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Snowflake SnowPro Advanced Architect Certification Sample Questions (Q27-Q32):

NEW QUESTION # 27
Based on the Snowflake object hierarchy, what securable objects belong directly to a Snowflake account? (Select THREE).

A. Warehouse
B. Database
C. Schema
D. Role
E. Table
F. Stage

Answer: A,B,D

Explanation:
A securable object is an entity to which access can be granted in Snowflake. Securable objects include databases, schemas, tables, views, stages, pipes, functions, procedures, sequences, tasks, streams, roles, warehouses, and shares1.
The Snowflake object hierarchy is a logical structure that organizes the securable objects in a nested manner. The top-most container is the account, which contains all the databases, roles, and warehouses for the customer organization. Each database contains schemas, which in turn contain tables, views, stages, pipes, functions, procedures, sequences, tasks, and streams. Each role can be granted privileges on other roles or securable objects. Each warehouse can be used to execute queries on securable objects2.
Based on the Snowflake object hierarchy, the securable objects that belong directly to a Snowflake account are databases, roles, and warehouses. These objects are created and managed at the account level, and do not depend on any other securable object. The other options are not correct because:
Schemas belong to databases, not to accounts. A schema must be created within an existing database3.
Tables belong to schemas, not to accounts. A table must be created within an existing schema4.
Stages belong to schemas or tables, not to accounts. A stage must be created within an existing schema or table.
Reference:
1: Overview of Access Control | Snowflake Documentation
2: Securable Objects | Snowflake Documentation
3: CREATE SCHEMA | Snowflake Documentation
4: CREATE TABLE | Snowflake Documentation
[5]: CREATE STAGE | Snowflake Documentation

NEW QUESTION # 28
The IT Security team has identified that there is an ongoing credential stuffing attack on many of their organization's system.
What is the BEST way to find recent and ongoing login attempts to Snowflake?

A. Query the LOGIN_HISTORY view in the ACCOUNT_USAGE schema in the SNOWFLAKE database.
B. View the Users section in the Account tab in the Snowflake UI and review the last login column.
C. View the History tab in the Snowflake UI and set up a filter for SQL text that contains the text
"LOGIN".
D. Call the LOGIN_HISTORY Information Schema table function.

Answer: A

Explanation:
This view can be used to query login attempts by Snowflake users within the last 365 days (1 year). It provides information such as the event timestamp, the user name, the client IP, the authentication method, the success or failure status, and the error code or message if the login attempt was unsuccessful. By querying this view, the IT Security team can identify any suspicious or malicious login attempts to Snowflake and take appropriate actions to prevent credential stuffing attacks1. The other options are not the best ways to find recent and ongoing login attempts to Snowflake. Option A is incorrect because the LOGIN_HISTORY Information Schema table function only returns login events within the last 7 days, which may not be sufficient to detect credential stuffing attacks that span a longer period of time2. Option C is incorrect because the History tab in the Snowflake UI only shows the queries executed by the current user or role, not the login events of other users or roles3. Option D is incorrect because the Users section in the Account tab in the Snowflake UI only shows the last login time for each user, not the details of the login attempts or the failures.

NEW QUESTION # 29
An Architect is integrating an application that needs to read and write data to Snowflake without installing any additional software on the application server.
How can this requirement be met?

A. Use the Snowpipe REST API.
B. Use the Snowflake ODBC driver.
C. Use the Snowflake SQL REST API.
D. Use SnowSQL.

Answer: C

Explanation:
The Snowflake SQL REST API is a REST API that you can use to access and update data in a Snowflake database. You can use this API to execute standard queries and most DDL and DML statements. This API can be used to develop custom applications and integrations that can read and write data to Snowflake without installing any additional software on the application server. Option A is not correct because SnowSQL is a command-line client that requires installation and configuration on the application server. Option B is not correct because the Snowpipe REST API is used to load data from cloud storage into Snowflake tables, not to read or write data to Snowflake. Option D is not correct because the Snowflake ODBC driver is a software component that enables applications to connect to Snowflake using the ODBC protocol, which also requires installation and configuration on the application server. References: The answer can be verified from Snowflake's official documentation on the Snowflake SQL REST API available on their website. Here are some relevant links:
* Snowflake SQL REST API | Snowflake Documentation
* Introduction to the SQL API | Snowflake Documentation
* Submitting a Request to Execute SQL Statements | Snowflake Documentation

NEW QUESTION # 30
The Business Intelligence team reports that when some team members run queries for their dashboards in parallel with others, the query response time is getting significantly slower What can a Snowflake Architect do to identify what is occurring and troubleshoot this issue?

Answer: D

NEW QUESTION # 31
What does Percentage scanned from cache in the query profile signify?

A. The percentage of data scanned from the local disk cache
B. The percentage of data scanned from the QUERY cache
C. The percentage of data scanned from the METADATA cache

Answer: A

NEW QUESTION # 32
......

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Real Snowflake ARA-C01 Dumps–Attempt the Exam in the Optimal Way

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Snowflake SnowPro Advanced Architect Certification Sample Questions (Q27-Q32):

Enhance Your Preparation with the Snowflake ARA-C01 Online Practice Test Engine