Learn how to report application progress in case of heavy tasks using the tqdm integration.

dstack allows the application to report the progress via the tqdm package. In order to do that, you have to use dstack.tqdm or dstack.trange (instead of tqdm.tqdm and tqdm.trange).

Here's a quick example:

from time import sleep
import dstack as ds
from dstack import trange
# Create an instance of the application
app =
# A handler that sets the text to the markdown control
def markdown_handler(self):
for _ in trange(100):
self.text = "Finished"
# A markdown control
# Deploy the application with the name "tqdm" and print its URL
result = app.deploy("tqdm")

Now, if you run it and open the application, you'll see the following while the application is executing: