2025 SNOWFLAKE MARVELOUS ADA-C01 BOOK PDF

2025 Snowflake Marvelous ADA-C01 Book Pdf

2025 Snowflake Marvelous ADA-C01 Book Pdf

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Snowflake SnowPro Advanced Administrator Sample Questions (Q40-Q45):

NEW QUESTION # 40
What roles or security privileges will allow a consumer account to request and get data from the Data Exchange? (Select TWO).

  • A. ACCOUNTADMIN
  • B. SECURITYADMIN
  • C. IMPORT PRIVILEGES and SHARED DATABASE
  • D. IMPORT SHARE and CREATE DATABASE
  • E. SYSADMIN

Answer: A,D

Explanation:
According to the Accessing a Data Exchange documentation, a consumer account can request and get data from the Data Exchange using either the ACCOUNTADMIN role or a role with the IMPORT SHARE and CREATE DATABASE privileges. The ACCOUNTADMIN role is the top-level role that has all privileges on all objects in the account, including the ability to request and get data from the Data Exchange. A role with the IMPORT SHARE and CREATE DATABASE privileges can also request and get data from the Data Exchange, as these are the minimum privileges required to create a database from a share. The other options are incorrect because:
* A. The SYSADMIN role does not have the privilege to request and get data from the Data Exchange, unless it is also granted the IMPORT SHARE and CREATE DATABASE privileges. The SYSADMIN role is a pre-defined role that has all privileges on all objects in the account, except for the privileges reserved for the ACCOUNTADMIN role, such as managing users, roles, and shares.
* B. The SECURITYADMIN role does not have the privilege to request and get data from the Data Exchange, unless it is also granted the IMPORT SHARE and CREATE DATABASE privileges. The SECURITYADMIN role is a pre-defined role that has the privilege to manage security objects in the account, such as network policies, encryption keys, and security integrations, but not data objects, such as databases, schemas, and tables.
* E. The IMPORT PRIVILEGES and SHARED DATABASE are not valid privileges in Snowflake. The correct privilege names are IMPORT SHARE and CREATE DATABASE, as explained above.


NEW QUESTION # 41
A Snowflake Administrator is investigating why a query is not re-using the persisted result cache.
The Administrator found the two relevant queries from the SNOWFLAKE. ACCOUNT_USAGE. QUERY_HISTORY view:

Why is the second query re-scanning micro-partitions instead of using the first query's persisted result cache?

  • A. The second query includes a CURRENT_TIMESTAMP () function.
  • B. The queries are executed with two different virtual warehouses.
  • C. The second query includes a CURRENT_DATE () function.
  • D. The queries are executed with two different roles.

Answer: A

Explanation:
The inclusion of the CURRENT_TIMESTAMP() function in the second query prevents it from re-using the first query's persisted result cache because this function makes each execution unique due to the constantly changing timestamp. According to the Snowflake documentation, "The query does not include non-reusable functions, which return different results for successive runs of the same query. UUID_STRING, RANDOM, and RANDSTR are good examples of non-reusable functions." The CURRENT_TIMESTAMP() function is another example of a non-reusable function, as it returns the current date and time at the start of query execution, which varies for each run. Therefore, the second query is not identical to the first query, and the result cache is not reused. The other options are either incorrect or irrelevant to the question. Option B is incorrect, as the CURRENT_DATE() function is a reusable function, as it returns the same value for all queries executed within the same day. Option C is irrelevant, as the virtual warehouse used to execute the query does not affect the result cache reuse. Option D is also irrelevant, as the role used to execute the query does not affect the result cache reuse, as long as the role has the necessary access privileges for all the tables used in the query.


NEW QUESTION # 42
What is required for stages, without credentials, to limit data exfiltration after a storage integration and associated stages are created?

  • A. ALTER ACCOUNT my_account SET
    REQUIRE_STORAGE_INTEGRATION_FOR_STAGE_CREATION = false;
    ALTER ACCOUNT my_account SET
    REQUIRE_STORAGE_INTEGRATION_FOR_STAGE_OPERATION = false;
    ALTER ACCOUNT my_account SET
    PREVENT_UNLOAD_TO_INLINE_URL = true;
  • B. ALTER ACCOUNT my_account SET
    REQUIRE_STORAGE_INTEGRATION_FOR_STAGE_CREATION = true;
    ALTER ACCOUNT my_account SET
    REQUIRE_STORAGE_INTEGRATION_FOR_STAGE_OPERATION = true;
    ALTER ACCOUNT my_account SET
    PREVENT_UNLOAD_TO_INLINE_URL = false;
  • C. ALTER ACCOUNT my_account SET
    REQUIRE_STORAGE_INTEGRATION_FOR_STAGE_CREATION = false;
    ALTER ACCOUNT my_account SET
    REQUIRE_STORAGE_INTEGRATION_FOR_STAGE_OPERATION = false;
    ALTER ACCOUNT my_account SET
    PREVENT_UNLOAD_TO_INLINE_URL = false;
  • D. ALTER ACCOUNT my_account SET
    REQUIRE_STORAGE_INTEGRATION_FOR_STAGE_CREATION = true;
    ALTER ACCOUNT my_account SET
    REQUIRE_STORAGE_INTEGRATION FOR STAGE_OPERATION = true;
    ALTER ACCOUNT my_account SET
    PREVENT_UNLOAD_TO_INLINE_URL = true;

Answer: D

Explanation:
According to the Snowflake documentation1, stages without credentials are a way to create external stages that use storage integrations to access data files in cloud storage without providing any credentials to Snowflake. Storage integrations are objects that define a trust relationship between Snowflake and a cloud provider, allowing Snowflake to authenticate and authorize access to the cloud storage. To limit data exfiltration after a storage integration and associated stages are created, the following account-level parameters can be set:
* REQUIRE_STORAGE_INTEGRATION_FOR_STAGE_CREATION: This parameter enforces that all external stages must be created using a storage integration. This prevents users from creating external stages with inline credentials or URLs that point to unauthorized locations.
* REQUIRE_STORAGE_INTEGRATION_FOR_STAGE_OPERATION: This parameter enforces that all operations on external stages, such as PUT, GET, COPY, and LIST, must use a storage integration. This prevents users from performing operations on external stages with inline credentials or URLs that point to unauthorized locations.
* PREVENT_UNLOAD_TO_INLINE_URL: This parameter prevents users from unloading data from Snowflake tables to inline URLs that do not use a storage integration. This prevents users from exporting data to unauthorized locations.
Therefore, the correct answer is option D, which sets all these parameters to true. Option A is incorrect because it sets PREVENT_UNLOAD_TO_INLINE_URL to false, which allows users to unload data to inline URLs that do not use a storage integration. Option B is incorrect because it sets both REQUIRE_STORAGE_INTEGRATION_FOR_STAGE_CREATION and REQUIRE_STORAGE_INTEGRATION_FOR_STAGE_OPERATION to false, which allows users to create and operate on external stages without using a storage integration. Option C is incorrect because it sets all the parameters to false, which does not enforce any restrictions on data exfiltration.


NEW QUESTION # 43
An Administrator has a user who needs to be able to suspend and resume a task based on the current virtual warehouse load, but this user should not be able to modify the task or start a new run.
What privileges should be granted to the user to meet these requirements? (Select TWO).

  • A. EXECUTE TASK on the task
  • B. USAGE on the database and schema containing the task
  • C. OPERATE on the task
  • D. OWNERSHIP on the database and schema containing the task
  • E. OWNERSHIP on the task

Answer: B,C


NEW QUESTION # 44
For Snowflake network policies, what will occur when the account_level and user_level network policies are both defined?

  • A. A network policy error will be generated with no definitions provided.
  • B. The user_level policy will override the account_level policy.
  • C. The user_level network policies will not be supported.
  • D. The account_level policy will override the user_level policy.

Answer: B

Explanation:
Explanation
According to the Network Policies documentation, a network policy can be applied to an account, a security integration, or a user. If there are network policies applied to more than one of these, the most specific network policy overrides more general network policies. The following summarizes the order of precedence:
*Account: Network policies applied to an account are the most general network policies. They are overridden by network policies applied to a security integration or user.
*Security Integration: Network policies applied to a security integration override network policies applied to the account, but are overridden by a network policy applied to a user.
*User: Network policies applied to a user are the most specific network policies. They override both accounts and security integrations.
Therefore, if both the account_level and user_level network policies are defined, the user_level policy will take effect and the account_level policy will be ignored. The other options are incorrect because:
*The account_level policy will not override the user_level policy, as explained above.
*The user_level network policies will be supported, as they are part of the network policyfeature.
*A network policy error will not be generated, as there is no conflict between the account_level and user_level network policies.


NEW QUESTION # 45
......

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