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ARA-C01 pdf

ARA-C01 PDF

Last Update Jun 8, 2023
Total Questions : 65

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Last Update Jun 8, 2023
Total Questions : 65

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SnowPro Advanced: Architect Certification Exam

Last Update Jun 8, 2023
Total Questions : 65

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SnowPro Advanced: Architect Certification Exam Questions and Answers

Questions 1

What is a valid object hierarchy when building a Snowflake environment?

Options:

A.

Account --> Database --> Schema --> Warehouse

B.

Organization --> Account --> Database --> Schema --> Stage

C.

Account --> Schema > Table --> Stage

D.

Organization --> Account --> Stage --> Table --> View

Questions 2

The Data Engineering team at a large manufacturing company needs to engineer data coming from many sources to support a wide variety of use cases and data consumer requirements which include:

1) Finance and Vendor Management team members who require reporting and visualization

2) Data Science team members who require access to raw data for ML model development

3) Sales team members who require engineered and protected data for data monetization

What Snowflake data modeling approaches will meet these requirements? (Choose two.)

Options:

A.

Consolidate data in the company’s data lake and use EXTERNAL TABLES.

B.

Create a raw database for landing and persisting raw data entering the data pipelines.

C.

Create a set of profile-specific databases that aligns data with usage patterns.

D.

Create a single star schema in a single database to support all consumers’ requirements.

E.

Create a Data Vault as the sole data pipeline endpoint and have all consumers directly access the Vault.

Questions 3

How does a standard virtual warehouse policy work in Snowflake?

Options:

A.

It conserves credits by keeping running clusters fully loaded rather than starting additional clusters.

B.

It starts only if the system estimates that there is a query load that will keep the cluster busy for at least 6 minutes.

C.

It starts only f the system estimates that there is a query load that will keep the cluster busy for at least 2 minutes.

D.

It prevents or minimizes queuing by starting additional clusters instead of conserving credits.