Repository: GoogleCloudPlatform/opentelemetry-operations-go
Pull request #552 (2022-12-21 19:36:00)

Add cloud functions e2e test
This is split into 3 commits:

### Fix detector

The detector was incorrectly detecting the cloud run platform instead of the cloud functions platform.  This is because cloud functions v2 is implemented on top of cloud run.  This commit makes the detector check for cloud functions first to fix this issue.

### Reorganize e2e-test-server

This commit splits the scenario handler into its own folder.  This way, environment variables like `SUBSCRIPTION_MODE` are only checked when using the push/pull server, and don't cause cloud functions tests to fail.

### Add cloud functions test

A few problems I ran into while getting this to work:

* The function entrypoint must be at the root of the "project".  This means we can't just zip up the entire repo and use it as our function.
* If we zip up the cloud functions directory as-is, it will try to fetch dependencies from the internet, including other modules in this repo (like the trace exporter!).  It doesn't have access to or understand replace statements.

To solve these, we `go mod vendor` the dependencies into the same directory as our cloud function, which copies the files from elsewhere in our repo.  We also `zip -r` to ensure the vendor directory is also zipped.


dashpole: /gcbrun
codecov[bot]: # [Codecov](https://codecov.io/gh/GoogleCloudPlatform/opentelemetry-operations-go/pull/552?src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=GoogleCloudPlatform) Report
> Merging [#552](https://codecov.io/gh/GoogleCloudPlatform/opentelemetry-operations-go/pull/552?src=pr&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=GoogleCloudPlatform) (3f5c644) into [main](https://codecov.io/gh/GoogleCloudPlatform/opentelemetry-operations-go/commit/771e067e402c1b5387cdbea0f2abb57777c41983?el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=GoogleCloudPlatform) (771e067) will **increase** coverage by `0.09%`.
> The diff coverage is `n/a`.

```diff
@@            Coverage Diff             @@
##             main     #552      +/-   ##
==========================================
+ Coverage   64.06%   64.15%   +0.09%     
==========================================
  Files          37       37              
  Lines        4182     4182              
==========================================
+ Hits         2679     2683       +4     
+ Misses       1390     1386       -4     
  Partials      113      113              
```


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|---|---|---|
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Patch:
diff --git a/detectors/gcp/detector.go b/detectors/gcp/detector.go
index 9d6198e..16bd453 100644
--- a/detectors/gcp/detector.go
+++ b/detectors/gcp/detector.go
@@ -46,10 +46,10 @@ func (d *Detector) CloudPlatform() Platform {
 	switch {
 	case d.onGKE():
 		return GKE
-	case d.onCloudRun():
-		return CloudRun
 	case d.onCloudFunctions():
 		return CloudFunctions
+	case d.onCloudRun():
+		return CloudRun
 	case d.onAppEngineStandard():
 		return AppEngineStandard
 	case d.onAppEngine():
diff --git a/exporter/collector/config.go b/exporter/collector/config.go
index 62b8218..d438927 100644
--- a/exporter/collector/config.go
+++ b/exporter/collector/config.go
@@ -96,7 +96,10 @@ type MetricConfig struct {
 	// exporter. It allows overriding the function used to map otel resource to
 	// monitored resource.
 	MapMonitoredResource func(pcommon.Resource) *monitoredrespb.MonitoredResource
-	Prefix               string `mapstructure:"prefix"`
+	// ExtraMetrics is an extension point for exporters to add to the set
+	// of ResourceMetrics during a call to PushMetrics.
+	ExtraMetrics func(pmetric.Metrics) pmetric.ResourceMetricsSlice
+	Prefix       string `mapstructure:"prefix"`
 	// KnownDomains contains a list of prefixes. If a metric already has one
 	// of these prefixes, the prefix is not added.
 	KnownDomains []string `mapstructure:"known_domains"`
diff --git a/exporter/collector/googlemanagedprometheus/extra_metrics.go b/exporter/collector/googlemanagedprometheus/extra_metrics.go
new file mode 100644
index 0000000..35ef3d2
--- /dev/null
+++ b/exporter/collector/googlemanagedprometheus/extra_metrics.go
@@ -0,0 +1,63 @@
+// Copyright 2023 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//      https://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package googlemanagedprometheus
+
+import (
+	"go.opentelemetry.io/collector/pdata/pcommon"
+	"go.opentelemetry.io/collector/pdata/pmetric"
+)
+
+// AddTargetInfo extracts the target_info metric from each ResourceMetric associated with the input pmetric.Metrics
+// and inserts it into each ScopeMetric for that resource, as specified in
+// https://github.com/open-telemetry/opentelemetry-specification/blob/v1.16.0/specification/compatibility/prometheus_and_openmetrics.md#resource-attributes-1
+func AddTargetInfo(m pmetric.Metrics) pmetric.ResourceMetricsSlice {
+	// initialize a new ResourceMetricSlice, which will hold our target_info metrics for each RM/Scope
+	resourceMetricSlice := pmetric.NewResourceMetricsSlice()
+	rms := m.ResourceMetrics()
+	// loop over input (original) resource metrics
+	for i := 0; i < rms.Len(); i++ {
+		rm := rms.At(i)
+
+		// copy the Resource to a new ResourceMetric in our target_info slice, so we don't lose its attributes
+		rm.Resource().CopyTo(resourceMetricSlice.AppendEmpty().Resource())
+
+		// create the target_info metric as a Gauge with value 1
+		targetInfoMetric := resourceMetricSlice.At(i).ScopeMetrics().AppendEmpty().Metrics().AppendEmpty()
+		targetInfoMetric.SetName("target_info")
+
+		dataPoint := targetInfoMetric.SetEmptyGauge().DataPoints().AppendEmpty()
+		dataPoint.SetIntValue(1)
+
+		// copy Resource attributes to the metric except for attributes which will already be present in the MonitoredResource labels
+		rm.Resource().Attributes().Range(func(k string, v pcommon.Value) bool {
+			if !isSpecialAttribute(k) {
+				dataPoint.Attributes().PutStr(k, v.AsString())
+			}
+			return true
+		})
+	}
+	return resourceMetricSlice
+}
+
+func isSpecialAttribute(attributeKey string) bool {
+	for _, keys := range promTargetKeys {
+		for _, specialKey := range keys {
+			if attributeKey == specialKey {
+				return true
+			}
+		}
+	}
+	return false
+}
diff --git a/exporter/collector/googlemanagedprometheus/monitoredresource.go b/exporter/collector/googlemanagedprometheus/monitoredresource.go
index 93f5131..9d8666a 100644
--- a/exporter/collector/googlemanagedprometheus/monitoredresource.go
+++ b/exporter/collector/googlemanagedprometheus/monitoredresource.go
@@ -26,28 +26,42 @@ const (
 	// replicate that behavior in the collector, we expect these labels
 	// to be moved from metric labels to resource labels using the groupbyattrs
 	// processor. If these resource labels are present, use them to set the MR.
-	locationLabel  = "location"
-	clusterLabel   = "cluster"
-	namespaceLabel = "namespace"
+	locationLabel         = "location"
+	clusterLabel          = "cluster"
+	namespaceLabel        = "namespace"
+	jobLabel              = "job"
+	serviceNamespaceLabel = "service_namespace"
+	instanceLabel         = "instance"
 )
 
+// promTargetKeys are attribute keys which are used in the prometheus_target monitored resource.
+// It is also used by GMP to exclude these keys from the target_info metric.
+var promTargetKeys = map[string][]string{
+	locationLabel:         {locationLabel, semconv.AttributeCloudAvailabilityZone, semconv.AttributeCloudRegion},
+	clusterLabel:          {clusterLabel, semconv.AttributeK8SClusterName},
+	namespaceLabel:        {namespaceLabel, semconv.AttributeK8SNamespaceName},
+	jobLabel:              {semconv.AttributeServiceName},
+	serviceNamespaceLabel: {semconv.AttributeServiceNamespace},
+	instanceLabel:         {semconv.AttributeServiceInstanceID},
+}
+
 func MapToPrometheusTarget(res pcommon.Resource) *monitoredrespb.MonitoredResource {
 	attrs := res.Attributes()
 	// Prepend namespace if it exists to match what is specified in
 	// https://github.com/open-telemetry/opentelemetry-specification/blob/main/specification/metrics/datamodel.md#resource-attributes-1
-	job := getStringOrEmpty(attrs, semconv.AttributeServiceName)
-	serviceNamespace := getStringOrEmpty(attrs, semconv.AttributeServiceNamespace)
+	job := getStringOrEmpty(attrs, promTargetKeys[jobLabel]...)
+	serviceNamespace := getStringOrEmpty(attrs, promTargetKeys[serviceNamespaceLabel]...)
 	if serviceNamespace != "" {
 		job = serviceNamespace + "/" + job
 	}
 	return &monitoredrespb.MonitoredResource{
 		Type: "prometheus_target",
 		Labels: map[string]string{
-			"location":  getStringOrEmpty(attrs, locationLabel, semconv.AttributeCloudAvailabilityZone, semconv.AttributeCloudRegion),
-			"cluster":   getStringOrEmpty(attrs, clusterLabel, semconv.AttributeK8SClusterName),
-			"namespace": getStringOrEmpty(attrs, namespaceLabel, semconv.AttributeK8SNamespaceName),
-			"job":       job,
-			"instance":  getStringOrEmpty(attrs, semconv.AttributeServiceInstanceID),
+			locationLabel:  getStringOrEmpty(attrs, promTargetKeys[locationLabel]...),
+			clusterLabel:   getStringOrEmpty(attrs, promTargetKeys[clusterLabel]...),
+			namespaceLabel: getStringOrEmpty(attrs, promTargetKeys[namespaceLabel]...),
+			jobLabel:       job,
+			instanceLabel:  getStringOrEmpty(attrs, promTargetKeys[instanceLabel]...),
 		},
 	}
 }
diff --git a/exporter/collector/metrics.go b/exporter/collector/metrics.go
index cca6eee..19a8333 100644
--- a/exporter/collector/metrics.go
+++ b/exporter/collector/metrics.go
@@ -191,6 +191,15 @@ func (me *MetricsExporter) PushMetrics(ctx context.Context, m pmetric.Metrics) e
 	// separate request later.
 	pendingTimeSeries := map[string][]*monitoringpb.TimeSeries{}
 	rms := m.ResourceMetrics()
+
+	// add extra metrics from the ExtraMetrics() extension point, combine into a new copy
+	if me.cfg.MetricConfig.ExtraMetrics != nil {
+		extraResourceMetrics := me.cfg.MetricConfig.ExtraMetrics(m)
+		rms = pmetric.NewResourceMetricsSlice()
+		m.ResourceMetrics().CopyTo(rms)
+		extraResourceMetrics.MoveAndAppendTo(rms)
+	}
+
 	for i := 0; i < rms.Len(); i++ {
 		rm := rms.At(i)
 		monitoredResource := me.cfg.MetricConfig.MapMonitoredResource(rm.Resource())
@@ -234,6 +243,7 @@ func (me *MetricsExporter) PushMetrics(ctx context.Context, m pmetric.Metrics) e
 			}
 		}
 	}
+
 	var errs []error
 	// timeseries for each project are batched and exported separately
 	for projectID, projectTS := range pendingTimeSeries {


Test patch:
diff --git a/cloudbuild-e2e-cloud-functions-gen2.yaml b/cloudbuild-e2e-cloud-functions-gen2.yaml
new file mode 100644
index 0000000..152cb9f
--- /dev/null
+++ b/cloudbuild-e2e-cloud-functions-gen2.yaml
@@ -0,0 +1,43 @@
+# Copyright 2023 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+steps:
+  # Vendor dependencies, and zip the code.
+  - name: golang:1.18
+    id: zip-code
+    entrypoint: /bin/bash
+    args:
+      - '-c'
+      - |
+         apt-get update && \
+         apt-get install zip --assume-yes && \
+         cd e2e-test-server/cloud_functions/ && \
+         go mod vendor && \
+         zip -r function-source *
+
+  # Run the test
+  - name: $_TEST_RUNNER_IMAGE
+    id: run-tests-cloudfunction
+    dir: /
+    env: ["PROJECT_ID=$PROJECT_ID"]
+    args:
+      - cloud-functions-gen2
+      - --runtime=go118
+      - --functionsource=/workspace/e2e-test-server/cloud_functions/function-source.zip
+      - --entrypoint=HandleCloudFunction
+
+logsBucket: gs://opentelemetry-ops-e2e-cloud-build-logs
+substitutions:
+  _TEST_RUNNER_IMAGE: gcr.io/${PROJECT_ID}/opentelemetry-operations-e2e-testing:0.16.0
+  _TEST_SERVER_IMAGE: gcr.io/${PROJECT_ID}/opentelemetry-operations-go-e2e-test-server:${SHORT_SHA}
diff --git a/e2e-test-server/Dockerfile b/e2e-test-server/Dockerfile
index f61dedb..680d613 100644
--- a/e2e-test-server/Dockerfile
+++ b/e2e-test-server/Dockerfile
@@ -28,6 +28,7 @@ RUN go mod download
 
 # Copy the go source
 COPY e2e-test-server/app.go ./
+COPY e2e-test-server/scenarios/ scenarios/
 COPY e2e-test-server/endtoendserver/ endtoendserver/
 
 # Build
diff --git a/e2e-test-server/cloud_functions/cloud_functions.go b/e2e-test-server/cloud_functions/cloud_functions.go
new file mode 100644
index 0000000..e8b0c52
--- /dev/null
+++ b/e2e-test-server/cloud_functions/cloud_functions.go
@@ -0,0 +1,65 @@
+// Copyright 2023 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package cloudfunctions
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"log"
+	"os"
+
+	"cloud.google.com/go/pubsub"
+	// funcframework is required to make this build on cloud functions.  See
+	// https://github.com/GoogleCloudPlatform/functions-framework-go/issues/78
+	_ "github.com/GoogleCloudPlatform/functions-framework-go/funcframework"
+	"github.com/GoogleCloudPlatform/functions-framework-go/functions"
+	"github.com/cloudevents/sdk-go/v2/event"
+
+	"github.com/GoogleCloudPlatform/opentelemetry-operations-go/e2e-test-server/scenarios"
+)
+
+var projectID string
+
+func init() {
+	// Register a CloudEvent function with the Functions Framework
+	functions.CloudEvent("HandleCloudFunction", handleCloudFunction)
+	projectID = os.Getenv("PROJECT_ID")
+	if projectID == "" {
+		log.Fatalf("environment variable PROJECT_ID must be set")
+	}
+}
+
+// PubSubMessage is the payload of a Pub/Sub event.
+type PubSubMessage struct {
+	Message struct {
+		Attributes map[string]string `json:"attributes,omitempty"`
+	} `json:"message"`
+}
+
+// handleCloudFunction accepts and handles a CloudEvent object. It decodes the
+// pubsub message contained within the event and handles it.
+func handleCloudFunction(ctx context.Context, e event.Event) error {
+	var m PubSubMessage
+	if err := json.Unmarshal(e.Data(), &m); err != nil {
+		return fmt.Errorf("json.Unmarshal: %w", err)
+	}
+	pubsubClient, err := pubsub.NewClient(context.Background(), projectID)
+	if err != nil {
+		return fmt.Errorf("error creating pubsub client: %v", err)
+	}
+	defer pubsubClient.Close()
+	return scenarios.HandleMessage(ctx, pubsubClient, m.Message.Attributes)
+}
diff --git a/e2e-test-server/cloud_functions/go.mod b/e2e-test-server/cloud_functions/go.mod
new file mode 100644
index 0000000..e285102
--- /dev/null
+++ b/e2e-test-server/cloud_functions/go.mod
@@ -0,0 +1,61 @@
+module github.com/GoogleCloudPlatform/opentelemetry-operations-go/e2e-test-server/cloudfunctions
+
+go 1.18
+
+require (
+	cloud.google.com/go/pubsub v1.28.0
+	github.com/GoogleCloudPlatform/functions-framework-go v1.6.1
+	github.com/GoogleCloudPlatform/opentelemetry-operations-go/e2e-test-server v0.0.0-00010101000000-000000000000
+	github.com/cloudevents/sdk-go/v2 v2.13.0
+)
+
+require (
+	cloud.google.com/go v0.105.0 // indirect
+	cloud.google.com/go/compute v1.13.0 // indirect
+	cloud.google.com/go/compute/metadata v0.2.2 // indirect
+	cloud.google.com/go/functions v1.9.0 // indirect
+	cloud.google.com/go/iam v0.8.0 // indirect
+	cloud.google.com/go/trace v1.4.0 // indirect
+	github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v0.34.2 // indirect
+	github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/trace v1.10.2 // indirect
+	github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/resourcemapping v0.34.2 // indirect
+	github.com/go-logr/logr v1.2.3 // indirect
+	github.com/go-logr/stdr v1.2.2 // indirect
+	github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da // indirect
+	github.com/golang/protobuf v1.5.2 // indirect
+	github.com/google/go-cmp v0.5.9 // indirect
+	github.com/google/uuid v1.3.0 // indirect
+	github.com/googleapis/enterprise-certificate-proxy v0.2.0 // indirect
+	github.com/googleapis/gax-go/v2 v2.7.0 // indirect
+	github.com/json-iterator/go v1.1.10 // indirect
+	github.com/modern-go/concurrent v0.0.0-20180228061459-e0a39a4cb421 // indirect
+	github.com/modern-go/reflect2 v0.0.0-20180701023420-4b7aa43c6742 // indirect
+	go.opencensus.io v0.24.0 // indirect
+	go.opentelemetry.io/contrib/detectors/gcp v1.12.0 // indirect
+	go.opentelemetry.io/otel v1.11.2 // indirect
+	go.opentelemetry.io/otel/sdk v1.11.2 // indirect
+	go.opentelemetry.io/otel/trace v1.11.2 // indirect
+	go.uber.org/atomic v1.10.0 // indirect
+	go.uber.org/multierr v1.8.0 // indirect
+	go.uber.org/zap v1.10.0 // indirect
+	golang.org/x/net v0.0.0-20221017152216-f25eb7ecb193 // indirect
+	golang.org/x/oauth2 v0.0.0-20221014153046-6fdb5e3db783 // indirect
+	golang.org/x/sync v0.1.0 // indirect
+	golang.org/x/sys v0.1.0 // indirect
+	golang.org/x/text v0.4.0 // indirect
+	google.golang.org/api v0.103.0 // indirect
+	google.golang.org/appengine v1.6.7 // indirect
+	google.golang.org/genproto v0.0.0-20230110181048-76db0878b65f // indirect
+	google.golang.org/grpc v1.51.0 // indirect
+	google.golang.org/protobuf v1.28.1 // indirect
+)
+
+replace github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/trace => ../../exporter/trace
+
+replace github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/resourcemapping => ../../internal/resourcemapping
+
+replace github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp => ../../detectors/gcp
+
+replace github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/cloudmock => ../../internal/cloudmock
+
+replace github.com/GoogleCloudPlatform/opentelemetry-operations-go/e2e-test-server => ./..
diff --git a/e2e-test-server/cloud_functions/go.sum b/e2e-test-server/cloud_functions/go.sum
new file mode 100644
index 0000000..e544f22
--- /dev/null
+++ b/e2e-test-server/cloud_functions/go.sum
@@ -0,0 +1,640 @@
+cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
+cloud.google.com/go v0.34.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
+cloud.google.com/go v0.38.0/go.mod h1:990N+gfupTy94rShfmMCWGDn0LpTmnzTp2qbd1dvSRU=
+cloud.google.com/go v0.44.1/go.mod h1:iSa0KzasP4Uvy3f1mN/7PiObzGgflwredwwASm/v6AU=
+cloud.google.com/go v0.44.2/go.mod h1:60680Gw3Yr4ikxnPRS/oxxkBccT6SA1yMk63TGekxKY=
+cloud.google.com/go v0.45.1/go.mod h1:RpBamKRgapWJb87xiFSdk4g1CME7QZg3uwTez+TSTjc=
+cloud.google.com/go v0.46.3/go.mod h1:a6bKKbmY7er1mI7TEI4lsAkts/mkhTSZK8w33B4RAg0=
+cloud.google.com/go v0.50.0/go.mod h1:r9sluTvynVuxRIOHXQEHMFffphuXHOMZMycpNR5e6To=
+cloud.google.com/go v0.52.0/go.mod h1:pXajvRH/6o3+F9jDHZWQ5PbGhn+o8w9qiu/CffaVdO4=
+cloud.google.com/go v0.53.0/go.mod h1:fp/UouUEsRkN6ryDKNW/Upv/JBKnv6WDthjR6+vze6M=
+cloud.google.com/go v0.54.0/go.mod h1:1rq2OEkV3YMf6n/9ZvGWI3GWw0VoqH/1x2nd8Is/bPc=
+cloud.google.com/go v0.56.0/go.mod h1:jr7tqZxxKOVYizybht9+26Z/gUq7tiRzu+ACVAMbKVk=
+cloud.google.com/go v0.57.0/go.mod h1:oXiQ6Rzq3RAkkY7N6t3TcE6jE+CIBBbA36lwQ1JyzZs=
+cloud.google.com/go v0.62.0/go.mod h1:jmCYTdRCQuc1PHIIJ/maLInMho30T/Y0M4hTdTShOYc=
+cloud.google.com/go v0.65.0/go.mod h1:O5N8zS7uWy9vkA9vayVHs65eM1ubvY4h553ofrNHObY=
+cloud.google.com/go v0.72.0/go.mod h1:M+5Vjvlc2wnp6tjzE102Dw08nGShTscUx2nZMufOKPI=
+cloud.google.com/go v0.74.0/go.mod h1:VV1xSbzvo+9QJOxLDaJfTjx5e+MePCpCWwvftOeQmWk=
+cloud.google.com/go v0.78.0/go.mod h1:QjdrLG0uq+YwhjoVOLsS1t7TW8fs36kLs4XO5R5ECHg=
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+honnef.co/go/tools v0.0.1-2020.1.4/go.mod h1:X/FiERA/W4tHapMX5mGpAtMSVEeEUOyHaw9vFzvIQ3k=
+rsc.io/binaryregexp v0.2.0/go.mod h1:qTv7/COck+e2FymRvadv62gMdZztPaShugOCi3I+8D8=
+rsc.io/quote/v3 v3.1.0/go.mod h1:yEA65RcK8LyAZtP9Kv3t0HmxON59tX3rD+tICJqUlj0=
+rsc.io/sampler v1.3.0/go.mod h1:T1hPZKmBbMNahiBKFy5HrXp6adAjACjK9JXDnKaTXpA=
diff --git a/e2e-test-server/endtoendserver/constants.go b/e2e-test-server/endtoendserver/constants.go
index 3fd02e2..38fdb0f 100644
--- a/e2e-test-server/endtoendserver/constants.go
+++ b/e2e-test-server/endtoendserver/constants.go
@@ -17,25 +17,12 @@ package endtoendserver
 import (
 	"log"
 	"os"
-	"time"
-)
-
-const (
-	instrumentingModuleName = "opentelemetry-ops-e2e-test-server"
-	scenarioKey             = "scenario"
-	testIDKey               = "test_id"
-	statusCodeKey           = "status_code"
-	traceIDKey              = "trace_id"
-
-	// This is set small to reduce the latency in sending traces so that the tests finish faster.
-	traceBatchTimeout = 100 * time.Millisecond
 )
 
 var (
 	subscriptionMode        string
 	projectID               string
 	requestSubscriptionName string
-	responseTopicName       string
 	port                    string
 )
 
@@ -52,10 +39,6 @@ func init() {
 	if requestSubscriptionName == "" {
 		log.Fatalf("environment variable REQUEST_SUBSCRIPTION_NAME must be set")
 	}
-	responseTopicName = os.Getenv("RESPONSE_TOPIC_NAME")
-	if responseTopicName == "" {
-		log.Fatalf("environment variable RESPONSE_TOPIC_NAME must be set")
-	}
 	port = os.Getenv("PORT")
 	if port == "" && subscriptionMode == "push" {
 		log.Fatalf("environment variable PORT must be set for push subscription")
diff --git a/e2e-test-server/endtoendserver/pull_server.go b/e2e-test-server/endtoendserver/pull_server.go
index bc622ce..33982ca 100644
--- a/e2e-test-server/endtoendserver/pull_server.go
+++ b/e2e-test-server/endtoendserver/pull_server.go
@@ -19,6 +19,8 @@ import (
 	"log"
 
 	"cloud.google.com/go/pubsub"
+
+	"github.com/GoogleCloudPlatform/opentelemetry-operations-go/e2e-test-server/scenarios"
 )
 
 // pullServer is an end-to-end test service.
@@ -55,5 +57,7 @@ func (s *pullServer) Shutdown(ctx context.Context) error {
 // onReceive executes a scenario based on the incoming message from the test runner.
 func (s *pullServer) onReceive(ctx context.Context, m *pubsub.Message) {
 	defer m.Ack()
-	handleMessage(ctx, s.pubsubClient, m)
+	if err := scenarios.HandleMessage(ctx, s.pubsubClient, m.Attributes); err != nil {
+		log.Println(err)
+	}
 }
diff --git a/e2e-test-server/endtoendserver/push_server.go b/e2e-test-server/endtoendserver/push_server.go
index 3eca8ef..59c7383 100644
--- a/e2e-test-server/endtoendserver/push_server.go
+++ b/e2e-test-server/endtoendserver/push_server.go
@@ -23,6 +23,8 @@ import (
 	"net/http"
 
 	"cloud.google.com/go/pubsub"
+
+	"github.com/GoogleCloudPlatform/opentelemetry-operations-go/e2e-test-server/scenarios"
 )
 
 // pushServer is an end-to-end test service.
@@ -70,34 +72,32 @@ func (s *pushServer) Shutdown(ctx context.Context) error {
 	return pubsubErr
 }
 
-// pubSubMessage is the payload of a Pub/Sub event.
+// PubSubMessage is the payload of a Pub/Sub event.
 type PubSubMessage struct {
 	Message struct {
 		Attributes map[string]string `json:"attributes,omitempty"`
 	} `json:"message"`
 }
 
-func (p *PubSubMessage) toPubSubMessage() *pubsub.Message {
-	return &pubsub.Message{Attributes: p.Message.Attributes}
-}
-
 // handle receives and processes a Pub/Sub push message.
 func (s *pushServer) handle(w http.ResponseWriter, r *http.Request) {
 	var m PubSubMessage
 	if r.Method == "POST" {
 		body, err := io.ReadAll(r.Body)
 		if err != nil {
-			log.Printf("io.ReadAll: %v", err)
+			log.Printf("io.ReadAll: %v\n", err)
 			http.Error(w, "Bad Request", http.StatusBadRequest)
 			return
 		}
 		// byte slice unmarshalling handles base64 decoding.
 		if err := json.Unmarshal(body, &m); err != nil {
-			log.Printf("json.Unmarshal: %v", err)
+			log.Printf("json.Unmarshal: %v\n", err)
 			http.Error(w, "Bad Request", http.StatusBadRequest)
 			return
 		}
-		handleMessage(r.Context(), s.pubsubClient, m.toPubSubMessage())
+		if err := scenarios.HandleMessage(r.Context(), s.pubsubClient, m.Message.Attributes); err != nil {
+			log.Println(err)
+		}
 	}
 	// Ack the message
 	fmt.Fprint(w, "OK")
diff --git a/e2e-test-server/endtoendserver/server.go b/e2e-test-server/endtoendserver/server.go
index 9b96704..ff1b8dc 100644
--- a/e2e-test-server/endtoendserver/server.go
+++ b/e2e-test-server/endtoendserver/server.go
@@ -17,15 +17,6 @@ package endtoendserver
 import (
 	"context"
 	"fmt"
-	"log"
-	"strconv"
-
-	"cloud.google.com/go/pubsub"
-	"go.opentelemetry.io/otel/sdk/resource"
-	sdktrace "go.opentelemetry.io/otel/sdk/trace"
-	"google.golang.org/genproto/googleapis/rpc/code"
-
-	texporter "github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/trace"
 )
 
 // Server is an end-to-end test service.
@@ -45,91 +36,3 @@ func New() (Server, error) {
 		return nil, fmt.Errorf("server does not support subscription mode %v", subscriptionMode)
 	}
 }
-
-func newTracerProvider(res *resource.Resource) (*sdktrace.TracerProvider, error) {
-	exporter, err := texporter.New(texporter.WithProjectID(projectID))
-	if err != nil {
-		return nil, err
-	}
-
-	traceProvider := sdktrace.NewTracerProvider(
-		sdktrace.WithBatcher(exporter, sdktrace.WithBatchTimeout(traceBatchTimeout)),
-		sdktrace.WithResource(res))
-
-	return traceProvider, nil
-}
-
-func shutdownTraceProvider(ctx context.Context, tracerProvider *sdktrace.TracerProvider) error {
-	if err := tracerProvider.ForceFlush(ctx); err != nil {
-		return fmt.Errorf("traceProvider.ForceFlush(): %v", err)
-	}
-	if err := tracerProvider.Shutdown(ctx); err != nil {
-		return fmt.Errorf("traceProvider.Shutdown(): %v", err)
-	}
-	return nil
-}
-
-func handleMessage(ctx context.Context, client *pubsub.Client, m *pubsub.Message) {
-	testID := m.Attributes[testIDKey]
-	scenario := m.Attributes[scenarioKey]
-	if scenario == "" {
-		log.Printf("could not find required attribute %q in message %+v", scenarioKey, m)
-		err := respond(ctx, client, testID, &response{
-			statusCode: code.Code_INVALID_ARGUMENT,
-			data:       []byte(fmt.Sprintf("required %q is missing", scenarioKey)),
-		})
-		if err != nil {
-			log.Printf("could not publish response: %v", err)
-		}
-		return
-	}
-
-	handler := scenarioHandlers[scenario]
-	if handler == nil {
-		handler = &unimplementedHandler{}
-	}
-
-	tracerProvider, err := handler.tracerProvider()
-	if err != nil {
-		log.Printf("could not initialize a tracer-provider: %v", err)
-		return
-	}
-
-	req := request{
-		scenario: scenario,
-		testID:   testID,
-	}
-
-	res := handler.handle(ctx, req, tracerProvider)
-
-	if err := shutdownTraceProvider(ctx, tracerProvider); err != nil {
-		log.Printf("could not shutdown tracer-provider: %v", err)
-		if respondErr := respond(ctx, client, testID, &response{
-			statusCode: code.Code_INTERNAL,
-			data:       []byte(fmt.Sprintf("could not shutdown tracer-provider: %v", err)),
-		}); respondErr != nil {
-			log.Printf("could not publish response: %v", respondErr)
-		}
-		return
-	}
-
-	if err := respond(ctx, client, testID, res); err != nil {
-		log.Printf("could not publish response: %v", err)
-	}
-}
-
-// respond to the test runner that we finished executing the scenario by sending
-// a message to the response pubsub topic.
-func respond(ctx context.Context, client *pubsub.Client, testID string, res *response) error {
-	m := &pubsub.Message{
-		Data: res.data,
-		Attributes: map[string]string{
-			testIDKey:     testID,
-			statusCodeKey: strconv.Itoa(int(res.statusCode)),
-			traceIDKey:    res.traceID.String(),
-		},
-	}
-	publishResult := client.Topic(responseTopicName).Publish(ctx, m)
-	_, err := publishResult.Get(ctx)
-	return err
-}
diff --git a/e2e-test-server/scenarios/constants.go b/e2e-test-server/scenarios/constants.go
new file mode 100644
index 0000000..6161f33
--- /dev/null
+++ b/e2e-test-server/scenarios/constants.go
@@ -0,0 +1,48 @@
+// Copyright 2023 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package scenarios
+
+import (
+	"log"
+	"os"
+	"time"
+)
+
+const (
+	instrumentingModuleName = "opentelemetry-ops-e2e-test-server"
+	scenarioKey             = "scenario"
+	testIDKey               = "test_id"
+	statusCodeKey           = "status_code"
+	traceIDKey              = "trace_id"
+
+	// This is set small to reduce the latency in sending traces so that the tests finish faster.
+	traceBatchTimeout = 100 * time.Millisecond
+)
+
+var (
+	projectID         string
+	responseTopicName string
+)
+
+func init() {
+	projectID = os.Getenv("PROJECT_ID")
+	if projectID == "" {
+		log.Fatalf("environment variable PROJECT_ID must be set")
+	}
+	responseTopicName = os.Getenv("RESPONSE_TOPIC_NAME")
+	if responseTopicName == "" {
+		log.Fatalf("environment variable RESPONSE_TOPIC_NAME must be set")
+	}
+}
diff --git a/e2e-test-server/scenarios/handler.go b/e2e-test-server/scenarios/handler.go
new file mode 100644
index 0000000..8010043
--- /dev/null
+++ b/e2e-test-server/scenarios/handler.go
@@ -0,0 +1,116 @@
+// Copyright 2023 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package scenarios
+
+import (
+	"context"
+	"fmt"
+	"strconv"
+
+	"cloud.google.com/go/pubsub"
+	"go.opentelemetry.io/otel/sdk/resource"
+	sdktrace "go.opentelemetry.io/otel/sdk/trace"
+	"google.golang.org/genproto/googleapis/rpc/code"
+
+	texporter "github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/trace"
+)
+
+func HandleMessage(ctx context.Context, client *pubsub.Client, attributes map[string]string) error {
+	testID := attributes[testIDKey]
+	scenario := attributes[scenarioKey]
+	if scenario == "" {
+		scenarioErr := fmt.Errorf("could not find required attribute %q in attributes %+v", scenarioKey, attributes)
+		err := respond(ctx, client, testID, &response{
+			statusCode: code.Code_INVALID_ARGUMENT,
+			data:       []byte(fmt.Sprintf("required %q is missing", scenarioKey)),
+		})
+		if err != nil {
+			return fmt.Errorf("could not publish response: %v; initial err: %v", err, scenarioErr)
+		}
+		return scenarioErr
+	}
+
+	handler := scenarioHandlers[scenario]
+	if handler == nil {
+		handler = &unimplementedHandler{}
+	}
+
+	tracerProvider, err := handler.tracerProvider()
+	if err != nil {
+		return fmt.Errorf("could not initialize a tracer-provider: %v", err)
+	}
+
+	req := request{
+		scenario: scenario,
+		testID:   testID,
+	}
+
+	res := handler.handle(ctx, req, tracerProvider)
+
+	if err := shutdownTraceProvider(ctx, tracerProvider); err != nil {
+		err = fmt.Errorf("could not shutdown tracer-provider: %v", err)
+		if respondErr := respond(ctx, client, testID, &response{
+			statusCode: code.Code_INTERNAL,
+			data:       []byte(fmt.Sprintf("could not shutdown tracer-provider: %v", err)),
+		}); respondErr != nil {
+			return fmt.Errorf("could not publish response: %v; initial err: %v", respondErr, err)
+		}
+		return err
+	}
+
+	if err := respond(ctx, client, testID, res); err != nil {
+		return fmt.Errorf("could not publish response: %v", err)
+	}
+	return nil
+}
+
+// respond to the test runner that we finished executing the scenario by sending
+// a message to the response pubsub topic.
+func respond(ctx context.Context, client *pubsub.Client, testID string, res *response) error {
+	m := &pubsub.Message{
+		Data: res.data,
+		Attributes: map[string]string{
+			testIDKey:     testID,
+			statusCodeKey: strconv.Itoa(int(res.statusCode)),
+			traceIDKey:    res.traceID.String(),
+		},
+	}
+	publishResult := client.Topic(responseTopicName).Publish(ctx, m)
+	_, err := publishResult.Get(ctx)
+	return err
+}
+
+func newTracerProvider(res *resource.Resource) (*sdktrace.TracerProvider, error) {
+	exporter, err := texporter.New(texporter.WithProjectID(projectID))
+	if err != nil {
+		return nil, err
+	}
+
+	traceProvider := sdktrace.NewTracerProvider(
+		sdktrace.WithBatcher(exporter, sdktrace.WithBatchTimeout(traceBatchTimeout)),
+		sdktrace.WithResource(res))
+
+	return traceProvider, nil
+}
+
+func shutdownTraceProvider(ctx context.Context, tracerProvider *sdktrace.TracerProvider) error {
+	if err := tracerProvider.ForceFlush(ctx); err != nil {
+		return fmt.Errorf("traceProvider.ForceFlush(): %v", err)
+	}
+	if err := tracerProvider.Shutdown(ctx); err != nil {
+		return fmt.Errorf("traceProvider.Shutdown(): %v", err)
+	}
+	return nil
+}
diff --git a/e2e-test-server/endtoendserver/scenarios.go b/e2e-test-server/scenarios/scenarios.go
similarity index 98%
rename from e2e-test-server/endtoendserver/scenarios.go
rename to e2e-test-server/scenarios/scenarios.go
index f5d4814..9e8c4d4 100644
--- a/e2e-test-server/endtoendserver/scenarios.go
+++ b/e2e-test-server/scenarios/scenarios.go
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-package endtoendserver
+package scenarios
 
 import (
 	"context"
@@ -158,6 +158,7 @@ func (*detectResourceHandler) tracerProvider() (*sdktrace.TracerProvider, error)
 	if err != nil {
 		return nil, err
 	}
+	log.Printf("Detected Resource: %+v\n", res.String())
 	return newTracerProvider(res)
 }
 
diff --git a/exporter/collector/googlemanagedprometheus/extra_metrics_test.go b/exporter/collector/googlemanagedprometheus/extra_metrics_test.go
new file mode 100644
index 0000000..1aeb89e
--- /dev/null
+++ b/exporter/collector/googlemanagedprometheus/extra_metrics_test.go
@@ -0,0 +1,72 @@
+// Copyright 2023 Google LLC
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//      https://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package googlemanagedprometheus
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+	"go.opentelemetry.io/collector/pdata/pmetric"
+)
+
+func TestAddTargetInfo(t *testing.T) {
+	for _, tc := range []struct {
+		input    pmetric.Metrics
+		expected pmetric.ResourceMetricsSlice
+		name     string
+	}{
+		{
+			name: "add target info from resource metric",
+			input: func() pmetric.Metrics {
+				metrics := pmetric.NewMetrics()
+				rm := metrics.ResourceMetrics().AppendEmpty()
+
+				// foo-label should be copied to target_info, not locationLabel
+				rm.Resource().Attributes().PutStr(locationLabel, "us-east")
+				rm.Resource().Attributes().PutStr("foo-label", "bar")
+
+				// scope should not be copied to target_info
+				sm := rm.ScopeMetrics().AppendEmpty()
+				sm.Scope().SetName("myscope")
+
+				// other metrics should not be copied to target_info
+				metric := sm.Metrics().AppendEmpty()
+				metric.SetName("baz-metric")
+				metric.SetEmptyGauge().DataPoints().AppendEmpty().SetIntValue(2112)
+				return metrics
+			}(),
+			expected: func() pmetric.ResourceMetricsSlice {
+				rms := pmetric.NewResourceMetricsSlice()
+				rm := rms.AppendEmpty()
+
+				// resource attributes will be changed to a MonitoredResource on export, not in AddTargetInfo
+				// therefore they should still be present here
+				rm.Resource().Attributes().PutStr(locationLabel, "us-east")
+				rm.Resource().Attributes().PutStr("foo-label", "bar")
+				sm := rm.ScopeMetrics().AppendEmpty()
+				metric := sm.Metrics().AppendEmpty()
+				metric.SetName("target_info")
+				metric.SetEmptyGauge().DataPoints().AppendEmpty().SetIntValue(1)
+				metric.Gauge().DataPoints().At(0).Attributes().PutStr("foo-label", "bar")
+				return rms
+			}(),
+		},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			rms := AddTargetInfo(tc.input)
+			assert.EqualValues(t, tc.expected, rms)
+		})
+	}
+}
diff --git a/exporter/collector/integrationtest/testcases/testcases_metrics.go b/exporter/collector/integrationtest/testcases/testcases_metrics.go
index 4df6206..7d72044 100644
--- a/exporter/collector/integrationtest/testcases/testcases_metrics.go
+++ b/exporter/collector/integrationtest/testcases/testcases_metrics.go
@@ -133,6 +133,7 @@ var MetricsTestCases = []TestCase{
 			cfg.MetricConfig.SkipCreateMetricDescriptor = true
 			cfg.MetricConfig.GetMetricName = googlemanagedprometheus.GetMetricName
 			cfg.MetricConfig.MapMonitoredResource = googlemanagedprometheus.MapToPrometheusTarget
+			cfg.MetricConfig.ExtraMetrics = googlemanagedprometheus.AddTargetInfo
 			cfg.MetricConfig.InstrumentationLibraryLabels = false
 			cfg.MetricConfig.ServiceResourceLabels = false
 			cfg.MetricConfig.EnableSumOfSquaredDeviation = true
diff --git a/exporter/collector/integrationtest/testdata/fixtures/metrics/google_managed_prometheus_expect.json b/exporter/collector/integrationtest/testdata/fixtures/metrics/google_managed_prometheus_expect.json
index 66ba7ec..0266ea5 100644
--- a/exporter/collector/integrationtest/testdata/fixtures/metrics/google_managed_prometheus_expect.json
+++ b/exporter/collector/integrationtest/testdata/fixtures/metrics/google_managed_prometheus_expect.json
@@ -641,6 +641,42 @@
               }
             }
           ]
+        },
+        {
+          "metric": {
+            "type": "prometheus.googleapis.com/target_info/gauge",
+            "labels": {
+              "cloud_platform": "gcp_kubernetes_engine",
+              "http_scheme": "http",
+              "k8s_container_name": "rabbitmq",
+              "k8s_node_name": "10.92.5.2",
+              "k8s_pod_name": "rabbitmq-server-0",
+              "net_host_ip": "10.92.5.2",
+              "net_host_port": "15692"
+            }
+          },
+          "resource": {
+            "type": "prometheus_target",
+            "labels": {
+              "cluster": "rabbitmq-test-dev",
+              "instance": "10.92.5.2:15692",
+              "job": "demo",
+              "location": "us-central1-c",
+              "namespace": "default"
+            }
+          },
+          "metricKind": "GAUGE",
+          "valueType": "INT64",
+          "points": [
+            {
+              "interval": {
+                "endTime": "1970-01-01T00:00:00Z"
+              },
+              "value": {
+                "int64Value": "1"
+              }
+            }
+          ]
         }
       ]
     }
@@ -667,7 +703,7 @@
                   "startTime": "1970-01-01T00:00:00Z"
                 },
                 "value": {
-                  "int64Value": "19"
+                  "int64Value": "20"
                 }
               }
             ]