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Google Data Engineer Sample Questions:

1. You are creating a new pipeline in Google Cloud to stream IoT data from Cloud Pub/Sub through Cloud Dataflow to BigQuery. While previewing the data, you notice that roughly 2% of the data appears to be corrupt. You need to modify the Cloud Dataflow pipeline to filter out this corrupt data. What should you do?

A) Add a GroupByKey transform in Cloud Dataflow to group all of the valid data together and discard the rest.
B) Add a ParDo transform in Cloud Dataflow to discard corrupt elements.
C) Add a Partition transform in Cloud Dataflow to separate valid data from corrupt data.
D) Add a SideInput that returns a Boolean if the element is corrupt.

2. For the best possible performance, what is the recommended zone for your Compute Engine instance and Cloud Bigtable instance?

A) Have the Cloud Bigtable instance to be in the same zone as all of the consumers of your data.
B) Have both the Compute Engine instance and the Cloud Bigtable instance to be in different zones.
C) Have the Compute Engine instance in the furthest zone from the Cloud Bigtable instance.
D) Have both the Compute Engine instance and the Cloud Bigtable instance to be in the same zone.

3. Cloud Dataproc is a managed Apache Hadoop and Apache service.

A) Fire
B) Ignite
C) Blaze
D) Spark

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

A) 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".
B) Use ORDER BY to put a table's rows into chronological order and then change the table's type to "Partitioned".
C) 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.
D) Create a partitioned table and stream new records to it every day.

5. Which of the following statements is NOT true regarding Bigtable access roles?

A) To give a user access to only one table in a project, you must configure access through your application.
B) To give a user access to only one table in a project, grant the user the Bigtable Editor role for that table.
C) Using IAM roles, you cannot give a user access to only one table in a project, rather than all tables in a project.
D) You can configure access control only at the project level.

Solutions: