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Question 610 - COF-C02 discussion

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When unloading data with the COPY into <location> command, what is the purpose of the PARTITION BY <expression> parameter option?

A.
To sort the contents of the output file by the specified expression.
Answers
A.
To sort the contents of the output file by the specified expression.
B.
To delimit the records in the output file using the specified expression.
Answers
B.
To delimit the records in the output file using the specified expression.
C.
To include a new column in the output using the specified window function expression.
Answers
C.
To include a new column in the output using the specified window function expression.
D.
To split the output into multiple files, one for each distinct value of the specified expression.
Answers
D.
To split the output into multiple files, one for each distinct value of the specified expression.
Suggested answer: D

Explanation:

The PARTITION BY <expression> parameter option in the COPY INTO <location> command is used to split the output into multiple files based on the distinct values of the specified expression. This feature is particularly useful for organizing large datasets into smaller, more manageable files and can help with optimizing downstream processing or consumption of the data. For example, if you are unloading a large dataset of transactions and use PARTITION BY DATE(transactions.transaction_date), Snowflake generates a separate output file for each unique transaction date, facilitating easier data management and access.

This approach to data unloading can significantly improve efficiency when dealing with large volumes of data by enabling parallel processing and simplifying data retrieval based on specific criteria or dimensions.

References:

Snowflake Documentation on Unloading Data: COPY INTO <location>

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asked 23/09/2024
Lakshmi Yechuri
40 questions
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