ARA-C01 Exam Question 106

Following objects can be cloned in snowflake
  • ARA-C01 Exam Question 107

    A table contains five columns and it has millions of records. The cardinality distribution of the columns is shown below:

    Column C4 and C5 are mostly used by SELECT queries in the GROUP BY and ORDER BY clauses. Whereas columns C1, C2 and C3 are heavily used in filter and join conditions of SELECT queries.
    The Architect must design a clustering key for this table to improve the query performance.
    Based on Snowflake recommendations, how should the clustering key columns be ordered while defining the multi-column clustering key?
  • ARA-C01 Exam Question 108

    A retail company has over 3000 stores all using the same Point of Sale (POS) system. The company wants to deliver near real-time sales results to category managers. The stores operate in a variety of time zones and exhibit a dynamic range of transactions each minute, with some stores having higher sales volumes than others.
    Sales results are provided in a uniform fashion using data engineered fields that will be calculated in a complex data pipeline. Calculations include exceptions, aggregations, and scoring using external functions interfaced to scoring algorithms. The source data for aggregations has over 100M rows.
    Every minute, the POS sends all sales transactions files to a cloud storage location with a naming convention that includes store numbers and timestamps to identify the set of transactions contained in the files. The files are typically less than 10MB in size.
    How can the near real-time results be provided to the category managers? (Select TWO).
  • ARA-C01 Exam Question 109

    An Architect is designing a pipeline to stream event data into Snowflake using the Snowflake Kafka connector. The Architect's highest priority is to configure the connector to stream data in the MOST cost-effective manner.
    Which of the following is recommended for optimizing the cost associated with the Snowflake Kafka connector?
  • ARA-C01 Exam Question 110

    A company needs to have the following features available in its Snowflake account:
    1. Support for Multi-Factor Authentication (MFA)
    2. A minimum of 2 months of Time Travel availability
    3. Database replication in between different regions
    4. Native support for JDBC and ODBC
    5. Customer-managed encryption keys using Tri-Secret Secure
    6. Support for Payment Card Industry Data Security Standards (PCI DSS)
    In order to provide all the listed services, what is the MINIMUM Snowflake edition that should be selected during account creation?