Valid SOL-C01 Dumps shared by ExamDiscuss.com for Helping Passing SOL-C01 Exam! ExamDiscuss.com now offer the newest SOL-C01 exam dumps, the ExamDiscuss.com SOL-C01 exam questions have been updated and answers have been corrected get the newest ExamDiscuss.com SOL-C01 dumps with Test Engine here:
A data engineer is tasked with creating a Python script to load data from a local CSV file into a Snowflake table named 'SALES DATA' The CSV file contains columns 'product id', 'sale date', and 'sale amount'. The engineer wants to use Snowpark to efficiently achieve this. Which of the following code snippets demonstrates the most optimized approach using Snowpark's 'copy_into table' method, assuming the Snowpark session 'session' is already established, the file format object 'my csv_format' is defined correctly for CSV parsing, and the stage is configured for file access?
Correct Answer: C
The `copy_into' method available on Snowpark DataFrame/Table objects allows you to leverage Snowflake's native COPY command for efficient data loading. Option C correctly uses `session.table("SALES_DATA").copy_into("@my_stage/sales_data.csv", to perform the copy operation. Options A and D do not utilize the COPY command directly and might not be as optimized. Option B uses session.sql which doesn't leverage Snowpark's DataFrame API. Option E incorrectly defines the file_format as a dictionary. The 'file_format' parameter expects only the name of existing File Format Object.