this looks good... also do you have any info/eta on next controller/service release you mentioning

looking at the above link, it seems i might be able to create it with some boilerplate as it has concept of parent and child... but not sure how status checks and dependency get sorted out

DAG which get scheduled at given interval and

Yes exactly what will be part of the next iteration of the controller/service

an example achieving what i propose would be greatly helpful

Would this help?
from trains.automation import TrainsJob job = TrainsJob(base_task_id='step1_task_id_here') job.launch(queue_name='default') job.wait() job2 = TrainsJob(base_task_id='step2_task_id_here') job2.launch(queue_name='default') job2.wait()

an example achieving what i propose would be greatly helpful

Hi PompousParrot44
You can check the cleanup service example.
It sleeps for 24 hours then spins up and does its thing.
You can always launch this service tasks on the services queue, its purpose is to run those services on the trains-server as additional CPU services. They will also be registered as service nodes, so you have visibility into which service is running.
In order to clone a task and wait for its completion.
Use the TrainsJob https://github.com/allegroai/trains/blob/65a4aa7aa90fc867993cf0d5e36c214e6c044270/trains/automation/job.py#L14

We will have a better example for running your own controllers service in a few weeks, but it should not be hard to write.

Is this what you were looking for?

not so sure.. ideally i was looking for some function calls which enables me to create a sort of DAG which get scheduled at given interval and DAG has status checks on up streams task ... so if upstream task fails.. downstream tasks are not run

in the above example task id is from a newly generated task like Task.init() ?

as if its couple of weeks away.. i can wait