What command is used to create a Delta table from an existing DataFrame?

Study for the Databricks Fundamentals Exam. Prepare with flashcards and multiple choice questions, each complete with hints and explanations. Ensure your success on the test!

The command df.write.format("delta").save("path/to/delta_table") is correct because it explicitly utilizes the DataFrame writer to specify the format as Delta and then saves it to the given path. This approach is essential in creating a Delta table, as it indicates both the desired table format and where to store the data.

Using df.write.format("delta") initiates the process of writing the DataFrame as a Delta format, which includes Delta Lake's features such as ACID transactions, schema enforcement, and time travel. The .save("path/to/delta_table") part specifies the location in the filesystem or cloud storage where the Delta table will be stored, effectively creating the Delta table at that path.

Additionally, this method aligns with the typical syntax and practices employed in Spark-based environments, particularly when working with Delta Lake in Databricks, ensuring a seamless integration and consistent data handling.

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