Snowflake ARA-R01 Exam - Topic 2 Question 28 Discussion

Actual exam question for Snowflake's ARA-R01 exam

Question #: 28
Topic #: 2

[All ARA-R01 Questions]

What are characteristics of Dynamic Data Masking? (Select TWO).

AA masking policy that Is currently set on a table can be dropped.

BA single masking policy can be applied to columns in different tables.

CA masking policy can be applied to the value column of an external table.

DThe role that creates the masking policy will always see unmasked data In query results

EA masking policy can be applied to a column with the GEOGRAPHY data type.

Show Suggested Answer

Suggested Answer: C

For the configuration of data unloading in Snowflake, the valid option among the provided choices is 'C.' This is because Snowflake supports unloading data into Google Cloud Storage using the COPY INTO <location> command with specific configurations. The configurations listed in option C, such as Parquet file format with UTF-8 encoding and gzip compression, are all supported by Snowflake. Notably, Parquet is a columnar storage file format, which is optimal for high-performance data processing tasks in Snowflake. The UTF-8 file encoding and gzip compression are both standard and widely used settings that are compatible with Snowflake's capabilities for data unloading to cloud storage platforms. Reference:

Snowflake Documentation on COPY INTO command

Snowflake Documentation on Supported File Formats

Snowflake Documentation on Compression and Encoding Options

by Denny at Feb 12, 2025, 05:45 AM

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Sharika

3 months ago

Geography data type? That's interesting, didn't know that!

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Alpha

3 months ago

I thought only the role that created it could see unmasked data.

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Pamella

3 months ago

Wait, can it really be applied to external tables? Sounds odd.

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Bettina

4 months ago

I agree, and a single policy can apply to different tables too!

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Rebbeca

4 months ago

A masking policy can definitely be dropped from a table.

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Beatriz

4 months ago

I have a vague memory of GEOGRAPHY data types, but I'm not confident if option E is correct. We might have touched on that in our review.

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Roxane

4 months ago

I remember something about roles and masking policies, so option D seems right. The creator should see unmasked data, right?

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Amina

4 months ago

I'm not entirely sure about option C; I feel like we might have gone over external tables, but I can't recall if masking policies apply to them.

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Rosamond

5 months ago

I think option B sounds familiar, like we discussed how a single policy can cover multiple tables in our practice sessions.

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Catalina

5 months ago

Alright, time to put my knowledge to the test. I'm pretty confident that a masking policy can't be applied to the value column of an external table, and the role that creates the policy won't always see unmasked data.

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Queen

5 months ago

Ah, I remember learning about this in class. I believe a masking policy can be dropped, and it can be applied to columns in different tables. But I'm not certain about the other options.

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Merissa

5 months ago

I think I've got a handle on this. Dynamic Data Masking allows you to apply a masking policy to columns, but I'm not sure if that policy can be applied across different tables.

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Leoma

5 months ago

Okay, let's see. I know Dynamic Data Masking is used to protect sensitive data, but I'm not sure about the specifics of how it works.

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Rosenda

5 months ago

Hmm, this looks like a tricky one. I'll need to think carefully about the characteristics of Dynamic Data Masking.

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Luis

9 months ago

Wait, can you apply Dynamic Data Masking to the data in my crystal ball? That would be a real magic trick!

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Simona

8 months ago

D) The role that creates the masking policy will always see unmasked data In query results

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Layla

9 months ago

B) A single masking policy can be applied to columns in different tables.

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Dorcas

9 months ago

A) A masking policy that Is currently set on a table can be dropped.

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Vivienne

9 months ago

C is a bit of a head-scratcher. Applying a masking policy to an external table's value column? Hmm, I'm not so sure about that one.

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Elmer

9 months ago

E is probably not correct. I don't think Dynamic Data Masking can be applied to a GEOGRAPHY data type column. That just seems a bit too specific.

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Louvenia

8 months ago

I believe B and D are the correct characteristics for Dynamic Data Masking.

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Elza

8 months ago

So, which characteristics do you think are correct for Dynamic Data Masking?

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Val

9 months ago

I agree, it's more likely that a masking policy can't be applied to a GEOGRAPHY data type column.

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Catalina

9 months ago

I think you're right, E does seem too specific for Dynamic Data Masking.

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Clemencia

10 months ago

D sounds like it could be a valid answer too. If the role that creates the masking policy can see the unmasked data, that's an important characteristic of Dynamic Data Masking.

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Glennis

9 months ago

D) The role that creates the masking policy will always see unmasked data In query results

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Carissa

9 months ago

A) A masking policy that Is currently set on a table can be dropped.

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Belen

10 months ago

I'm not sure about option D. I think it might be option A and option C instead.

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Ocie

10 months ago

I agree with Weldon. Applying a single masking policy to columns in different tables and the role creating the policy always seeing unmasked data make sense.

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Kristal

11 months ago

I'm pretty sure A and B are the correct answers. Dynamic Data Masking is all about applying a policy to mask sensitive data, and that policy should be able to be dropped or applied across different tables.

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