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What two useful magic functions does the memory profiler extension contain and what do they do?

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Final answer:

The memory profiler extension in Python has two magic functions: %memit for measuring the memory usage of a single statement, and %mprun for a line-by-line memory profile of functions to identify memory-heavy lines.

Step-by-step explanation:

The memory profiler extension for Python contains two useful magic functions: %memit and %mprun.

%memit is used to measure the memory usage of a single statement and provides an estimate of the used memory. This is particularly useful when trying to determine how much memory a specific command requires. Giving you an overview of memory consumption, it allows for a more efficient code, especially in data-intensive operations.

On the other hand, %mprun provides a line-by-line memory profile of a function. This helps in identifying specific lines of code that are using a lot of memory, enabling targeted optimizations. However, %mprun can only be used on functions defined in physical files, not on functions defined in the IPython environment.

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