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Google Associate-Data-Practitioner Dumps

Exam Code:
Associate-Data-Practitioner
Exam Name:
Google Cloud Associate Data Practitioner ( ADP Exam )
Last Update: Feb 16, 2025
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Google Cloud Associate Data Practitioner ( ADP Exam ) Questions and Answers

Questions 1

You manage a large amount of data in Cloud Storage, including raw data, processed data, and backups. Your organization is subject to strict compliance regulations that mandate data immutability for specific data types. You want to use an efficient process to reduce storage costs while ensuring that your storage strategy meets retention requirements. What should you do?

Options:

A.

Configure lifecycle management rules to transition objects to appropriate storage classes based on access patterns. Set up Object Versioning for all objects to meet immutability requirements.

B.

Move objects to different storage classes based on their age and access patterns. Use Cloud Key Management Service (Cloud KMS) to encrypt specific objects with customer-managed encryption keys (CMEK) to meet immutability requirements.

C.

Create a Cloud Run function to periodically check object metadata, and move objects to the appropriate storage class based on age and access patterns. Use object holds to enforce immutability for specific objects.

D.

Use object holds to enforce immutability for specific objects, and configure lifecycle management rules to transition objects to appropriate storage classes based on age and access patterns.

Questions 2

You are using your own data to demonstrate the capabilities of BigQuery to your organization’s leadership team. You need to perform a one- time load of the files stored on your local machine into BigQuery using as little effort as possible. What should you do?

Options:

A.

Write and execute a Python script using the BigQuery Storage Write API library.

B.

Create a Dataproc cluster, copy the files to Cloud Storage, and write an Apache Spark job using the spark-bigquery-connector.

C.

Execute the bq load command on your local machine.

D.

Create a Dataflow job using the Apache Beam FileIO and BigQueryIO connectors with a local runner.

Questions 3

You are a database administrator managing sales transaction data by region stored in a BigQuery table. You need to ensure that each sales representative can only see the transactions in their region. What should you do?

Options:

A.

Add a policy tagin BigQuery.

B.

Create a row-level access policy.

C.

Create a data masking rule.

D.

Grant the appropriate 1AM permissions on the dataset.

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