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What is an advantage of using generators for large datasets?
Answer & Solution
Correct Answer:
Option
D
The correct answer is Option D: They use less memory.
Generators offer a significant advantage for handling large datasets because they use memory more efficiently. Unlike storing the entire dataset in memory at once, generators produce values lazily, one at a time, as needed. This means that only a small portion of the dataset needs to be in memory at any given time, reducing memory usage significantly. As a result, generators are particularly useful when working with datasets that are too large to fit into memory all at once, enabling more efficient and scalable processing.
Generators offer a significant advantage for handling large datasets because they use memory more efficiently. Unlike storing the entire dataset in memory at once, generators produce values lazily, one at a time, as needed. This means that only a small portion of the dataset needs to be in memory at any given time, reducing memory usage significantly. As a result, generators are particularly useful when working with datasets that are too large to fit into memory all at once, enabling more efficient and scalable processing.
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