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Exam Professional Data Engineer topic 1 question 303 discussion

Actual exam question from Google's Professional Data Engineer
Question #: 303
Topic #: 1
[All Professional Data Engineer Questions]

You are managing a Dataplex environment with raw and curated zones. A data engineering team is uploading JSON and CSV files to a bucket asset in the curated zone but the files are not being automatically discovered by Dataplex. What should you do to ensure that the files are discovered by Dataplex?

  • A. Move the JSON and CSV files to the raw zone.
  • B. Enable auto-discovery of files for the curated zone.
  • C. Use the bg command-line tool to load the JSON and CSV files into BigQuery tables.
  • D. Grant object level access to the CSV and JSON files in Cloud Storage.
Show Suggested Answer Hide Answer
Suggested Answer: D 🗳️

Comments

Chosen Answer:
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GCP001
Highly Voted 4 months ago
Selected Answer: A
Should be A. Curated zone need Parquet, Avro, ORC format not CSV or JSON. Check the ref - https://cloud.google.com/dataplex/docs/add-zone#curated-zones
upvoted 14 times
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raaad
Highly Voted 4 months, 1 week ago
Selected Answer: B
- Auto-Discovery Feature: Dataplex has an auto-discovery feature that, when enabled, automatically discovers and catalogs data assets within a zone. - Appropriate for Both Raw and Curated Zones: This feature is applicable to both raw and curated zones, and it should be tailored to the specific data governance and cataloging needs of the organization.
upvoted 5 times
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chrissamharris
Most Recent 2 weeks, 3 days ago
Selected Answer: A
Option A https://cloud.google.com/dataplex/docs/add-zone#raw-zones Raw zones are the only zones that support CSV & JSON
upvoted 1 times
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joao_01
1 month ago
Its B guys, i encounter this in my job, and I had to do B to make it work
upvoted 1 times
joao_01
1 month ago
Actually I did this in a Raw zone, not Curated.
upvoted 1 times
joao_01
1 month ago
Its A :)
upvoted 1 times
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demoro86
2 months, 2 weeks ago
Selected Answer: A
GCP001 agree with him
upvoted 1 times
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Moss2011
2 months, 2 weeks ago
Selected Answer: A
The answer can be found reading a common config of Dataplex in this URL: https://medium.com/google-cloud/google-cloud-dataplex-part-1-lakes-zones-assets-and-discovery-5f288486cb2f
upvoted 1 times
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kck6ra4214wm
2 months, 2 weeks ago
Selected Answer: A
Dataplex does not allow users to create CSV files within a “curated zone”
upvoted 1 times
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daidai75
2 months, 3 weeks ago
Selected Answer: B
According to this URL: https://cloud.google.com/dataplex/docs/discover-data, the auto-discovery can support CSV and Json in both Raw-Zone and Curated-Zone. I also open a console the verify it, both Raw and Curated zone can set up csv&json auto-discovery.
upvoted 2 times
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dungct
3 months, 1 week ago
Selected Answer: B
Discovery raises the following administrator actions whenever data-related issues are detected during scans : Inconsistent data format in a table. For example, files of different formats exist with the same table prefix. Inconsistent data format in a table. For example, files of different formats exist with the same table prefix.
upvoted 3 times
dungct
3 months, 1 week ago
https://cloud.google.com/dataplex/docs/discover-data#invalid_data_format
upvoted 3 times
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Matt_108
4 months ago
Selected Answer: B
I'd go for Option B, auto-discovery is enabled by default for any zone, including curated ones, so if a file is not automatically discovered it's due to the disabled auto-discovery
upvoted 4 times
ML6
3 months ago
In this case, it would be because of invalid data format in curated zones (data not in Avro, Parquet, or ORC formats).
upvoted 1 times
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Sofiia98
4 months, 1 week ago
Selected Answer: A
I will go with A, check the ref. Curated zones only store Parquet, Avro, and ORC in CS, and well-defined schema and Hive-style partitions in the BigQuery: https://cloud.google.com/dataplex/docs/add-zone#curated-zones
upvoted 3 times
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scaenruy
4 months, 2 weeks ago
Selected Answer: A
A. Move the JSON and CSV files to the raw zone.
upvoted 1 times
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Community vote distribution
A (35%)
C (25%)
B (20%)
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