center
 /translate/                            @GoogleCloudPlatform/go-samples-reviewers @GoogleCloudPlatform/cloud-samples-reviewers @GoogleCloudPlatform/cloud-ml-translate-dev
+/connectgateway/                       @GoogleCloudPlatform/go-samples-reviewers @GoogleCloudPlatform/cloud-samples-reviewers @GoogleCloudPlatform/connectgateway
 
 # Does not have owner
 /cdn/                                  @GoogleCloudPlatform/go-samples-reviewers @GoogleCloudPlatform/cloud-samples-reviewers

.github/blunderbuss.yml

@@ -103,4 +103,8 @@ assign_prs_by:
 - labels:
   - "api: securitycenter"
   to:
-  - GoogleCloudPlatform/gcp-security-command-center
+  - GoogleCloudPlatform/gcp-security-command-center
+- labels:
+  - "api: connectgateway"
+  to:
+  - GoogleCloudPlatform/connectgateway

aiplatform/snippets/embeddings.go

@@ -28,14 +28,14 @@ import (
 	"google.golang.org/protobuf/types/known/structpb"
 )
 
-// embedTexts shows how embeddings are set for text-embedding-005 model
+// embedTexts shows how embeddings are set for gemini-embedding-001 model
 func embedTexts(w io.Writer, project, location string) error {
 	// location := "us-central1"
 	ctx := context.Background()
 
 	apiEndpoint := fmt.Sprintf("%s-aiplatform.googleapis.com:443", location)
-	dimensionality := 5
-	model := "text-embedding-005"
+	dimensionality := 3072
+	model := "gemini-embedding-001"
 	texts := []string{"banana muffins? ", "banana bread? banana muffins?"}
 
 	client, err := aiplatform.NewPredictionClient(ctx, option.WithEndpoint(apiEndpoint))
@@ -45,41 +45,54 @@ func embedTexts(w io.Writer, project, location string) error {
 	defer client.Close()
 
 	endpoint := fmt.Sprintf("projects/%s/locations/%s/publishers/google/models/%s", project, location, model)
-	instances := make([]*structpb.Value, len(texts))
-	for i, text := range texts {
-		instances[i] = structpb.NewStructValue(&structpb.Struct{
+	allEmbeddings := make([][]float32, 0, len(texts))
+	// gemini-embedding-001 takes 1 input at a time
+	for _, text := range texts {
+		instances := make([]*structpb.Value, 1)
+		instances[0] = structpb.NewStructValue(&structpb.Struct{
 			Fields: map[string]*structpb.Value{
 				"content":   structpb.NewStringValue(text),
 				"task_type": structpb.NewStringValue("QUESTION_ANSWERING"),
 			},
 		})
-	}
 
-	params := structpb.NewStructValue(&structpb.Struct{
-		Fields: map[string]*structpb.Value{
-			"outputDimensionality": structpb.NewNumberValue(float64(dimensionality)),
-		},
-	})
+		params := structpb.NewStructValue(&structpb.Struct{
+			Fields: map[string]*structpb.Value{
+				"outputDimensionality": structpb.NewNumberValue(float64(dimensionality)),
+			},
+		})
 
-	req := &aiplatformpb.PredictRequest{
-		Endpoint:   endpoint,
-		Instances:  instances,
-		Parameters: params,
-	}
-	resp, err := client.Predict(ctx, req)
-	if err != nil {
-		return err
-	}
-	embeddings := make([][]float32, len(resp.Predictions))
-	for i, prediction := range resp.Predictions {
-		values := prediction.GetStructValue().Fields["embeddings"].GetStructValue().Fields["values"].GetListValue().Values
-		embeddings[i] = make([]float32, len(values))
-		for j, value := range values {
-			embeddings[i][j] = float32(value.GetNumberValue())
+		req := &aiplatformpb.PredictRequest{
+			Endpoint:   endpoint,
+			Instances:  instances,
+			Parameters: params,
 		}
+		resp, err := client.Predict(ctx, req)
+		if err != nil {
+			return err
+		}
+
+		// Process the prediction for the single text
+		// The response will contain one prediction because we sent one instance.
+		if len(resp.Predictions) == 0 {
+			return fmt.Errorf("no predictions returned for text \"%s\"", text)
+		}
+
+		prediction := resp.Predictions[0]
+		embeddingValues := prediction.GetStructValue().Fields["embeddings"].GetStructValue().Fields["values"].GetListValue().Values
+
+		currentEmbedding := make([]float32, len(embeddingValues))
+		for j, value := range embeddingValues {
+			currentEmbedding[j] = float32(value.GetNumberValue())
+		}
+		allEmbeddings = append(allEmbeddings, currentEmbedding)
 	}
 
-	fmt.Fprintf(w, "Dimensionality: %d. Embeddings length: %d", len(embeddings[0]), len(embeddings))
+	if len(allEmbeddings) > 0 {
+		fmt.Fprintf(w, "Dimensionality: %d. Embeddings length: %d", len(allEmbeddings[0]), len(allEmbeddings))
+	} else {
+		fmt.Fprintln(w, "No texts were processed.")
+	}
 	return nil
 }
 

aiplatform/snippets/embeddings_test.go

@@ -25,7 +25,7 @@ import (
 func TestGenerateEmbeddings(t *testing.T) {
 	tc := testutil.SystemTest(t)
 	texts := []string{"banana muffins? ", "banana bread? banana muffins?"}
-	dimensionality := 5
+	dimensionality := 3072
 	location := "us-central1"
 	var buf bytes.Buffer
 

badfiles_test.go

@@ -130,6 +130,9 @@ var allowList = []string{
 	// document ai sample pdfs
 	"documentai/**/*.pdf",
 
+	// Model Armor sample pdfs
+	"modelarmor/test_sample.pdf",
+
 	// Speech-to-Text audio/video files
 	"speech/resources/commercial_mono.wav",
 

bigquery/go.mod

@@ -3,77 +3,80 @@ module github.com/GoogleCloudPlatform/golang-samples/bigquery
 go 1.23.0
 
 require (
-	cloud.google.com/go v0.118.0
-	cloud.google.com/go/bigquery v1.65.0
-	cloud.google.com/go/iam v1.3.1
-	cloud.google.com/go/storage v1.50.0
+	cloud.google.com/go v0.121.0
+	cloud.google.com/go/bigquery v1.69.0
+	cloud.google.com/go/iam v1.5.2
+	cloud.google.com/go/storage v1.53.0
 	github.com/GoogleCloudPlatform/golang-samples v0.0.0-20240724083556-7f760db013b7
 	github.com/apache/arrow/go/v10 v10.0.1
 	github.com/gofrs/uuid v4.4.0+incompatible
 	github.com/google/uuid v1.6.0
 	github.com/googleapis/gax-go/v2 v2.14.1
 	github.com/linkedin/goavro/v2 v2.13.0
-	google.golang.org/api v0.217.0
-	google.golang.org/genproto/googleapis/rpc v0.0.0-20250115164207-1a7da9e5054f
-	google.golang.org/grpc v1.69.4
-	google.golang.org/protobuf v1.36.3
+	google.golang.org/api v0.232.0
+	google.golang.org/genproto/googleapis/rpc v0.0.0-20250505200425-f936aa4a68b2
+	google.golang.org/grpc v1.72.0
+	google.golang.org/protobuf v1.36.6
 )
 
 require (
-	cel.dev/expr v0.19.1 // indirect
-	cloud.google.com/go/auth v0.14.0 // indirect
-	cloud.google.com/go/auth/oauth2adapt v0.2.7 // indirect
+	cel.dev/expr v0.20.0 // indirect
+	cloud.google.com/go/auth v0.16.1 // indirect
+	cloud.google.com/go/auth/oauth2adapt v0.2.8 // indirect
 	cloud.google.com/go/compute/metadata v0.6.0 // indirect
-	cloud.google.com/go/longrunning v0.6.4 // indirect
-	cloud.google.com/go/monitoring v1.23.0 // indirect
-	github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.25.0 // indirect
-	github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.49.0 // indirect
-	github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/resourcemapping v0.49.0 // indirect
+	cloud.google.com/go/longrunning v0.6.7 // indirect
+	cloud.google.com/go/monitoring v1.24.0 // indirect
+	github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.27.0 // indirect
+	github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.51.0 // indirect
+	github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/resourcemapping v0.51.0 // indirect
 	github.com/andybalholm/brotli v1.0.5 // indirect
 	github.com/apache/arrow/go/v15 v15.0.2 // indirect
 	github.com/apache/thrift v0.17.0 // indirect
 	github.com/cespare/xxhash/v2 v2.3.0 // indirect
 	github.com/cncf/xds/go v0.0.0-20250121191232-2f005788dc42 // indirect
-	github.com/envoyproxy/go-control-plane/envoy v1.32.3 // indirect
-	github.com/envoyproxy/protoc-gen-validate v1.1.0 // indirect
+	github.com/envoyproxy/go-control-plane/envoy v1.32.4 // indirect
+	github.com/envoyproxy/protoc-gen-validate v1.2.1 // indirect
 	github.com/felixge/httpsnoop v1.0.4 // indirect
+	github.com/go-jose/go-jose/v4 v4.0.4 // indirect
 	github.com/go-logr/logr v1.4.2 // indirect
 	github.com/go-logr/stdr v1.2.2 // indirect
 	github.com/goccy/go-json v0.10.3 // indirect
 	github.com/golang/groupcache v0.0.0-20241129210726-2c02b8208cf8 // indirect
 	github.com/golang/snappy v0.0.4 // indirect
 	github.com/google/flatbuffers v23.5.26+incompatible // indirect
 	github.com/google/s2a-go v0.1.9 // indirect
-	github.com/googleapis/enterprise-certificate-proxy v0.3.4 // indirect
+	github.com/googleapis/enterprise-certificate-proxy v0.3.6 // indirect
 	github.com/klauspost/asmfmt v1.3.2 // indirect
 	github.com/klauspost/compress v1.17.11 // indirect
 	github.com/klauspost/cpuid/v2 v2.2.6 // indirect
 	github.com/minio/asm2plan9s v0.0.0-20200509001527-cdd76441f9d8 // indirect
 	github.com/minio/c2goasm v0.0.0-20190812172519-36a3d3bbc4f3 // indirect
 	github.com/pierrec/lz4/v4 v4.1.18 // indirect
 	github.com/planetscale/vtprotobuf v0.6.1-0.20240319094008-0393e58bdf10 // indirect
+	github.com/spiffe/go-spiffe/v2 v2.5.0 // indirect
+	github.com/zeebo/errs v1.4.0 // indirect
 	github.com/zeebo/xxh3 v1.0.2 // indirect
 	go.opencensus.io v0.24.0 // indirect
 	go.opentelemetry.io/auto/sdk v1.1.0 // indirect
-	go.opentelemetry.io/contrib/detectors/gcp v1.34.0 // indirect
-	go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.59.0 // indirect
-	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.59.0 // indirect
-	go.opentelemetry.io/otel v1.34.0 // indirect
-	go.opentelemetry.io/otel/metric v1.34.0 // indirect
-	go.opentelemetry.io/otel/sdk v1.34.0 // indirect
-	go.opentelemetry.io/otel/sdk/metric v1.34.0 // indirect
-	go.opentelemetry.io/otel/trace v1.34.0 // indirect
-	golang.org/x/crypto v0.32.0 // indirect
-	golang.org/x/exp v0.0.0-20231006140011-7918f672742d // indirect
-	golang.org/x/mod v0.20.0 // indirect
-	golang.org/x/net v0.34.0 // indirect
-	golang.org/x/oauth2 v0.25.0 // indirect
-	golang.org/x/sync v0.10.0 // indirect
-	golang.org/x/sys v0.29.0 // indirect
-	golang.org/x/text v0.21.0 // indirect
-	golang.org/x/time v0.9.0 // indirect
-	golang.org/x/tools v0.24.0 // indirect
+	go.opentelemetry.io/contrib/detectors/gcp v1.35.0 // indirect
+	go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.60.0 // indirect
+	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.60.0 // indirect
+	go.opentelemetry.io/otel v1.35.0 // indirect
+	go.opentelemetry.io/otel/metric v1.35.0 // indirect
+	go.opentelemetry.io/otel/sdk v1.35.0 // indirect
+	go.opentelemetry.io/otel/sdk/metric v1.35.0 // indirect
+	go.opentelemetry.io/otel/trace v1.35.0 // indirect
+	golang.org/x/crypto v0.37.0 // indirect
+	golang.org/x/exp v0.0.0-20240719175910-8a7402abbf56 // indirect
+	golang.org/x/mod v0.23.0 // indirect
+	golang.org/x/net v0.39.0 // indirect
+	golang.org/x/oauth2 v0.30.0 // indirect
+	golang.org/x/sync v0.14.0 // indirect
+	golang.org/x/sys v0.32.0 // indirect
+	golang.org/x/text v0.24.0 // indirect
+	golang.org/x/time v0.11.0 // indirect
+	golang.org/x/tools v0.30.0 // indirect
 	golang.org/x/xerrors v0.0.0-20240903120638-7835f813f4da // indirect
-	google.golang.org/genproto v0.0.0-20250115164207-1a7da9e5054f // indirect
-	google.golang.org/genproto/googleapis/api v0.0.0-20250115164207-1a7da9e5054f // indirect
+	google.golang.org/genproto v0.0.0-20250303144028-a0af3efb3deb // indirect
+	google.golang.org/genproto/googleapis/api v0.0.0-20250505200425-f936aa4a68b2 // indirect
 )