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Snowflake ARA-C01 exam is divided into two parts, each consisting of multiple-choice questions and hands-on exercises. The first part focuses on the design and architecture of Snowflake data solutions, including data ingestion, storage, transformation, and analytics. The second part covers advanced topics such as complex data modeling, performance optimization, and security and governance best practices. Passing ARA-C01 exam demonstrates a high level of expertise in Snowflake and provides certification as a SnowPro Advanced Architect.

Snowflake ARA-C01 certification exam covers a wide range of topics, including Snowflake architecture, data warehousing, data modeling, data integration, security, and performance optimization. ARA-C01 exam consists of 70 multiple-choice questions, and the candidate is given 120 minutes to complete the exam. ARA-C01 exam is conducted online, and the candidates are provided with a secure browser that is used to access the exam. ARA-C01 exam is designed to test the candidate's knowledge and skills in a variety of areas related to Snowflake architecture and data warehousing. Successful completion of the SnowPro Advanced Architect Certification Exam demonstrates that the candidate possesses the advanced skills and knowledge required to design and implement complex Snowflake solutions using best practices.

Snowflake ARA-C01 Exam covers a wide range of topics, including Snowflake architecture, data modeling, security, performance optimization, and data integration. ARA-C01 exam consists of multiple-choice questions that test the aspirant's knowledge of Snowflake's core concepts, features, and capabilities. ARA-C01 exam is designed to assess the aspirant's ability to design and implement Snowflake solutions that are scalable, secure, and meet the business requirements. By passing the Snowflake ARA-C01 Exam, aspirants can demonstrate their expertise in Snowflake architecture and gain recognition as a SnowPro Advanced Architect.

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Snowflake SnowPro Advanced Architect Certification Sample Questions (Q149-Q154):

NEW QUESTION # 149
What is a key consideration when setting up search optimization service for a table?

A. Search optimization service can significantly improve query performance on partitioned external tables.
B. Search optimization service works best with a column that has a minimum of 100 K distinct values.
C. Search optimization service can help to optimize storage usage by compressing the data into a GZIP format.
D. The table must be clustered with a key having multiple columns for effective search optimization.

Answer: B

Explanation:
A: The Search Optimization Service is designed to accelerate the performance of queries that use filters on large tables. One of the key considerations for its effectiveness is using it with tables where the columns used in the filter conditions have a high number of distinct values, typically in the hundreds of thousands or more.
This is because the service creates a map-reduce-like index on the column to speed up queries that use point lookups or range scans on that column. The more unique values there are, the more effective the index is at narrowing down the search space.
References:Snowflake documentation and best practices on the Search Optimization Service, which would be covered under the SnowPro Advanced: Architect certification materials.

NEW QUESTION # 150
Who can provide permission to EXECUTE TASK?

A. THE TASK OWNER
B. ACCOUNTADMIN
C. SYSADMIN

Answer: B

NEW QUESTION # 151
A user can change object parameters using which of the following roles?

A. ACCOUNTADMIN, USER with PRIVILEGE
B. ACCOUNTADMIN, SECURITYADMIN
C. SECURITYADMIN, USER with PRIVILEGE
D. SYSADMIN, SECURITYADMIN

Answer: A

Explanation:
Explanation
According to the Snowflake documentation, object parameters are parameters that can be set on individual objects such as databases, schemas, tables, and stages. Object parameters can be set by users with the appropriate privileges on the objects. For example, to set the object parameter AUTO_REFRESH on a table, the user must have the MODIFY privilege on the table. The ACCOUNTADMIN role has the highest level of privileges on all objects in the account, so it can set any object parameter on any object. However, other roles, such as SECURITYADMIN or SYSADMIN, do not have the same level of privileges on all objects, so they cannot set object parameters on objects they do not own or have the required privileges on. Therefore, the correct answer is C. ACCOUNTADMIN, USER with PRIVILEGE.
References:
* Parameters | Snowflake Documentation
* Object Parameters | Snowflake Documentation
* Object Privileges | Snowflake Documentation

NEW QUESTION # 152
What is a valid object hierarchy when building a Snowflake environment?

A. Organization --> Account --> Database --> Schema --> Stage
B. Account --> Schema > Table --> Stage
C. Account --> Database --> Schema --> Warehouse
D. Organization --> Account --> Stage --> Table --> View

Answer: A

Explanation:
Explanation
This is the valid object hierarchy when building a Snowflake environment, according to the Snowflake documentation and the web search results. Snowflake is a cloud data platform that supports various types of objects, such as databases, schemas, tables, views, stages, warehouses, and more. These objects are organized in a hierarchical structure, as follows:
* Organization: An organization is the top-level entity that represents a group of Snowflake accounts that are related by business needs or ownership. An organization can have one or more accounts, and can enable features such as cross-account data sharing, billing and usage reporting, and single sign-on across accounts12.
* Account: An account is the primary entity that represents a Snowflake customer. An account can have one or more databases, schemas, stages, warehouses, and other objects. An account can also have one or more users, roles, and security integrations. An account is associated with a specific cloud platform, region, and Snowflake edition34.
* Database: A database is a logical grouping of schemas. A database can have one or more schemas, and can store structured, semi-structured, or unstructured data. A database can also have properties such as retention time, encryption, and ownership56.
* Schema: A schema is a logical grouping of tables, views, stages, and other objects. A schema can have one or more objects, and can define the namespace and access control for the objects. A schema can also have properties such as ownership and default warehouse .
* Stage: A stage is a named location that references the files in external or internal storage. A stage can be used to load data into Snowflake tables using the COPY INTO command, or to unload data from Snowflake tables using the COPY INTO LOCATION command. A stage can be created at the account, database, or schema level, and can have properties such as file format, encryption, and credentials .
The other options listed are not valid object hierarchies, because they either omit or misplace some objects in the structure. For example, option A omits the organization level and places the warehouse under the schema level, which is incorrect. Option C omits the organization, account, and stage levels, and places the table under the schema level, which is incorrect. Option D omits the database level and places the stage and table under the account level, which is incorrect.
References:
* Snowflake Documentation: Organizations
* Snowflake Blog: Introducing Organizations in Snowflake
* Snowflake Documentation: Accounts
* Snowflake Blog: Understanding Snowflake Account Structures
* Snowflake Documentation: Databases
* Snowflake Blog: How to Create a Database in Snowflake
* [Snowflake Documentation: Schemas]
* [Snowflake Blog: How to Create a Schema in Snowflake]
* [Snowflake Documentation: Stages]
* [Snowflake Blog: How to Use Stages in Snowflake]

NEW QUESTION # 153
At which object type level can the APPLY MASKING POLICY, APPLY ROW ACCESS POLICY and APPLY SESSION POLICY privileges be granted?

A. Schema
B. Global
C. Database
D. Table

Answer: B

Explanation:
The object type level at which the APPLY MASKING POLICY, APPLY ROW ACCESS POLICY and APPLY SESSION POLICY privileges can be granted is global. These are account-level privileges that control who can apply or unset these policies on objects such as columns, tables, views, accounts, or users. These privileges are granted to the ACCOUNTADMIN role by default, and can be granted to other roles as needed.
The other options are incorrect because they are not the object type level at which these privileges can be granted. Database, schema, and table are lower-level object types that do not support these privileges. References: Access Control Privileges | Snowflake Documentation, Using Dynamic Data Masking | Snowflake Documentation, Using Row Access Policies | Snowflake Documentation, Using Session Policies | Snowflake Documentation

NEW QUESTION # 154
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Free PDF 2025 Updated Snowflake Online ARA-C01 Tests

ARA-C01 Valid Braindumps Files, ARA-C01 Latest Test Simulator

Snowflake SnowPro Advanced Architect Certification Sample Questions (Q149-Q154):

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