Real time cpu uses plot in python and matplotlib
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sure! in this tutorial, i will show you how to create a real-time cpu usage plot using python and matplotlib. we will use the psutil library to get cpu usage data and update the plot in real-time.
first, you will need to install the psutil library if you haven't already. you can install it using pip:
next, we will create a script that continuously monitors cpu usage and updates a matplotlib plot with the data.
here is the code example:
in this code:
1. we import the necessary libraries - psutil for getting cpu usage data and matplotlib for plotting.
2. we create a matplotlib figure and axis.
3. we define the `update` function that gets the current cpu usage and updates the plot.
4. we create a `funcanimation` object that continuously calls the `update` function to update the plot every 200 milliseconds.
5. we set the title and labels for the plot.
6. finally, we show the plot using `plt.show()`.
when you run this script, you should see a real-time plot of cpu usage. the x-axis represents time (frame number) and the y-axis represents cpu usage percentage.
you can customize the plot further by changing the plot properties, such as colors, labels, and axes limits.
i hope this tutorial helps you create a real-time cpu usage plot in python using matplotlib! let me know if you have any questions.
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