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| Section | Objectives |
|---|---|
| Data Loading and Unloading | - Data unloading and external stages - Bulk loading using stages and COPY INTO |
| Data Transformations and Querying | - SQL querying in Snowflake - Semi-structured data handling (VARIANT, JSON, Parquet) |
| Snowflake Architecture and Overview | - Virtual warehouses and resource scaling concepts - Snowflake architecture concepts (cloud data platform, separation of storage and compute) |
| Data Protection, Security, and Performance | - Time Travel and Fail-safe concepts - Role-based access control (RBAC) - Query performance optimization basics |
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NEW QUESTION # 650
On which of the following cloud platform can a Snowflake account be hosted? Choose 2 answers
Answer: A,B
NEW QUESTION # 651
Which Snowflake function and command combination should be used to convert rows in a relational table to a single VARIANT column, and unload the rows Into a file in JSON format? (Select TWO).
Answer: B,D
Explanation:
To convert rows in a relational table to a single VARIANT column and unload the rows into a file in JSON format, you can use the COPY command in combination with the OBJECT_CONSTRUCT function. The OBJECT_CONSTRUCT function converts the row into a JSON object stored in a VARIANT column, and the COPY command can then be used to unload this data into a JSON file.
Snowflake Documentation: OBJECT_CONSTRUCT
Snowflake Documentation: COPY INTO <location>
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NEW QUESTION # 652
Which data sharing option allows a Snowflake user to set up and manage a group of accounts and offer a share to that group?
Answer: C
Explanation:
Snowsight, the Snowflake user interface, supports a variety of chart types for data visualization, including line charts and pie charts. These chart types help users analyze and interpret data more effectively.
Line Charts: Useful for showing trends over time or comparing different data sets.
Pie Charts: Ideal for displaying proportions and percentages within a dataset.
Reference:
Snowflake Documentation: Visualizing Data with Snowsight
Snowflake Documentation: Chart Types
NEW QUESTION # 653
Which of the following are handled by the cloud services layer of the Snowflake architecture? (Choose two.)
Answer: A,E
NEW QUESTION # 654
Which of the following describes external functions in Snowflake?
Answer: C
Explanation:
External functions in Snowflake are a special type of User-Defined Function (UDF) that call code executed outside of Snowflake, typically through a remote service. Unlike traditional UDFs, external functions do not contain SQL code within Snowflake; instead, they interact with external services to process data2.
https://docs.snowflake.com/en/sql-reference/external-functions.html#:~:text=External%20functions%20are%
20user%2Ddefined,code%20running%20outside%20of%20Snowflake.
NEW QUESTION # 655
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