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Google Cloud Certified Associate Cloud Engineer · Google Cloud
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D - The ONLY answer that provides data for the analysts is D. The question states that the analysts need access to the data and that they only know SQL (not that *you* only know SQL). The other 3 answers don't provide the data to analysts. You might have to fill in the blanks that you will pass it to them in a spreadsheet format, but that very likely won't satisfy their needs to query the data using SQL and at 5TB size, that isn't ideal. Therefore D is the only answer that satisfies the requirement.
The most cost-effective and efficient option would be Option C: Create external tables in BigQuery that point to Cloud Storage buckets and run a SQL query on these external tables to complete your request. This approach allows you to query data directly from the AVRO file stored in the Cloud Storage bucket without having to load the data into BigQuery first. This saves both time and money as you are not charged for the storage of data within BigQuery. Plus, BigQuery is designed to be able to handle large datasets, making it a suitable choice for a 5-TB AVRO file. Your analysts, who are proficient in SQL, can easily work with BigQuery as it uses a SQL interface.
The correct answer is C