Snowflake SnowPro Core Practice Test 49
Question 480
For an original SnowPro Core educational scenario, consider: Finance assumes that setting a resource monitor cap prevents every kind of serverless service charge automatically. Select TWO complementary steps: the targeted correction and its strongest prechange validation.
- Change: Configure suitable warehouse resource monitor thresholds and supported notifications or suspension actions; separately monitor serverless usage.
- Check: Inspect assigned warehouse monitor, thresholds, triggered actions and other service meter usage.
- Check: Compare ownership and dependent grants before and after transfer using SHOW GRANTS.
- Change: Create least-privilege custom roles with explicit object grants and appropriate parent-role inheritance instead of using broad system roles.
- Ignore serverless credits because one warehouse resource monitor is enabled.
Explanation
Correct Answer
A:Resource monitors govern supported warehouse credit consumption and are not a universal spending cap for all Snowflake services. Acceptance: The watched warehouse raises alerts or suspends as configured without claiming to cap unrelated charges.
B:Resource monitors govern supported warehouse credit consumption and are not a universal spending cap for all Snowflake services. Required intervention: Configure suitable warehouse resource monitor thresholds and supported notifications or suspension actions; separately monitor serverless usage.
Incorrect Answers
C:Check: Compare ownership and dependent grants before and after transfer using SHOW GRANTS. Resource monitors govern supported warehouse credit consumption and are not a universal spending cap for all Snowflake services.
D:Change: Create least-privilege custom roles with explicit object grants and appropriate parent-role inheritance instead of using broad system roles. Resource monitors govern supported warehouse credit consumption and are not a universal spending cap for all Snowflake services.
E:For this select two assessment, the shortcut changes or bypasses the necessary correctness, governance or operational boundary rather than correcting it. Resource monitors govern supported warehouse credit consumption and are not a universal spending cap for all Snowflake services.
Question 481
A Snowflake engineer is examining this platform situation: A test staging table retains old data longer than needed while a regulated permanent table has insufficient historical recovery window. A proposed shortcut is: Assign an arbitrary 365-day Time Travel value to every Snowflake table without checking feature limits. What should the Snowflake engineer recommend as the narrowly scoped correction? Select ONE best answer.
- Assign an arbitrary 365-day Time Travel value to every Snowflake table without checking feature limits.
- Set supported retention values per object type, edition and legal recovery need, with measured storage impact.
- Apply account- or user-scope network policy with accurate allowed sources and tested break-glass access.
- Assign controlled imported privileges or supported database-role access to the shared SNOWFLAKE reporting database.
Explanation
Correct Answer
B:Time Travel retention limits vary by table class and edition, and historical storage contributes to cost. Applied case: A test staging table retains old data longer than needed while a regulated permanent table has insufficient historical recovery window.
Incorrect Answers
A:Time Travel retention limits vary by table class and edition, and historical storage contributes to cost. For this best change assessment, the shortcut changes or bypasses the necessary correctness, governance or operational boundary rather than correcting it.
C:Apply account- or user-scope network policy with accurate allowed sources and tested break-glass access. Time Travel retention limits vary by table class and edition, and historical storage contributes to cost.
D:Assign controlled imported privileges or supported database-role access to the shared SNOWFLAKE reporting database. Time Travel retention limits vary by table class and edition, and historical storage contributes to cost.
Question 482
A Snowflake implementation review finds: A test staging table retains old data longer than needed while a regulated permanent table has insufficient historical recovery window. The team proposes: Set supported retention values per object type, edition and legal recovery need, with measured storage impact. Which platform principle most strongly supports the recommended response? Select ONE best answer.
- Database roles are scoped to their database and cannot be activated directly as session primary roles; account roles can inherit them.
- Cross-region recovery requires explicitly configured replication and failover; local zero-copy cloning is not geographic disaster recovery.
- Time Travel retention limits vary by table class and edition, and historical storage contributes to cost.
- Resource monitors govern supported warehouse credit consumption and are not a universal spending cap for all Snowflake services.
Explanation
Correct Answer
C:Demonstrable success requires: Each dataset has a documented recovery horizon consistent with actual platform support. Applied case: A test staging table retains old data longer than needed while a regulated permanent table has insufficient historical recovery window.
Incorrect Answers
A:Database roles are scoped to their database and cannot be activated directly as session primary roles; account roles can inherit them. Time Travel retention limits vary by table class and edition, and historical storage contributes to cost.
B:Cross-region recovery requires explicitly configured replication and failover; local zero-copy cloning is not geographic disaster recovery. Time Travel retention limits vary by table class and edition, and historical storage contributes to cost.
D:Resource monitors govern supported warehouse credit consumption and are not a universal spending cap for all Snowflake services. Time Travel retention limits vary by table class and edition, and historical storage contributes to cost.
Question 483
The data platform team has not yet approved changes. Current evidence indicates: A test staging table retains old data longer than needed while a regulated permanent table has insufficient historical recovery window. Which evidence best tests the technical diagnosis before approving a disruptive change? Select ONE best answer.
- Inspect SHOW GRANTS, role hierarchy and active session role for the target object and user.
- Compare ownership and dependent grants before and after transfer using SHOW GRANTS.
- Inspect effective retention parameters and attempt a safe as-of query at an approved timestamp.
- Test selected ACCOUNT_USAGE views under a read-only audit role and verify available columns and latency.
Explanation
Correct Answer
C:Time Travel retention limits vary by table class and edition, and historical storage contributes to cost. This check tests the actual data, compute or access boundary before an operationally risky change.
Incorrect Answers
A:Inspect SHOW GRANTS, role hierarchy and active session role for the target object and user. Time Travel retention limits vary by table class and edition, and historical storage contributes to cost.
B:Compare ownership and dependent grants before and after transfer using SHOW GRANTS. Time Travel retention limits vary by table class and edition, and historical storage contributes to cost.
D:Test selected ACCOUNT_USAGE views under a read-only audit role and verify available columns and latency. Time Travel retention limits vary by table class and edition, and historical storage contributes to cost.
Question 484
A candidate correction has been tested and the platform team requires a post-change acceptance check. Original problem: A test staging table retains old data longer than needed while a regulated permanent table has insufficient historical recovery window. The service owner needs positive and negative results and evidence that legitimate data workflows still function. Which acceptance result demonstrates correct platform behavior without disrupting authorized workflows? Select ONE best answer.
- Each dataset has a documented recovery horizon consistent with actual platform support.
- Approved clients connect while unexpected source networks are rejected before sensitive work proceeds.
- The department can query the designated database while unrelated databases remain private.
- The pipeline authenticates securely without depending on an individual's privileged interactive credentials.
Explanation
Correct Answer
A:Time Travel retention limits vary by table class and edition, and historical storage contributes to cost. The result must be validated using the documented dataset or access context.
Incorrect Answers
B:Approved clients connect while unexpected source networks are rejected before sensitive work proceeds. Time Travel retention limits vary by table class and edition, and historical storage contributes to cost.
C:The department can query the designated database while unrelated databases remain private. Time Travel retention limits vary by table class and edition, and historical storage contributes to cost.
D:The pipeline authenticates securely without depending on an individual's privileged interactive credentials. Time Travel retention limits vary by table class and edition, and historical storage contributes to cost.
Question 485
An implementation sign-off request identifies the following problem: A test staging table retains old data longer than needed while a regulated permanent table has insufficient historical recovery window. Which paired technical change and validation should close the implementation review? Select ONE best answer.
- Change: Use a managed access schema and delegate grant decisions to the schema owner or a role with MANAGE GRANTS. Verify: Check schema type, object ownership and whether the correct role can GRANT SELECT in a controlled test.
- Change: Set supported retention values per object type, edition and legal recovery need, with measured storage impact. Verify: Inspect effective retention parameters and attempt a safe as-of query at an approved timestamp.
- Change: Apply dynamic masking policies with role-aware conditions to appropriately classified sensitive columns. Verify: Query the same protected column under authorized and limited roles and review masking-policy bindings.
- Change: Grant the minimum required USAGE on parent database and schema plus explicit object-level privileges and warehouse access. Verify: Check SHOW GRANTS for database, schema, table and selected warehouse on the active role.
Explanation
Correct Answer
B:Time Travel retention limits vary by table class and edition, and historical storage contributes to cost. The change is successful only when: Each dataset has a documented recovery horizon consistent with actual platform support.
Incorrect Answers
A:Change: Use a managed access schema and delegate grant decisions to the schema owner or a role with MANAGE GRANTS. Time Travel retention limits vary by table class and edition, and historical storage contributes to cost.
C:Change: Apply dynamic masking policies with role-aware conditions to appropriately classified sensitive columns. Time Travel retention limits vary by table class and edition, and historical storage contributes to cost.
D:Change: Grant the minimum required USAGE on parent database and schema plus explicit object-level privileges and warehouse access. Time Travel retention limits vary by table class and edition, and historical storage contributes to cost.
Question 486
A Snowflake engineer is examining this platform situation: A developer sets DATA_RETENTION_TIME_IN_DAYS beyond what the purchased edition or table type supports. A proposed shortcut is: Assign an arbitrary 365-day Time Travel value to every Snowflake table without checking feature limits. What should the Snowflake engineer recommend as the narrowly scoped correction? Select ONE best answer.
- Define appropriate FUTURE grants on the intended database or schema in addition to any existing-object grants.
- Set supported retention values per object type, edition and legal recovery need, with measured storage impact.
- Assign an arbitrary 365-day Time Travel value to every Snowflake table without checking feature limits.
- Configure suitable warehouse resource monitor thresholds and supported notifications or suspension actions; separately monitor serverless usage.
Explanation
Correct Answer
B:Time Travel retention limits vary by table class and edition, and historical storage contributes to cost. This targeted change addresses the stated technical or governance gap without discarding necessary controls.
Incorrect Answers
A:Define appropriate FUTURE grants on the intended database or schema in addition to any existing-object grants. Time Travel retention limits vary by table class and edition, and historical storage contributes to cost.
C:Time Travel retention limits vary by table class and edition, and historical storage contributes to cost. Use this instead: Set supported retention values per object type, edition and legal recovery need, with measured storage impact.
D:Configure suitable warehouse resource monitor thresholds and supported notifications or suspension actions; separately monitor serverless usage. Time Travel retention limits vary by table class and edition, and historical storage contributes to cost.
Question 487
A Snowflake implementation review finds: A developer sets DATA_RETENTION_TIME_IN_DAYS beyond what the purchased edition or table type supports. The team proposes: Set supported retention values per object type, edition and legal recovery need, with measured storage impact. Which platform principle most strongly supports the recommended response? Select ONE best answer.
- Reading a table normally requires privileges on its containing database and schema as well as SELECT on the table; warehouse USAGE is separate.
- Time Travel retention limits vary by table class and edition, and historical storage contributes to cost.
- In managed access schemas, individual object owners cannot independently grant privileges; schema ownership or global grant management controls them.
- Database roles are scoped to their database and cannot be activated directly as session primary roles; account roles can inherit them.
Explanation
Correct Answer
B:Demonstrable success requires: Each dataset has a documented recovery horizon consistent with actual platform support. This principle explains the proposed technical approach, which is: Set supported retention values per object type, edition and legal recovery need, with measured storage impact.
Incorrect Answers
A:Reading a table normally requires privileges on its containing database and schema as well as SELECT on the table; warehouse USAGE is separate. Time Travel retention limits vary by table class and edition, and historical storage contributes to cost.
C:In managed access schemas, individual object owners cannot independently grant privileges; schema ownership or global grant management controls them. Time Travel retention limits vary by table class and edition, and historical storage contributes to cost.
D:Database roles are scoped to their database and cannot be activated directly as session primary roles; account roles can inherit them. A developer sets DATA_RETENTION_TIME_IN_DAYS beyond what the purchased edition or table type supports.
Question 488
The data platform team has not yet approved changes. Current evidence indicates: A developer sets DATA_RETENTION_TIME_IN_DAYS beyond what the purchased edition or table type supports. Which evidence best tests the technical diagnosis before approving a disruptive change? Select ONE best answer.
- Test selected ACCOUNT_USAGE views under a read-only audit role and verify available columns and latency.
- Inspect tags on representative new columns and policy bindings across changing schemas.
- Inspect effective retention parameters and attempt a safe as-of query at an approved timestamp.
- Query the same protected column under authorized and limited roles and review masking-policy bindings.
Explanation
Correct Answer
C:Time Travel retention limits vary by table class and edition, and historical storage contributes to cost. Applied case: A developer sets DATA_RETENTION_TIME_IN_DAYS beyond what the purchased edition or table type supports.
Incorrect Answers
A:Test selected ACCOUNT_USAGE views under a read-only audit role and verify available columns and latency. A developer sets DATA_RETENTION_TIME_IN_DAYS beyond what the purchased edition or table type supports.
B:Inspect tags on representative new columns and policy bindings across changing schemas. Time Travel retention limits vary by table class and edition, and historical storage contributes to cost.
D:Query the same protected column under authorized and limited roles and review masking-policy bindings. Time Travel retention limits vary by table class and edition, and historical storage contributes to cost.
Question 489
A candidate correction has been tested and the platform team requires a post-change acceptance check. Original problem: A developer sets DATA_RETENTION_TIME_IN_DAYS beyond what the purchased edition or table type supports. The service owner needs positive and negative results and evidence that legitimate data workflows still function. Which acceptance result demonstrates correct platform behavior without disrupting authorized workflows? Select ONE best answer.
- Authorized employees sign in securely and removed employees cannot retain access through stale credentials.
- The watched warehouse raises alerts or suspends as configured without claiming to cap unrelated charges.
- Each dataset has a documented recovery horizon consistent with actual platform support.
- Intended users can perform only authorized operations, and the privilege chain is auditable.
Explanation
Correct Answer
C:Time Travel retention limits vary by table class and edition, and historical storage contributes to cost. The approved implementation step was: Set supported retention values per object type, edition and legal recovery need, with measured storage impact.
Incorrect Answers
A:Authorized employees sign in securely and removed employees cannot retain access through stale credentials. Time Travel retention limits vary by table class and edition, and historical storage contributes to cost.
B:The watched warehouse raises alerts or suspends as configured without claiming to cap unrelated charges. Time Travel retention limits vary by table class and edition, and historical storage contributes to cost.
D:Intended users can perform only authorized operations, and the privilege chain is auditable. Time Travel retention limits vary by table class and edition, and historical storage contributes to cost.
Question 490
For an original SnowPro Core educational scenario, consider: A developer sets DATA_RETENTION_TIME_IN_DAYS beyond what the purchased edition or table type supports. Select TWO complementary steps: the targeted correction and its strongest prechange validation.
- Check: Inspect effective retention parameters and attempt a safe as-of query at an approved timestamp.
- Change: Set supported retention values per object type, edition and legal recovery need, with measured storage impact.
- Check: Inspect database-role grants, parent account-role membership and a permitted SELECT using the active account role.
- Change: Create least-privilege custom roles with explicit object grants and appropriate parent-role inheritance instead of using broad system roles.
- Assign an arbitrary 365-day Time Travel value to every Snowflake table without checking feature limits.
Explanation
Correct Answer
A:Time Travel retention limits vary by table class and edition, and historical storage contributes to cost. Required intervention: Set supported retention values per object type, edition and legal recovery need, with measured storage impact.
B:Time Travel retention limits vary by table class and edition, and historical storage contributes to cost. Evidence: Inspect effective retention parameters and attempt a safe as-of query at an approved timestamp.
Incorrect Answers
C:Check: Inspect database-role grants, parent account-role membership and a permitted SELECT using the active account role. Time Travel retention limits vary by table class and edition, and historical storage contributes to cost.
D:Change: Create least-privilege custom roles with explicit object grants and appropriate parent-role inheritance instead of using broad system roles. Time Travel retention limits vary by table class and edition, and historical storage contributes to cost.
E:For this select two assessment, the shortcut changes or bypasses the necessary correctness, governance or operational boundary rather than correcting it. Time Travel retention limits vary by table class and edition, and historical storage contributes to cost.