Deploying Apps to GCP
Deploying Apps to GCP
Welcome to Cloud Shell! Type "help" to get started.
Your Cloud Platform project in this session is set to qwiklabs-gcp-01-bb788c0cc1a1.
Use “gcloud config set project [PROJECT_ID]” to change to a different project.
student_01_5f3e8b93b23f@cloudshell:~ (qwiklabs-gcp-01-bb788c0cc1a1)$ mkdir gcp-course
student_01_5f3e8b93b23f@cloudshell:~ (qwiklabs-gcp-01-bb788c0cc1a1)$ cd gcp-course
student_01_5f3e8b93b23f@cloudshell:~/gcp-course (qwiklabs-gcp-01-bb788c0cc1a1)$ git clone https://GitHub.com/GoogleCloudPlatform/training-data-analyst.git
Cloning into 'training-data-analyst'...
remote: Enumerating objects: 64692, done.
remote: Counting objects: 100% (116/116), done.
remote: Compressing objects: 100% (68/68), done.
remote: Total 64692 (delta 60), reused 92 (delta 46), pack-reused 64576
Receiving objects: 100% (64692/64692), 698.01 MiB | 16.24 MiB/s, done.
Resolving deltas: 100% (41316/41316), done.
Updating files: 100% (12864/12864), done.
student_01_5f3e8b93b23f@cloudshell:~/gcp-course (qwiklabs-gcp-01-bb788c0cc1a1)$ cd training-data-analyst/courses/design-process/deploying-apps-to-gcp
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$ ls
Dockerfile main.py requirements.txt templates
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$ cat Dockerfile
FROM python:3.7
WORKDIR /app
COPY . .
RUN pip install gunicorn
RUN pip install -r requirements.txt
ENV PORT=8080
CMD exec gunicorn --bind :$PORT --workers 1 --threads 8 main:app
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$ docker build -t test-python .
[+] Building 33.5s (10/10) FINISHED docker:default
=> [internal] load build definition from Dockerfile 0.1s
=> => transferring dockerfile: 217B 0.0s
=> [internal] load metadata for docker.io/library/python:3.7 0.5s
=> [internal] load .dockerignore 0.0s
=> => transferring context: 2B 0.0s
=> [1/5] FROM docker.io/library/python:3.7@sha256:eedf63967cdb57d8214db38ce21f105003ed4e4d0358f02bedc057341bcf92a0 25.0s
=> => resolve docker.io/library/python:3.7@sha256:eedf63967cdb57d8214db38ce21f105003ed4e4d0358f02bedc057341bcf92a0 0.0s
=> => sha256:167b8a53ca4504bc6aa3182e336fa96f4ef76875d158c1933d3e2fa19c57e0c3 49.56MB / 49.56MB 0.9s
=> => sha256:debce5f9f3a9709885f7f2ad3cf41f036a3b57b406b27ba3a883928315787042 64.11MB / 64.11MB 1.3s
=> => sha256:2011a37d2a08fe83dd9ff923e0f83bfd7290152e2e6afe359bde1453170d9bdc 2.01kB / 2.01kB 0.0s
=> => sha256:16d93ae3411be3db255b6b52fdfc155a0dff0f697c2e4e3d862caf8d978830b2 8.13kB / 8.13kB 0.0s
=> => sha256:eedf63967cdb57d8214db38ce21f105003ed4e4d0358f02bedc057341bcf92a0 1.86kB / 1.86kB 0.0s
=> => sha256:b47a222d28fa95680198398973d0a29b82a968f03e7ef361cc8ded562e4d84a3 24.03MB / 24.03MB 0.6s
=> => sha256:1d7ca7cd2e066ae77ac6284a9d027f72a31a02a18bfc2a249ef2e7b01074338b 211.04MB / 211.04MB 4.2s
=> => sha256:ff3119008f58beef8f336fa833707b0fe914db94ca6b7bb55abe3e1bf2b1ad56 6.39MB / 6.39MB 1.3s
=> => extracting sha256:167b8a53ca4504bc6aa3182e336fa96f4ef76875d158c1933d3e2fa19c57e0c3 4.3s
=> => sha256:c2423a76a32b7ffb2ee7bb6d1e0c74bb1811237eddcb3200594daf7a52d4f378 14.70MB / 14.70MB 1.8s
=> => sha256:e1c98ca4926a91839805ce76d76a70225e303007331ee60f45dfabbbf55fd8c8 244B / 244B 1.4s
=> => sha256:3b62c8e1d79b6554a8bffcf196ff5dd822858c179f1f8dc6f0c74a288859a6fb 2.85MB / 2.85MB 1.7s
=> => extracting sha256:b47a222d28fa95680198398973d0a29b82a968f03e7ef361cc8ded562e4d84a3 1.0s
=> => extracting sha256:debce5f9f3a9709885f7f2ad3cf41f036a3b57b406b27ba3a883928315787042 4.3s
=> => extracting sha256:1d7ca7cd2e066ae77ac6284a9d027f72a31a02a18bfc2a249ef2e7b01074338b 11.4s
=> => extracting sha256:ff3119008f58beef8f336fa833707b0fe914db94ca6b7bb55abe3e1bf2b1ad56 0.4s
=> => extracting sha256:c2423a76a32b7ffb2ee7bb6d1e0c74bb1811237eddcb3200594daf7a52d4f378 0.8s
=> => extracting sha256:e1c98ca4926a91839805ce76d76a70225e303007331ee60f45dfabbbf55fd8c8 0.0s
=> => extracting sha256:3b62c8e1d79b6554a8bffcf196ff5dd822858c179f1f8dc6f0c74a288859a6fb 0.4s
=> [internal] load build context 0.0s
=> => transferring context: 1.30kB 0.0s
=> [2/5] WORKDIR /app 1.2s
=> [3/5] COPY . . 0.0s
=> [4/5] RUN pip install gunicorn 3.9s
=> [5/5] RUN pip install -r requirements.txt 2.5s
=> exporting to image 0.3s
=> => exporting layers 0.2s
=> => writing image sha256:53fe95a8af26f5c079184976d58c8475203f8451843d41f505feb14ab7580a85 0.0s
=> => naming to docker.io/library/test-python 0.0s
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$ docker build -t test-python .
[+] Building 0.1s (10/10) FINISHED docker:default
=> [internal] load build definition from Dockerfile 0.0s
=> => transferring dockerfile: 217B 0.0s
=> [internal] load metadata for docker.io/library/python:3.7 0.1s
=> [internal] load .dockerignore 0.0s
=> => transferring context: 2B 0.0s
=> [1/5] FROM docker.io/library/python:3.7@sha256:eedf63967cdb57d8214db38ce21f105003ed4e4d0358f02bedc057341bcf92a0 0.0s
=> [internal] load build context 0.0s
=> => transferring context: 204B 0.0s
=> CACHED [2/5] WORKDIR /app 0.0s
=> CACHED [3/5] COPY . . 0.0s
=> CACHED [4/5] RUN pip install gunicorn 0.0s
=> CACHED [5/5] RUN pip install -r requirements.txt 0.0s
=> exporting to image 0.0s
=> => exporting layers 0.0s
=> => writing image sha256:53fe95a8af26f5c079184976d58c8475203f8451843d41f505feb14ab7580a85 0.0s
=> => naming to docker.io/library/test-python 0.0s
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$ docker run --rm -p 8080:8080 test-python
[2024-04-16 13:47:16 +0000] [1] [INFO] Starting gunicorn 21.2.0
[2024-04-16 13:47:16 +0000] [1] [INFO] Listening at: http://0.0.0.0:8080 (1)
[2024-04-16 13:47:16 +0000] [1] [INFO] Using worker: gthread
[2024-04-16 13:47:16 +0000] [9] [INFO] Booting worker with pid: 9
Deploy to App Engine
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$ ls
app.yaml Dockerfile main.py requirements.txt templates
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$ cat app.yaml
runtime: python39student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$ cat app.yaml
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$ gcloud app create --region=us-east1--region=us-east1
You are creating an app for project [qwiklabs-gcp-01-bb788c0cc1a1].
WARNING: Creating an App Engine application for a project is irreversible and the region
cannot be changed. More information about regions is at
<https://cloud.google.com/appengine/docs/locations>.
Creating App Engine application in project [qwiklabs-gcp-01-bb788c0cc1a1] and region [us-east1]....done.
Success! The app is now created. Please use `gcloud app deploy` to deploy your first app.
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$ gcloud app deploy --version=one --quiet
Services to deploy:
descriptor: [/home/student_01_5f3e8b93b23f/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp/app.yaml]
source: [/home/student_01_5f3e8b93b23f/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp]
target project: [qwiklabs-gcp-01-bb788c0cc1a1]
target service: [default]
target version: [one]
target url: [https://qwiklabs-gcp-01-bb788c0cc1a1.ue.r.appspot.com]
target service account: [qwiklabs-gcp-01-bb788c0cc1a1@appspot.gserviceaccount.com]
Beginning deployment of service [default]...
Created .gcloudignore file. See `gcloud topic gcloudignore` for details.
Uploading 7 files to Google Cloud Storage
14%
29%
43%
57%
71%
86%
100%
100%
File upload done.
Updating service [default]...done.
Setting traffic split for service [default]...done.
Deployed service [default] to [https://qwiklabs-gcp-01-bb788c0cc1a1.ue.r.appspot.com]
You can stream logs from the command line by running:
$ gcloud app logs tail -s default
To view your application in the web browser run:
$ gcloud app browse
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$ curl https://qwiklabs-gcp-01-bb788c0cc1a1.ue.r.appspot.com/
<!doctype html>
<html lang="en">
<head>
<title>Hello GCP.</title>
<!-- Bootstrap CSS -->
<link rel="stylesheet" href="https://stackpath.bootstrapcdn.com/bootstrap/4.4.1/css/bootstrap.min.css">
</head>
<body>
<div class="container">
<div class="jumbotron">
<div class="container">
<h1>Hello GCP.</h1>
</div>
</div>
<footer></footer>
</div>
</body>
</html>student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$
Modify the contents
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$ cat main.py
from flask import Flask, render_template, request
app = Flask(__name__)
@app.route("/")
def main():
model = {"title": "Hello App Engine"}
return render_template('index.html', model=model)
if __name__ == "__main__":
app.run(host='0.0.0.0', port=8080, debug=True, threaded=True)student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$
Deploy the modified version
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$ gcloud app deploy --version=two --no-promote --quiet
Services to deploy:
descriptor: [/home/student_01_5f3e8b93b23f/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp/app.yaml]
source: [/home/student_01_5f3e8b93b23f/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp]
target project: [qwiklabs-gcp-01-bb788c0cc1a1]
target service: [default]
target version: [two]
target url: [https://two-dot-qwiklabs-gcp-01-bb788c0cc1a1.ue.r.appspot.com]
target service account: [qwiklabs-gcp-01-bb788c0cc1a1@appspot.gserviceaccount.com]
(add --promote if you also want to make this service available from
[https://qwiklabs-gcp-01-bb788c0cc1a1.ue.r.appspot.com])
Beginning deployment of service [default]...
Uploading 1 file to Google Cloud Storage
100%
100%
File upload done.
Updating service [default]...done.
Deployed service [default] to [https://two-dot-qwiklabs-gcp-01-bb788c0cc1a1.ue.r.appspot.com]
You can stream logs from the command line by running:
$ gcloud app logs tail -s default
To view your application in the web browser run:
$ gcloud app browse
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$
Note: The
--no-promoteparameter tells App Engine to continue serving requests with the old version. This allows you to test the new version before putting it into production.
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$ curl https://two-dot-qwiklabs-gcp-01-bb788c0cc1a1.ue.r.appspot.com/
<!doctype html>
<html lang="en">
<head>
<title>Hello App Engine</title>
<!-- Bootstrap CSS -->
<link rel="stylesheet" href="https://stackpath.bootstrapcdn.com/bootstrap/4.4.1/css/bootstrap.min.css">
</head>
<body>
<div class="container">
<div class="jumbotron">
<div class="container">
<h1>Hello App Engine</h1>
</div>
</div>
<footer></footer>
</div>
</body>
</html>student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$
To migrate production traffic to version two, click Split Traffic at the top. Change the version to two, and click Save.
You can split incoming traffic to different versions of your app. Traffic splitting is useful for slowly rolling out new versions or A/B testing different designs and features.
Deploy to Kubernetes Engine with Cloud Build and Artifact Registry
Standard
gcloud beta container --project "qwiklabs-gcp-01-bb788c0cc1a1" clusters create "cluster-1" --no-enable-basic-auth --cluster-version "1.27.8-gke.1067004" --release-channel "regular" --machine-type "e2-medium" --image-type "COS_CONTAINERD" --disk-type "pd-balanced" --disk-size "100" --metadata disable-legacy-endpoints=true --scopes "https://www.googleapis.com/auth/devstorage.read_only","https://www.googleapis.com/auth/logging.write","https://www.googleapis.com/auth/monitoring","https://www.googleapis.com/auth/servicecontrol","https://www.googleapis.com/auth/service.management.readonly","https://www.googleapis.com/auth/trace.append" --num-nodes "3" --logging=SYSTEM,WORKLOAD --monitoring=SYSTEM --enable-ip-alias --network "projects/qwiklabs-gcp-01-bb788c0cc1a1/global/networks/default" --subnetwork "projects/qwiklabs-gcp-01-bb788c0cc1a1/regions/us-east1/subnetworks/default" --no-enable-intra-node-visibility --default-max-pods-per-node "110" --security-posture=standard --workload-vulnerability-scanning=disabled --no-enable-master-authorized-networks --addons HorizontalPodAutoscaling,HttpLoadBalancing,GcePersistentDiskCsiDriver --enable-autoupgrade --enable-autorepair --max-surge-upgrade 1 --max-unavailable-upgrade 0 --binauthz-evaluation-mode=DISABLED --enable-managed-prometheus --enable-shielded-nodes
Autopilot
gcloud beta container --project "qwiklabs-gcp-01-bb788c0cc1a1" clusters create-auto "autopilot-cluster-1" --region "us-east1" --release-channel "regular" --network "projects/qwiklabs-gcp-01-bb788c0cc1a1/global/networks/default" --subnetwork "projects/qwiklabs-gcp-01-bb788c0cc1a1/regions/us-east1/subnetworks/default" --cluster-ipv4-cidr "/17" --binauthz-evaluation-mode=DISABLED
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$ gcloud container clusters get-credentials autopilot-cluster-1 --region us-east1 --project qwiklabs-gcp-01-bb788c0cc1a1
Fetching cluster endpoint and auth data.
kubeconfig entry generated for autopilot-cluster-1.
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$ kubectl get nodes
E0416 14:31:37.129806 2246 memcache.go:287] couldn't get resource list for metrics.k8s.io/v1beta1: the server is currently unable to handle the request
E0416 14:31:37.798779 2246 memcache.go:121] couldn't get resource list for metrics.k8s.io/v1beta1: the server is currently unable to handle the request
E0416 14:31:38.020964 2246 memcache.go:121] couldn't get resource list for metrics.k8s.io/v1beta1: the server is currently unable to handle the request
E0416 14:31:38.242783 2246 memcache.go:121] couldn't get resource list for metrics.k8s.io/v1beta1: the server is currently unable to handle the request
NAME STATUS ROLES AGE VERSION
gk3-autopilot-cluster-1-default-pool-763b25dd-fm15 Ready <none> 3m5s v1.27.8-gke.1067004
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$ cat main.py
from flask import Flask, render_template, request
app = Flask(__name__)
@app.route("/")
def main():
model = {"title": "Hello Kubernetes Engine"}
return render_template('index.html', model=model)
if __name__ == "__main__":
app.run(host='0.0.0.0', port=8080, debug=True, threaded=True)student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$
Enter the following command to create an Artifact Registry repository named devops-demo:
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$ gcloud artifacts repositories create devops-demo \
--repository-format=docker \
--location=us-east1
Create request issued for: [devops-demo]
Waiting for operation [projects/qwiklabs-gcp-01-bb788c0cc1a1/locations/us-east1/operations/c9c1c5a3-e3d7-4bf7-80c4-07da60d7886a] to complete
...done.
Created repository [devops-demo].
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$ gcloud auth configure-docker us-east1-docker.pkg.dev
WARNING: Your config file at [/home/student_01_5f3e8b93b23f/.docker/config.json] contains these credential helper entries:
{
"credHelpers": {
"africa-south1-docker.pkg.dev": "gcloud",
"asia-docker.pkg.dev": "gcloud",
"asia-east1-docker.pkg.dev": "gcloud",
"asia-east2-docker.pkg.dev": "gcloud",
"asia-northeast1-docker.pkg.dev": "gcloud",
"asia-northeast2-docker.pkg.dev": "gcloud",
"asia-northeast3-docker.pkg.dev": "gcloud",
"asia-south1-docker.pkg.dev": "gcloud",
"asia-south2-docker.pkg.dev": "gcloud",
"asia-southeast1-docker.pkg.dev": "gcloud",
"asia-southeast2-docker.pkg.dev": "gcloud",
"australia-southeast1-docker.pkg.dev": "gcloud",
"australia-southeast2-docker.pkg.dev": "gcloud",
"europe-docker.pkg.dev": "gcloud",
"europe-central2-docker.pkg.dev": "gcloud",
"europe-north1-docker.pkg.dev": "gcloud",
"europe-southwest1-docker.pkg.dev": "gcloud",
"europe-west1-docker.pkg.dev": "gcloud",
"europe-west10-docker.pkg.dev": "gcloud",
"europe-west12-docker.pkg.dev": "gcloud",
"europe-west2-docker.pkg.dev": "gcloud",
"europe-west3-docker.pkg.dev": "gcloud",
"europe-west4-docker.pkg.dev": "gcloud",
"europe-west6-docker.pkg.dev": "gcloud",
"europe-west8-docker.pkg.dev": "gcloud",
"europe-west9-docker.pkg.dev": "gcloud",
"me-central1-docker.pkg.dev": "gcloud",
"me-central2-docker.pkg.dev": "gcloud",
"me-west1-docker.pkg.dev": "gcloud",
"northamerica-northeast1-docker.pkg.dev": "gcloud",
"northamerica-northeast2-docker.pkg.dev": "gcloud",
"southamerica-east1-docker.pkg.dev": "gcloud",
"us-docker.pkg.dev": "gcloud",
"us-central1-docker.pkg.dev": "gcloud",
"us-central2-docker.pkg.dev": "gcloud",
"us-east1-docker.pkg.dev": "gcloud",
"us-east4-docker.pkg.dev": "gcloud",
"us-east5-docker.pkg.dev": "gcloud",
"us-east7-docker.pkg.dev": "gcloud",
"us-south1-docker.pkg.dev": "gcloud",
"us-west1-docker.pkg.dev": "gcloud",
"us-west2-docker.pkg.dev": "gcloud",
"us-west3-docker.pkg.dev": "gcloud",
"us-west4-docker.pkg.dev": "gcloud"
}
}
Adding credentials for: us-east1-docker.pkg.dev
gcloud credential helpers already registered correctly.
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$
To use Kubernetes Engine, you need to build a Docker image. Enter the following commands to use Cloud Build to create the image and store it in Artifact Registry:
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$ cd ~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp
gcloud builds submit --tag us-east1-docker.pkg.dev/$DEVSHELL_PROJECT_ID/devops-demo/devops-image:v0.2 .
Creating temporary tarball archive of 7 file(s) totalling 1.7 KiB before compression.
Uploading tarball of [.] to [gs://qwiklabs-gcp-01-bb788c0cc1a1_cloudbuild/source/1713278104.542225-012afe3ee1bd4e849319138d19d2d19c.tgz]
Created [https://cloudbuild.googleapis.com/v1/projects/qwiklabs-gcp-01-bb788c0cc1a1/locations/global/builds/19db1348-ffaf-4a07-a1aa-4689cc4d07b6].
Logs are available at [ https://console.cloud.google.com/cloud-build/builds/19db1348-ffaf-4a07-a1aa-4689cc4d07b6?project=1040999101836 ].
------------------------------------------------------------ REMOTE BUILD OUTPUT ------------------------------------------------------------
starting build "19db1348-ffaf-4a07-a1aa-4689cc4d07b6"
FETCHSOURCE
Fetching storage object: gs://qwiklabs-gcp-01-bb788c0cc1a1_cloudbuild/source/1713278104.542225-012afe3ee1bd4e849319138d19d2d19c.tgz#1713278105482769
Copying gs://qwiklabs-gcp-01-bb788c0cc1a1_cloudbuild/source/1713278104.542225-012afe3ee1bd4e849319138d19d2d19c.tgz#1713278105482769...
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Operation completed over 1 objects/1.3 KiB.
BUILD
Already have image (with digest): gcr.io/cloud-builders/docker
Sending build context to Docker daemon 9.216kB
Step 1/7 : FROM python:3.7
3.7: Pulling from library/python
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Digest: sha256:eedf63967cdb57d8214db38ce21f105003ed4e4d0358f02bedc057341bcf92a0
Status: Downloaded newer image for python:3.7
16d93ae3411b
Step 2/7 : WORKDIR /app
Running in ac2f451b892b
Removing intermediate container ac2f451b892b
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Step 3/7 : COPY . .
712fef20c8b9
Step 4/7 : RUN pip install gunicorn
Running in e6e949a3fd5e
Collecting gunicorn
Downloading gunicorn-21.2.0-py3-none-any.whl (80 kB)
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Collecting importlib-metadata
Downloading importlib_metadata-6.7.0-py3-none-any.whl (22 kB)
Collecting packaging
Downloading packaging-24.0-py3-none-any.whl (53 kB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 53.5/53.5 kB 8.1 MB/s eta 0:00:00
Collecting zipp>=0.5
Downloading zipp-3.15.0-py3-none-any.whl (6.8 kB)
Collecting typing-extensions>=3.6.4
Downloading typing_extensions-4.7.1-py3-none-any.whl (33 kB)
Installing collected packages: zipp, typing-extensions, packaging, importlib-metadata, gunicorn
Successfully installed gunicorn-21.2.0 importlib-metadata-6.7.0 packaging-24.0 typing-extensions-4.7.1 zipp-3.15.0
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv
[notice] A new release of pip is available: 23.0.1 -> 24.0
[notice] To update, run: pip install --upgrade pip
Removing intermediate container e6e949a3fd5e
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Step 5/7 : RUN pip install -r requirements.txt
Running in afe894fb7538
Collecting Flask==2.0.3
Downloading Flask-2.0.3-py3-none-any.whl (95 kB)
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Collecting itsdangerous==2.0.1
Downloading itsdangerous-2.0.1-py3-none-any.whl (18 kB)
Collecting Jinja2==3.0.3
Downloading Jinja2-3.0.3-py3-none-any.whl (133 kB)
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Collecting werkzeug==2.2.2
Downloading Werkzeug-2.2.2-py3-none-any.whl (232 kB)
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Collecting click>=7.1.2
Downloading click-8.1.7-py3-none-any.whl (97 kB)
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Collecting MarkupSafe>=2.0
Downloading MarkupSafe-2.1.5-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (25 kB)
Requirement already satisfied: importlib-metadata in /usr/local/lib/python3.7/site-packages (from click>=7.1.2->Flask==2.0.3->-r requirements.txt (line 1)) (6.7.0)
Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.7/site-packages (from importlib-metadata->click>=7.1.2->Flask==2.0.3->-r requirements.txt (line 1)) (3.15.0)
Requirement already satisfied: typing-extensions>=3.6.4 in /usr/local/lib/python3.7/site-packages (from importlib-metadata->click>=7.1.2->Flask==2.0.3->-r requirements.txt (line 1)) (4.7.1)
Installing collected packages: MarkupSafe, itsdangerous, werkzeug, Jinja2, click, Flask
Successfully installed Flask-2.0.3 Jinja2-3.0.3 MarkupSafe-2.1.5 click-8.1.7 itsdangerous-2.0.1 werkzeug-2.2.2
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv
[notice] A new release of pip is available: 23.0.1 -> 24.0
[notice] To update, run: pip install --upgrade pip
Removing intermediate container afe894fb7538
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Step 6/7 : ENV PORT=8080
Running in 066e651a7b8e
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Step 7/7 : CMD exec gunicorn --bind :$PORT --workers 1 --threads 8 main:app
Running in e0623f111c2a
Removing intermediate container e0623f111c2a
8d401de749dd
Successfully built 8d401de749dd
Successfully tagged us-east1-docker.pkg.dev/qwiklabs-gcp-01-bb788c0cc1a1/devops-demo/devops-image:v0.2
PUSH
Pushing us-east1-docker.pkg.dev/qwiklabs-gcp-01-bb788c0cc1a1/devops-demo/devops-image:v0.2
The push refers to repository [us-east1-docker.pkg.dev/qwiklabs-gcp-01-bb788c0cc1a1/devops-demo/devops-image]
ce76e1f5a3dd: Preparing
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v0.2: digest: sha256:1c9c50f18fc1425d56b91fbba5621739f68344b91d5bdaa01ea09ab8eae7154b size: 2845
DONE
---------------------------------------------------------------------------------------------------------------------------------------------
ID: 19db1348-ffaf-4a07-a1aa-4689cc4d07b6
CREATE_TIME: 2024-04-16T14:35:05+00:00
DURATION: 1M32S
SOURCE: gs://qwiklabs-gcp-01-bb788c0cc1a1_cloudbuild/source/1713278104.542225-012afe3ee1bd4e849319138d19d2d19c.tgz
IMAGES: us-east1-docker.pkg.dev/qwiklabs-gcp-01-bb788c0cc1a1/devops-demo/devops-image:v0.2
STATUS: SUCCESS
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$ cat kubernetes-config.yaml
---
apiVersion: apps/v1
kind: Deployment
metadata:
name: devops-deployment
labels:
app: devops
tier: frontend
spec:
replicas: 3
selector:
matchLabels:
app: devops
tier: frontend
template:
metadata:
labels:
app: devops
tier: frontend
spec:
containers:
- name: devops-demo
image: us-east1-docker.pkg.dev/qwiklabs-gcp-01-bb788c0cc1a1/devops-demo/devops-image:v0.2
ports:
- containerPort: 8080
---
apiVersion: v1
kind: Service
metadata:
name: devops-deployment-lb
labels:
app: devops
tier: frontend-lb
spec:
type: LoadBalancer
ports:
- port: 80
targetPort: 8080
selector:
app: devops
tier: frontendstudent_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$ kubectl apply -f kubernetes-config.yaml
E0416 14:38:30.408666 2523 memcache.go:287] couldn't get resource list for metrics.k8s.io/v1beta1: the server is currently unable to handle the request
E0416 14:38:30.933552 2523 memcache.go:121] couldn't get resource list for metrics.k8s.io/v1beta1: the server is currently unable to handle the request
Warning: autopilot-default-resources-mutator:Autopilot updated Deployment default/devops-deployment: defaulted unspecified resources for containers [devops-demo] (see http://g.co/gke/autopilot-defaults)
deployment.apps/devops-deployment created
service/devops-deployment-lb created
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$ kubectl get pods
E0416 14:40:57.619465 2724 memcache.go:287] couldn't get resource list for metrics.k8s.io/v1beta1: the server is currently unable to handle the request
E0416 14:40:58.064156 2724 memcache.go:121] couldn't get resource list for metrics.k8s.io/v1beta1: the server is currently unable to handle the request
E0416 14:40:58.287184 2724 memcache.go:121] couldn't get resource list for metrics.k8s.io/v1beta1: the server is currently unable to handle the request
E0416 14:40:58.519194 2724 memcache.go:121] couldn't get resource list for metrics.k8s.io/v1beta1: the server is currently unable to handle the request
NAME READY STATUS RESTARTS AGE
devops-deployment-576b47ff4c-4kh9m 1/1 Running 0 2m26s
devops-deployment-576b47ff4c-6zj8q 1/1 Running 0 2m26s
devops-deployment-576b47ff4c-d4n75 1/1 Running 0 2m26s
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$ kubectl get svc
E0416 14:41:04.558286 2744 memcache.go:287] couldn't get resource list for metrics.k8s.io/v1beta1: the server is currently unable to handle the request
E0416 14:41:05.227340 2744 memcache.go:121] couldn't get resource list for metrics.k8s.io/v1beta1: the server is currently unable to handle the request
E0416 14:41:05.449725 2744 memcache.go:121] couldn't get resource list for metrics.k8s.io/v1beta1: the server is currently unable to handle the request
E0416 14:41:05.676756 2744 memcache.go:121] couldn't get resource list for metrics.k8s.io/v1beta1: the server is currently unable to handle the request
NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE
devops-deployment-lb LoadBalancer 34.118.232.36 35.231.192.251 80:30890/TCP 2m33s
kubernetes ClusterIP 34.118.224.1 <none> 443/TCP 14m
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$ curl 35.231.192.251
<!doctype html>
<html lang="en">
<head>
<title>Hello Kubernetes Engine</title>
<!-- Bootstrap CSS -->
<link rel="stylesheet" href="https://stackpath.bootstrapcdn.com/bootstrap/4.4.1/css/bootstrap.min.css">
</head>
<body>
<div class="container">
<div class="jumbotron">
<div class="container">
<h1>Hello Kubernetes Engine</h1>
</div>
</div>
<footer></footer>
</div>
</body>
</html>student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$
Deploy to Cloud Run
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$ cat main.py
from flask import Flask, render_template, request
app = Flask(__name__)
@app.route("/")
def main():
model = {"title": "Hello Cloud Run"}
return render_template('index.html', model=model)
if __name__ == "__main__":
app.run(host='0.0.0.0', port=8080, debug=True, threaded=True)student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$ cd ~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp
gcloud builds submit --tag us-east1-docker.pkg.dev/$DEVSHELL_PROJECT_ID/devops-demo/cloud-run-image:v0.1 .
Creating temporary tarball archive of 7 file(s) totalling 1.8 KiB before compression.
Uploading tarball of [.] to [gs://qwiklabs-gcp-01-bb788c0cc1a1_cloudbuild/source/1713278591.429462-f94af23c35f24742bee9c35169442d3d.tgz]
Created [https://cloudbuild.googleapis.com/v1/projects/qwiklabs-gcp-01-bb788c0cc1a1/locations/global/builds/ae67cd13-16ff-4f69-b15f-c8857e7eebd3].
Logs are available at [ https://console.cloud.google.com/cloud-build/builds/ae67cd13-16ff-4f69-b15f-c8857e7eebd3?project=1040999101836 ].
------------------------------------------------------------ REMOTE BUILD OUTPUT ------------------------------------------------------------
starting build "ae67cd13-16ff-4f69-b15f-c8857e7eebd3"
FETCHSOURCE
Fetching storage object: gs://qwiklabs-gcp-01-bb788c0cc1a1_cloudbuild/source/1713278591.429462-f94af23c35f24742bee9c35169442d3d.tgz#1713278592448427
Copying gs://qwiklabs-gcp-01-bb788c0cc1a1_cloudbuild/source/1713278591.429462-f94af23c35f24742bee9c35169442d3d.tgz#1713278592448427...
/ [1 files][ 1.3 KiB/ 1.3 KiB]
Operation completed over 1 objects/1.3 KiB.
BUILD
Already have image (with digest): gcr.io/cloud-builders/docker
Sending build context to Docker daemon 9.216kB
Step 1/7 : FROM python:3.7
3.7: Pulling from library/python
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Digest: sha256:eedf63967cdb57d8214db38ce21f105003ed4e4d0358f02bedc057341bcf92a0
Status: Downloaded newer image for python:3.7
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Step 2/7 : WORKDIR /app
Running in 12f82b619210
Removing intermediate container 12f82b619210
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Step 3/7 : COPY . .
73f2c19d0edf
Step 4/7 : RUN pip install gunicorn
Running in 235244886a18
Collecting gunicorn
Downloading gunicorn-21.2.0-py3-none-any.whl (80 kB)
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Collecting importlib-metadata
Downloading importlib_metadata-6.7.0-py3-none-any.whl (22 kB)
Collecting packaging
Downloading packaging-24.0-py3-none-any.whl (53 kB)
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Collecting zipp>=0.5
Downloading zipp-3.15.0-py3-none-any.whl (6.8 kB)
Collecting typing-extensions>=3.6.4
Downloading typing_extensions-4.7.1-py3-none-any.whl (33 kB)
Installing collected packages: zipp, typing-extensions, packaging, importlib-metadata, gunicorn
Successfully installed gunicorn-21.2.0 importlib-metadata-6.7.0 packaging-24.0 typing-extensions-4.7.1 zipp-3.15.0
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv
[notice] A new release of pip is available: 23.0.1 -> 24.0
[notice] To update, run: pip install --upgrade pip
Removing intermediate container 235244886a18
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Step 5/7 : RUN pip install -r requirements.txt
Running in a938b93cdfa1
Collecting Flask==2.0.3
Downloading Flask-2.0.3-py3-none-any.whl (95 kB)
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Collecting itsdangerous==2.0.1
Downloading itsdangerous-2.0.1-py3-none-any.whl (18 kB)
Collecting Jinja2==3.0.3
Downloading Jinja2-3.0.3-py3-none-any.whl (133 kB)
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Collecting werkzeug==2.2.2
Downloading Werkzeug-2.2.2-py3-none-any.whl (232 kB)
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Collecting click>=7.1.2
Downloading click-8.1.7-py3-none-any.whl (97 kB)
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Collecting MarkupSafe>=2.0
Downloading MarkupSafe-2.1.5-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (25 kB)
Requirement already satisfied: importlib-metadata in /usr/local/lib/python3.7/site-packages (from click>=7.1.2->Flask==2.0.3->-r requirements.txt (line 1)) (6.7.0)
Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.7/site-packages (from importlib-metadata->click>=7.1.2->Flask==2.0.3->-r requirements.txt (line 1)) (3.15.0)
Requirement already satisfied: typing-extensions>=3.6.4 in /usr/local/lib/python3.7/site-packages (from importlib-metadata->click>=7.1.2->Flask==2.0.3->-r requirements.txt (line 1)) (4.7.1)
Installing collected packages: MarkupSafe, itsdangerous, werkzeug, Jinja2, click, Flask
Successfully installed Flask-2.0.3 Jinja2-3.0.3 MarkupSafe-2.1.5 click-8.1.7 itsdangerous-2.0.1 werkzeug-2.2.2
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv
[notice] A new release of pip is available: 23.0.1 -> 24.0
[notice] To update, run: pip install --upgrade pip
Removing intermediate container a938b93cdfa1
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Step 6/7 : ENV PORT=8080
Running in 0524ee49e264
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Step 7/7 : CMD exec gunicorn --bind :$PORT --workers 1 --threads 8 main:app
Running in d522fe518370
Removing intermediate container d522fe518370
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Successfully built b080850be631
Successfully tagged us-east1-docker.pkg.dev/qwiklabs-gcp-01-bb788c0cc1a1/devops-demo/cloud-run-image:v0.1
PUSH
Pushing us-east1-docker.pkg.dev/qwiklabs-gcp-01-bb788c0cc1a1/devops-demo/cloud-run-image:v0.1
The push refers to repository [us-east1-docker.pkg.dev/qwiklabs-gcp-01-bb788c0cc1a1/devops-demo/cloud-run-image]
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v0.1: digest: sha256:a079f1658a68a67440a450c90a509b499a36c1b329a6bf29c86a79ead118c676 size: 2845
DONE
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ID: ae67cd13-16ff-4f69-b15f-c8857e7eebd3
CREATE_TIME: 2024-04-16T14:43:12+00:00
DURATION: 44S
SOURCE: gs://qwiklabs-gcp-01-bb788c0cc1a1_cloudbuild/source/1713278591.429462-f94af23c35f24742bee9c35169442d3d.tgz
IMAGES: us-east1-docker.pkg.dev/qwiklabs-gcp-01-bb788c0cc1a1/devops-demo/cloud-run-image:v0.1
STATUS: SUCCESS
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$
student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$ curl https://hello-cloud-run-3zjcty2beq-ue.a.run.app/
<!doctype html>
<html lang="en">
<head>
<title>Hello Cloud Run</title>
<!-- Bootstrap CSS -->
<link rel="stylesheet" href="https://stackpath.bootstrapcdn.com/bootstrap/4.4.1/css/bootstrap.min.css">
</head>
<body>
<div class="container">
<div class="jumbotron">
<div class="container">
<h1>Hello Cloud Run</h1>
</div>
</div>
<footer></footer>
</div>
</body>
</html>student_01_5f3e8b93b23f@cloudshell:~/gcp-course/training-data-analyst/courses/design-process/deploying-apps-to-gcp (qwiklabs-gcp-01-bb788c0cc1a1)$