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SOL-C01 · Question #206

A company uses Snowflake Cortex's CLASSIFY TEXT to categorize product reviews. They want to track the daily distribution of reviews across different categories ('Positive', 'Negative', 'Neutral'). The

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Querying and Performance

Question

A company uses Snowflake Cortex's CLASSIFY TEXT to categorize product reviews. They want to track the daily distribution of reviews across different categories ('Positive', 'Negative', 'Neutral'). They need to create a robust and efficient solution for reporting on this trend. Which of the following approaches offers the best combination of performance, maintainability, and cost- effectiveness? Select two options.

Options

  • ACreate a scheduled task that runs daily, classifies the new reviews using CLASSIFY TEXT, and
  • BCreate a stream on the product reviews table and a task that is triggered by the stream. The task
  • CDirectly query the raw product reviews table with CLASSIFY _ TEXT and group by date and
  • DCreate a stored procedure that performs the classification and updates a summary table. Call this
  • EReclassify all product reviews every night, overwriting the classification categories in a reporting

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Topics

#Snowflake Cortex#Streams and Tasks#Data Pipelines#Performance Optimization
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