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# Integrate Online Boutique with Google Cloud Operations
By default, [Google Cloud Operations](https://cloud.google.com/products/operations) instrumentation is **turned off** for Online Boutique deployments. This includes Monitoring (Stats), Tracing, and Profiler. This means that even if you're running this app on [GKE](https://cloud.google.com/kubernetes-engine), traces (for example) will not be exported to [Google Cloud Trace](https://cloud.google.com/trace).
If you want to re-enable Google Cloud Operations instrumentation, the easiest way is to enable the included kustomize module, which enables traces, metrics, and adds a deployment of the [Open Telemetry Collector](https://opentelemetry.io/docs/collector/) to gather the traces and metrics and forward them to the appropriate Google Cloud backend.
From the `kustomize/` folder at the root level of this repository, execute this command:
```bash
kustomize edit add component components/google-cloud-operations
```
This will update the `kustomize/kustomization.yaml` file which could be similar to:
```yaml
apiVersion: kustomize.config.k8s.io/v1beta1
kind: Kustomization
resources:
- base
components:
- components/google-cloud-operations
```
You can locally render these manifests by running `kubectl kustomize .` as well as deploying them by running `kubectl apply -k .`.
You will also need to make sure that you have the associated Google APIs enabled in your Google Cloud project:
```bash
PROJECT_ID=<your-gcp-project-id>
gcloud services enable \
monitoring.googleapis.com \
cloudtrace.googleapis.com \
cloudprofiler.googleapis.com \
--project ${PROJECT_ID}
```
In addition to that, you will need to grant the following IAM roles associated to your Google Service Account (GSA):
```bash
PROJECT_ID=<your-gcp-project-id>
GSA_NAME=<your-gsa>
gcloud projects add-iam-policy-binding ${PROJECT_ID} \
--member "serviceAccount:${GSA_NAME}@${PROJECT_ID}.iam.gserviceaccount.com" \
--role roles/cloudtrace.agent
gcloud projects add-iam-policy-binding ${PROJECT_ID} \
--member "serviceAccount:${GSA_NAME}@${PROJECT_ID}.iam.gserviceaccount.com" \
--role roles/monitoring.metricWriter
gcloud projects add-iam-policy-binding ${PROJECT_ID} \
--member "serviceAccount:${GSA_NAME}@${PROJECT_ID}.iam.gserviceaccount.com" \
--role roles/cloudprofiler.agent
```
**Note**
Currently only trace is supported. Support for metrics, and more is coming soon.
## Changes
When enabling this kustomize module, most services will be patched with a configuration similar to the following:
```yaml
apiVersion: apps/v1
kind: Deployment
metadata:
name: productcatalogservice
spec:
template:
spec:
containers:
- name: server
env:
- name: COLLECTOR_SERVICE_ADDR
value: "opentelemetrycollector:4317"
- name: ENABLE_STATS
value: "1"
- name: ENABLE_TRACING
value: "1"
```
This patch sets environment variables to enable export of stats and tracing, as well as a variable to tell the service how to reach the new collector deployment.
## OpenTelemetry Collector
Currently, this component adds a single collector service which collects traces and metrics from individual services and forwards them to the appropriate Google Cloud backend.
![Collector Architecture Diagram](collector-model.png)
If you wish to experiment with different backends, you can modify the appropriate lines in [otel-collector.yaml](otel-collector.yaml) to export traces or metrics to a different backend. See the [OpenTelemetry docs](https://opentelemetry.io/docs/collector/configuration/) for more details.
## Workload Identity
If you are running this sample on GKE, your GKE cluster may be configured to use [Workload Identity](https://cloud.google.com/kubernetes-engine/docs/how-to/workload-identity) to manage access to Google Cloud APIs (like Cloud Trace). If this is the case, you may not see traces properly exported, or may see an error message like `failed to export to Google Cloud Trace: rpc error: code = PermissionDenied desc = The caller does not have permission` logged by your `opentelemetrycollector` Pod(s). In order to export traces with such a setup, you need to associate the Kubernetes [ServiceAccount](https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/) (`default/default`) with your [default compute service account](https://cloud.google.com/compute/docs/access/service-accounts#default_service_account) on Google Cloud (or a custom Google Cloud service account you may create for this purpose).
* To get the email address associated with your Google service account, check in the IAM section of the Cloud Console. Or run the following command in your terminal:
```bash
gcloud iam service-accounts list
```
* Then, allow the Kubernetes service account to act as your Google service account with the following command (using your own `PROJECT_ID` and the `GSA_EMAIL` you found in the previous step):
```bash
gcloud iam service-accounts add-iam-policy-binding ${GSA_EMAIL} \
--role roles/iam.workloadIdentityUser \
--member "serviceAccount:${PROJECT_ID}.svc.id.goog[default/default]"
```
* Annotate your Kubernetes service account (`default/default` for the `default` namespace) to use the Google IAM service account:
```bash
kubectl annotate serviceaccount default \
iam.gke.io/gcp-service-account=${GSA_EMAIL}
```
* Finally, restart your `opentelemetrycollector` deployment to reflect the new settings:
```bash
kubectl rollout restart deployment opentelemetrycollector
```
When the new Pod rolls out, you should start to see traces appear in the cloud console.

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# Copyright 2022 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.
apiVersion: kustomize.config.k8s.io/v1alpha1
kind: Component
resources:
- otel-collector.yaml
patches:
# adservice - not yet implemented
# checkoutservice - tracing, profiler
- patch: |-
apiVersion: apps/v1
kind: Deployment
metadata:
name: checkoutservice
spec:
template:
spec:
containers:
- name: server
env:
- name: COLLECTOR_SERVICE_ADDR
value: "opentelemetrycollector:4317"
- name: OTEL_SERVICE_NAME
value: "checkoutservice"
- name: ENABLE_TRACING
value: "1"
- name: ENABLE_PROFILER
value: "1"
# currencyservice - tracing, profiler
- patch: |-
apiVersion: apps/v1
kind: Deployment
metadata:
name: currencyservice
spec:
template:
spec:
containers:
- name: server
env:
- name: COLLECTOR_SERVICE_ADDR
value: "opentelemetrycollector:4317"
- name: OTEL_SERVICE_NAME
value: "currencyservice"
- name: ENABLE_TRACING
value: "1"
- name: DISABLE_PROFILER
$patch: delete
# emailservice - tracing, profiler
- patch: |-
apiVersion: apps/v1
kind: Deployment
metadata:
name: emailservice
spec:
template:
spec:
containers:
- name: server
env:
- name: COLLECTOR_SERVICE_ADDR
value: "opentelemetrycollector:4317"
- name: OTEL_SERVICE_NAME
value: "emailservice"
- name: ENABLE_TRACING
value: "1"
- name: DISABLE_PROFILER
$patch: delete
# frontend - tracing, profiler
- patch: |-
apiVersion: apps/v1
kind: Deployment
metadata:
name: frontend
spec:
template:
spec:
containers:
- name: server
env:
- name: ENABLE_TRACING
value: "1"
- name: COLLECTOR_SERVICE_ADDR
value: "opentelemetrycollector:4317"
- name: OTEL_SERVICE_NAME
value: "frontend"
- name: ENABLE_PROFILER
value: "1"
# paymentservice - tracing, profiler
- patch: |-
apiVersion: apps/v1
kind: Deployment
metadata:
name: paymentservice
spec:
template:
spec:
containers:
- name: server
env:
- name: COLLECTOR_SERVICE_ADDR
value: "opentelemetrycollector:4317"
- name: OTEL_SERVICE_NAME
value: "paymentservice"
- name: ENABLE_TRACING
value: "1"
- name: DISABLE_PROFILER
$patch: delete
# productcatalogservice - tracing, profiler
- patch: |-
apiVersion: apps/v1
kind: Deployment
metadata:
name: productcatalogservice
spec:
template:
spec:
containers:
- name: server
env:
- name: COLLECTOR_SERVICE_ADDR
value: "opentelemetrycollector:4317"
- name: OTEL_SERVICE_NAME
value: "productcatalogservice"
- name: ENABLE_TRACING
value: "1"
- name: DISABLE_PROFILER
value: "1"
# recommendationservice - tracing, profiler
- patch: |-
apiVersion: apps/v1
kind: Deployment
metadata:
name: recommendationservice
spec:
template:
spec:
containers:
- name: server
env:
- name: COLLECTOR_SERVICE_ADDR
value: "opentelemetrycollector:4317"
- name: OTEL_SERVICE_NAME
value: "recommendationservice"
- name: ENABLE_TRACING
value: "1"
- name: DISABLE_PROFILER
$patch: delete
# shippingservice - stats, tracing, profiler
- patch: |-
apiVersion: apps/v1
kind: Deployment
metadata:
name: shippingservice
spec:
template:
spec:
containers:
- name: server
env:
- name: DISABLE_PROFILER
$patch: delete

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# Copyright 2022 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.
---
apiVersion: apps/v1
kind: Deployment
metadata:
name: opentelemetrycollector
spec:
replicas: 1
selector:
matchLabels:
app: opentelemetrycollector
template:
metadata:
labels:
app: opentelemetrycollector
spec:
securityContext:
fsGroup: 1000
runAsGroup: 1000
runAsNonRoot: true
runAsUser: 1000
# Init container retrieves the current cloud project id from the metadata server
# and inserts it into the collector config template
# https://cloud.google.com/compute/docs/storing-retrieving-metadata
initContainers:
- name: otel-gateway-init
securityContext:
allowPrivilegeEscalation: false
capabilities:
drop:
- ALL
privileged: false
readOnlyRootFilesystem: true
image: busybox:latest@sha256:e226d6308690dbe282443c8c7e57365c96b5228f0fe7f40731b5d84d37a06839
command:
- '/bin/sh'
- '-c'
- |
sed "s/{{PROJECT_ID}}/$(curl -H 'Metadata-Flavor: Google' http://metadata.google.internal/computeMetadata/v1/project/project-id)/" /template/collector-gateway-config-template.yaml >> /conf/collector-gateway-config.yaml
volumeMounts:
- name: collector-gateway-config-template
mountPath: /template
- name: collector-gateway-config
mountPath: /conf
containers:
# This gateway container will receive traces and metrics from each microservice
# and forward it to GCP
- name: otel-gateway
securityContext:
allowPrivilegeEscalation: false
capabilities:
drop:
- ALL
privileged: false
readOnlyRootFilesystem: true
args:
- --config=/conf/collector-gateway-config.yaml
image: otel/opentelemetry-collector-contrib:0.144.0@sha256:213886eb6407af91b87fa47551c3632be1a6419ff3a5114ef1e6fc364628496f
volumeMounts:
- name: collector-gateway-config
mountPath: /conf
volumes:
# Simple ConfigMap volume with template file
- name: collector-gateway-config-template
configMap:
items:
- key: collector-gateway-config-template.yaml
path: collector-gateway-config-template.yaml
name: collector-gateway-config-template
# Create a volume to store the expanded template (with correct cloud project ID)
- name: collector-gateway-config
emptyDir: {}
---
apiVersion: v1
kind: Service
metadata:
name: opentelemetrycollector
spec:
ports:
- name: grpc-otlp
port: 4317
protocol: TCP
targetPort: 4317
selector:
app: opentelemetrycollector
type: ClusterIP
---
apiVersion: v1
kind: ConfigMap
metadata:
name: collector-gateway-config-template
# Open Telemetry Collector config
# https://opentelemetry.io/docs/collector/configuration/
data:
collector-gateway-config-template.yaml: |
receivers:
otlp:
protocols:
grpc:
processors:
exporters:
googlecloud:
project: {{PROJECT_ID}}
service:
pipelines:
traces:
receivers: [otlp] # Receive otlp-formatted data from other collector instances
processors: []
exporters: [googlecloud] # Export traces directly to Google Cloud
metrics:
receivers: [otlp]
processors: []
exporters: [googlecloud] # Export metrics to Google Cloud