Google exactexam associate-data-practitioner Questions Bank by Mathias q43 vce pdf

Page: 6 / 6

Google Associate-Data-Practitioner Exam Overview :

Exam Name:	Google Cloud Associate Data Practitioner (ADP Exam)
Exam Code:	Associate-Data-Practitioner Dumps
Vendor:	Google	Certification:	Google Cloud Platform
Questions:	106 Q&A's	Shared By:	mathias

Question 24

You need to design a data pipeline that ingests data from CSV, Avro, and Parquet files into Cloud Storage. The data includes raw user input. You need to remove all malicious SQL injections before storing the data in BigQuery. Which data manipulation methodology should you choose?

Options:

ELT

ETL

ETLT

Discussion

Stefan

Thank you so much Cramkey I passed my exam today due to your highly up to date dumps.

Ocean Jun 20, 2026

Agree….Cramkey Dumps are constantly updated based on changes in the exams. They also have a team of experts who regularly review the materials to ensure their accuracy and relevance. This way, you can be sure you're studying the most up-to-date information available.

Alaya

Best Dumps among other dumps providers. I like it so much because of their authenticity.

Kaiden Jun 4, 2026

That's great. I've used other dump providers in the past and they were often outdated or had incorrect information. This time I will try it.

Miley

Hey, I tried Cramkey Dumps for my IT certification exam. They are really awesome and helped me pass my exam with wonderful score.

Megan Jun 26, 2026

That’s great!!! I’ll definitely give it a try. Thanks!!!

Annabel

I recently used them for my exam and I passed it with excellent score. I am impressed.

Amirah Jun 20, 2026

I passed too. The questions I saw in the actual exam were exactly the same as the ones in the Cramkey Dumps. I was able to answer the questions confidently because I had already seen and studied them.

Miriam

Highly recommended Dumps. 100% authentic and reliable. Passed my exam with wonderful score.

Milan Jun 7, 2026

I see. Thanks for the information. I'll definitely keep Cramkey in mind for my next exam.

Question 25

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:

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.

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.

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.

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.

Discussion

Question 26

You manage a Cloud Storage bucket that stores temporary files created during data processing. These temporary files are only needed for seven days, after which they are no longer needed. To reduce storage costs and keep your bucket organized, you want to automatically delete these files once they are older than seven days. What should you do?

Options:

Set up a Cloud Scheduler job that invokes a weekly Cloud Run function to delete files older than seven days.

Configure a Cloud Storage lifecycle rule that automatically deletes objects older than seven days.

Develop a batch process using Dataflow that runs weekly and deletes files based on their age.

Create a Cloud Run function that runs daily and deletes files older than seven days.