RoughTiger69 , Hi!
Can you please add a snippet of how you're trying to add it?
CostlyOstrich36pipe.add_step(name='train', parents=['data_pipeline', ], base_task_project='xxx', base_task_name='yyy', parameter_override={'OmegaConf': cfg.trainer})
RoughTiger69 the easiest thing would be to use the override option of Hydra:parameter_override={'Args/overrides': '[the_hydra_key={}]'.format(a_new_value)})
wdyt?
I want to pass the entire hydra omegaconf as a (nested) dictionary
the above only passes the overrides if I am not mistaken
Okay this is a bit tricky (and come to think about it, we should allow a more direct interface):pipe.add_step(name='train', parents=['data_pipeline', ], base_task_project='xxx', base_task_name='yyy', task_overrides={'configuration.OmegaConf': dict(value=yaml.dump(MY_NEW_CONFIG), name='OmegaConf', type='OmegaConf YAML')} )
Notice that if you had any other configuration on the base task, you should add them as well (basically it overwrites the configuration section)
Do you think this will work?
I think it works.
small correction - use slash and not dot in configuration/OmegaConf:parameter_override={'configuration/OmegaConf': dict...')})
and for the record - to override hydra params the syntax is :parameter_override={'Hydra/x.y':1234}
where x.y=1234 is how you would override the param via the cli