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Explain the concept of shallow cloning in Delta Lake and how it differs from deep cloning. Discuss the scenarios where shallow cloning is advantageous over deep cloning in terms of storage and performance.
Explanation:
Shallow cloning in Delta Lake allows for the creation of a new table that points to the same data files as the original table, without physically duplicating the data. This results in significant storage savings and faster cloning operations, making it particularly useful for scenarios where a full data copy is not necessary, such as setting up development or test environments.