How can I visualize line profiler data in Python?

How can I visualize line profiler data in Python?

You can use libraries like Matplotlib or Seaborn to visualize line profiler data. Would you like a code example?

Yes, please provide a code example using Matplotlib.

Sure! First, ensure you have the line profiler data. Then, you can use the following code:

import matplotlib.pyplot as plt
import numpy as np

# Sample data
lines = ['line1', 'line2', 'line3']
times = [0.1, 0.2, 0.15]

plt.bar(lines, times)
plt.xlabel('Code Lines')
plt.ylabel('Execution Time (s)')
plt.title('Line Profiler Visualization')
plt.show()

What if I want to visualize more complex data?

For more complex data, you might consider using a heatmap or a more advanced plotting library like Plotly. Would you like to explore that?