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To be eligible to take the SnowPro Advanced Architect Certification exam, candidates must have a solid understanding of Snowflake data warehousing and data management concepts, as well as practical experience in designing and implementing Snowflake solutions. Candidates are also required to have completed the SnowPro Core Certification exam, which tests their foundational knowledge of Snowflake data warehousing and data management.

Snowflake ARA-C01 (SnowPro Advanced Architect Certification) Exam is a prestigious certification program for professionals who work with Snowflake. It measures the candidate's ability to design and implement complex Snowflake solutions in a variety of scenarios. SnowPro Advanced Architect Certification certification program is designed to validate the candidate's knowledge of data warehousing, data modeling, ETL, security, and performance optimization best practices in a Snowflake environment. Passing the exam is a great way to demonstrate your expertise in Snowflake's advanced concepts and techniques and differentiate yourself in the competitive data analytics industry.

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Snowflake ARA-C01 (SnowPro Advanced Architect Certification) Certification Exam is a rigorous certification exam that is designed to test an individual's proficiency in the technical aspects of the Snowflake platform. SnowPro Advanced Architect Certification certification exam is targeted at experienced architects and engineers who are looking to validate their knowledge and skills in designing and implementing advanced Snowflake solutions. The Snowflake ARA-C01 Exam covers a wide range of topics, including Snowflake architecture, security, performance tuning, data warehousing, and data integration.

Snowflake SnowPro Advanced Architect Certification Sample Questions (Q94-Q99):

NEW QUESTION # 94
A global company needs to securely share its sales and Inventory data with a vendor using a Snowflake account.
The company has its Snowflake account In the AWS eu-west 2 Europe (London) region. The vendor's Snowflake account Is on the Azure platform in the West Europe region. How should the company's Architect configure the data share?

A. 1. Create a share.2. Create a reader account for the vendor to use.3. Add the reader account to the share.
B. 1. Create a new role called db_share.2. Grant the db_share role privileges to read data from the company database and schema.3. Create a user for the vendor.4. Grant the ds_share role to the vendor's users.
C. 1. Promote an existing database in the company's local account to primary.2. Replicate the database to Snowflake on Azure in the West-Europe region.3. Create a share and add objects to the share.4. Add a consumer account to the share for the vendor to access.
D. 1. Create a share.2. Add objects to the share.3. Add a consumer account to the share for the vendor to access.

Answer: D

Explanation:
The correct way to securely share data with a vendor using a Snowflake account on a different cloud platform and region is to create a share, add objects to the share, and add a consumer account to the share for the vendor to access. This way, the company can control what data is shared, who can access it, and how long the share is valid. The vendor can then query the shared data without copying or moving it to their own account.
The other options are either incorrect or inefficient, as they involve creating unnecessary reader accounts, users, roles, or database replication.
https://learn.snowflake.com/en/certifications/snowpro-advanced-architect/

NEW QUESTION # 95
A company is designing high availability and disaster recovery plans and needs to maximize redundancy and minimize recovery time objectives for their critical application processes. Cost is not a concern as long as the solution is the best available. The plan so far consists of the following steps:
1. Deployment of Snowflake accounts on two different cloud providers.
2. Selection of cloud provider regions that are geographically far apart.
3. The Snowflake deployment will replicate the databases and account data between both cloud provider accounts.
4. Implementation of Snowflake client redirect.
What is the MOST cost-effective way to provide the HIGHEST uptime and LEAST application disruption if there is a service event?

A. Connect the applications using the <organization_name>-<connection_name> URL. Use the Virtual Private Snowflake (VPS) edition.
B. Connect the applications using the <organization_name>-<accountLocator> URL. Use the Business Critical Snowflake edition.
C. Connect the applications using the <organization_name>-<accountLocator> URL. Use the Enterprise Snowflake edition.
D. Connect the applications using the <organization_name>-<connection_name> URL. Use the Business Critical Snowflake edition.

Answer: B

Explanation:
To provide the highest uptime and least application disruption in case of a service event, the best option is to use the Business Critical Snowflake edition and connect the applications using the
<organization_name>-<accountLocator> URL. The Business Critical Snowflake edition offers the highest level of security, performance, and availability for Snowflake accounts. It includes features such as customer-managed encryption keys, HIPAA compliance, and 4-hour RPO and RTO SLAs. It also supports account replication and failover across regions and cloud platforms, which enables business continuity and disaster recovery. By using the <organization_name>-<accountLocator> URL, the applications can leverage the Snowflake Client Redirect feature, which automatically redirects the client connections to the secondary account in case of a failover. This way, the applications can seamlessly switch to the backup account without any manual intervention or configuration changes. The other options are less cost-effective or less reliable because they either use a lower edition of Snowflake, which does not support account replication and failover, or they use the <organization_name>-<connection_name> URL, which does not support client redirect and requires manual updates to the connection string in case of a failover. References:
* [Snowflake Editions] 1
* [Replication and Failover/Failback] 2
* [Client Redirect] 3
* [Snowflake Account Identifiers] 4

NEW QUESTION # 96
An Architect Is designing a data lake with Snowflake. The company has structured, semi-structured, and unstructured data. The company wants to save the data inside the data lake within the Snowflake system. The company is planning on sharing data among Its corporate branches using Snowflake data sharing.
What should be considered when sharing the unstructured data within Snowflake?

A. A file URL should be used to save the unstructured data into Snowflake in order to share data over secure views, with a 7-day time limit for the URL.
B. A pre-signed URL should be used to save the unstructured data into Snowflake in order to share data over secure views, with no time limit for the URL.
C. A scoped URL should be used to save the unstructured data into Snowflake in order to share data over secure views, with a 24-hour time limit for the URL.
D. A file URL should be used to save the unstructured data into Snowflake in order to share data over secure views, with the "expiration_time" argument defined for the URL time limit.

Answer: D

Explanation:
According to the Snowflake documentation, unstructured data files can be shared by using a secure view and Secure Data Sharing. A secure view allows the result of a query to be accessed like a table, and a secure view is specifically designated for data privacy. A scoped URL is an encoded URL that permits temporary access to a staged file without granting privileges to the stage. The URL expires when the persisted query result period ends, which is currently 24 hours. A scoped URL is recommended for file administrators to give scoped access to data files to specific roles in the same account. Snowflake records information in the query history about who uses a scoped URL to access a file, and when. Therefore, a scoped URL is the best option to share unstructured data within Snowflake, as it provides security, accountability, and control over the data access. References:
* Sharing unstructured Data with a secure view
* Introduction to Loading Unstructured Data

NEW QUESTION # 97
Which statements describe characteristics of the use of materialized views in Snowflake? (Choose two.)

A. They can support inner joins, but not outer joins.
B. They cannot include nested subqueries.
C. They can include context functions, such as CURRENT_TIME().
D. They can support MIN and MAX aggregates.
E. They can include ORDER BY clauses.

Answer: C,D

NEW QUESTION # 98
Role A has the following permissions:
. USAGE on db1
. USAGE and CREATE VIEW on schemal in db1
. SELECT on tablel in schemal
Role B has the following permissions:
. USAGE on db2
. USAGE and CREATE VIEW on schema2 in db2
. SELECT on table2 in schema2
A user has Role A set as the primary role and Role B as a secondary role.
What command will fail for this user?

A. use database db2;
use schema schema2;
select * from db1.schemal.tablel union select * from table2;
B. use database db1;
use schema schemal;
create view v1 as select * from db2.schema2.table2;
C. use database db1;
use schema schemal;
select * from db2.schema2.table2;
D. use database db2;
use schema schema2;
create view v2 as select * from dbl.schemal. tablel;

Answer: D

Explanation:
This command will fail because while the user has USAGE permission on db2 and schema2 through Role B, and can create a view in schema2, they do not have SELECT permission on db1.schemal.table1 with Role B. Since Role A, which has SELECT permission on db1.schemal.table1, is not the currently active role when the view v2 is being created in db2.schema2, the user does not have the necessary permissions to read from db1.schemal.table1 to create the view. Snowflake's security model requires that the active role have all necessary permissions to execute the command.

NEW QUESTION # 99
......

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