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Google Data Engineer Sample Questions:

1. You work for a mid-sized enterprise that needs to move its operational system transaction data from an on-premises database to GCP. The database is about 20 TB in size. Which database should you choose?

A) Cloud SQL
B) Cloud Bigtable
C) Cloud Spanner
D) Cloud Datastore

2. You need to deploy additional dependencies to all of a Cloud Dataproc cluster at startup using an existing initialization action. Company security policies require that Cloud Dataproc nodes do not have access to the Internet so public initialization actions cannot fetch resources. What should you do?

A) Use Resource Manager to add the service account used by the Cloud Dataproc cluster to the Network User role
B) Use an SSH tunnel to give the Cloud Dataproc cluster access to the Internet
C) Deploy the Cloud SQL Proxy on the Cloud Dataproc master
D) Copy all dependencies to a Cloud Storage bucket within your VPC security perimeter

3. You have a data stored in BigQuery. The data in the BigQuery dataset must be highly available. You need to define a storage, backup, and recovery strategy of this data that minimizes cost. How should you configure the BigQuery table?

A) In the event of an emergency, use a point-in-time snapshot to recover the data.
B) Create a scheduled query to make copies of the data to tables suffixed with the time of the backu
C) In the event of an emergency, use the backup copy of the table.
D) Set the BigQuery dataset to be multi-regional
E) Set the BigQuery dataset to be regiona
F) Set the BigQuery dataset to be multi-regional
G) In the event of an emergency, use a point-in-time snapshot to recover the data.
H) In the event of an emergency, use the backup copy of the table.
I) Create a scheduled query to make copies of the data to tables suffixed with the time of the backup
J) Set the BigQuery dataset to be regiona

4. The YARN ResourceManager and the HDFS NameNode interfaces are available on a Cloud Dataproc cluster .

A) application node
B) master node
C) worker node
D) conditional node

5. Which of these is not a supported method of putting data into a partitioned table?

A) If you have existing data in a separate file for each day, then create a partitioned table and upload each file into the appropriate partition.
B) Run a query to get the records for a specific day from an existing table and for the destination table, specify a partitioned table ending with the day in the format "$YYYYMMDD".
C) Create a partitioned table and stream new records to it every day.
D) Use ORDER BY to put a table's rows into chronological order and then change the table's type to "Partitioned".

Solutions: