Python notebook integration is something that had been on our to-do list for a while. We also did some work around getting feedback from the cluster. So you can fire something off now and it will tell you all the thing is running, you're using 500 cores. You can see that number go up and down as it paralyzes your computation. And we just finished doing something where actually making an estimate of how long your computations are going to run before.