How can I visualize memory usage in my Python application?

How can I visualize memory usage in my Python application?

You can use the memory_profiler library along with matplotlib to visualize memory usage. Would you like a code example?

Yes, please provide a code example.

Here's a simple example:

from memory_profiler import memory_usage
import matplotlib.pyplot as plt

def my_function():
    # Your code here
    pass

mem_usage = memory_usage(my_function)
plt.plot(mem_usage)
plt.title('Memory Usage Over Time')
plt.xlabel('Time (s)')
plt.ylabel('Memory (MB)')
plt.show()

What if I want to track memory usage over a specific time period?

You can specify the interval parameter in memory_usage to track memory usage at specific intervals. Would you like to see how?