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Google Certified Professional - Cloud Developer Sample Questions (Q40-Q45):

NEW QUESTION # 40
Your analytics system executes queries against a BigQuery dataset. The SQL query is executed in batch and passes the contents of a SQL file to the BigQuery CLI. Then it redirects the BigQuery CLI output to another process. However, you are getting a permission error from the BigQuery CLI when the queries are executed.
You want to resolve the issue. What should you do?

• A. Grant the service account BigQuery Data Editor and BigQuery Data Viewer roles.
• B. Grant the service account BigQuery Data Viewer and BigQuery Job User roles.
• C. Create a new dataset in BigQuery, and copy the source table to the new dataset Query the new dataset and table from the CLI.
• D. Create a view in BigQuery from the SQL query and SELECT*from the view in the CLI.

Answer: A
NEW QUESTION # 41
You are planning to deploy your application in a Google Kubernetes Engine (GKE) cluster. Your application can scale horizontally, and each instance of your application needs to have a stable network identity and its own persistent disk.
Which GKE object should you use?

• A. ReplicaSet
• B. StatefulSet
• C. Deployment
• D. ReplicaController

Answer: B Explanation:
Reference:
https://livebook.manning.com/book/kubernetes-in-action/chapter-10/46
NEW QUESTION # 42
You are writing from a Go application to a Cloud Spanner database. You want to optimize your application's performance using Google-recommended best practices. What should you do?

• A. Write to Cloud Spanner using Cloud Client Libraries.
• B. Write to Cloud Spanner using a custom gRPC client library.
• C. Write to Cloud Spanner using a third-party HTTP client library.
• D. Write to Cloud Spanner using Google API Client Libraries

Answer: A Explanation:
Explanation
https://cloud.google.com/apis/docs/cloud-client-libraries
"Cloud Client Libraries are the recommended option for accessing Cloud APIs programmatically, where available. Cloud Client Libraries use the latest client library models"
https://cloud.google.com/apis/docs/client-libraries-explained
https://cloud.google.com/go/docs/reference
NEW QUESTION # 43
Your existing application keeps user state information in a single MySQL database. This state information is very user-specific and depends heavily on how long a user has been using an application. The MySQL database is causing challenges to maintain and enhance the schema for various users.
Which storage option should you choose?

• A. Cloud Storage
• B. Cloud SQL
• C. Cloud Spanner
• D. Cloud Datastore/Firestore

Answer: B
NEW QUESTION # 44
You are using Cloud Build to build a Docker image. You need to modify the build to execute unit and run integration tests. When there is a failure, you want the build history to clearly display the stage at which the build failed.
What should you do?

• A. Create a Cloud Build build config file that will spawn a separate cloud build pipeline for unit and integration tests.
• B. Create a Cloud Build build config file with separate cloud builder steps to compile and execute unit and integration tests.
• C. Add RUN commands in the Dockerfile to execute unit and integration tests.
• D. Create a Cloud Build build config file with a single build step to compile unit and integration tests.

Answer: B
NEW QUESTION # 45
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