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Snowflake ADA-C02 Exam Syllabus Topics:

SectionObjectives
Topic 1: Data Protection and Recovery- Backup and recovery mechanisms
  • 1. Cloning and data recovery strategies
    • 2. Time Travel and Fail-safe concepts
      Topic 2: Data Loading and Unloading- Bulk and continuous data ingestion
      • 1. Stages and file formats
        • 2. COPY INTO operations
          Topic 3: Snowflake Architecture and Virtual Warehouses- Snowflake architecture concepts
          • 1. Separation of storage and compute
            • 2. Virtual warehouse usage and scaling
              Topic 4: Performance and Monitoring- Performance tuning and optimization
              • 1. Query performance analysis
                • 2. Warehouse sizing and scaling strategies
                  Topic 5: Account and Resource Administration- Account configuration and management
                  • 1. Users, roles, and permissions
                    • 2. Resource monitors and governance basics
                      Topic 6: Security and Access Control- Authentication and authorization
                      • 1. Network policies and secure access
                        • 2. Role-based access control (RBAC)

                          Snowflake SnowPro Advanced Administrator ADA-C02 Sample Questions:

                          1. What are benefits of creating and maintaining resource monitors in Snowflake? (Choose three.)

                          A) Multiple triggers can be configured across various virtual warehouse thresholds.
                          B) Resource monitor governance is tightly controlled and monitors can only be created by the ACCOUNTADMIN role or users with the CREATE MONITOR privilege.
                          C) Resource monitors add no additional load to virtual warehouse compute.
                          D) Resource monitors can be applied to more than one virtual warehouse.
                          E) Multiple resource monitors can be applied to a single virtual warehouse.
                          F) The cost of running a resource monitor is only 10% of a credit, per day of operation.


                          2. An Administrator receives data from a Snowflake partner. The partner is sharing a dataset that contains multiple secure views. The Administrator would like to configure the data so that only certain roles can see certain secure views.
                          How can this be accomplished?

                          A) Apply RBAC directly onto the partner's shared secure views.
                          B) Individually grant imported privileges onto the schema in the share.
                          C) Clone the data and insert it into a company-owned share and apply the desired RBAC on the new tables.
                          D) Create views over the incoming shared database and apply the desired RBAC onto these views.


                          3. 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 = true;
                          ALTER ACCOUNT my_account SET
                          REQUIRE_STORAGE_INTEGRATION_FOR_STAGE_OPERATION = true;
                          ALTER ACCOUNT my_account SET
                          PREVENT_UNLOAD_TO_INLINE_URL = false;
                          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 = true;
                          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 = true;
                          D) 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;


                          4. A Snowflake Administrator needs to set up Time Travel for a presentation area that includes facts and dimensions tables, and receives a lot of meaningless and erroneous IoT data. Time Travel is being used as a component of the company's data quality process in which the ingestion pipeline should revert to a known quality data state if any anomalies are detected in the latest load. Data from the past 30 days may have to be retrieved because of latencies in the data acquisition process.
                          According to best practices, how should these requirements be met? (Choose two.)

                          A) The fact and dimension tables should be cloned together using the same Time Travel options to reduce potential referential integrity issues with the restored data.
                          B) The fact and dimension tables should have the same DATA_RETENTION_TIME_IN_DAYS.
                          C) Only TRANSIENT tables should be used to ensure referential integrity between the fact and dimension tables.
                          D) Related data should not be placed together in the same schema. Facts and dimension tables should each have their own schemas.
                          E) The DATA_RETENTION_TIME_IN_DAYS should be kept at the account level and never used for lower level containers (databases and schemas).


                          5. MY_TABLE is a table that has not been updated or modified for several days. On 01 January 2021 at 07:01, a user executed a query to update this table. The query ID is '8e5d0ca9-005e-44e6-b858-a8f5b37c5726'. It is now 07:30 on the same day.
                          Which queries will allow the user to view the historical data that was in the table before this query was executed? (Choose three.)

                          A) SELECT * FROM TIME_TRAVEL('MY_TABLE', 2021-01-01 07:00:00);
                          B) SELECT * FROM my_table AT(OFFSET => -60*30);
                          C) SELECT * FROM my_table BEFORE(STATEMENT => '8e5d0ca9-005e-44e6-b858-a8f5b37c5726');
                          D) SELECT * FROM my_table PRIOR TO STATEMENT '8e5d0ca9-005e-44e6-b858-a8f5b37c5726';
                          E) SELECT * FROM my_table AT(TIMESTAMP => '2021-01-01 07:00:00'::timestamp);
                          F) SELECT * FROM my_table WITH TIME TRAVEL(OFFSET => -60*30);


                          Solutions:

                          Question # 1
                          Answer: A,D,E
                          Question # 2
                          Answer: D
                          Question # 3
                          Answer: B
                          Question # 4
                          Answer: A,B
                          Question # 5
                          Answer: B,C,E

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