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Hi All! I Write A Data Processing Pipeline. It Is Necessary To Define Many Hyperparameters That Are Inconvenient To Redefine In A Pop-Up Window When Restarting The Pipeline From Ui. Is It Possible To Overrided The Parameters Through The Configuration File

Hi all!
I write a data processing pipeline. It is necessary to define many hyperparameters that are inconvenient to redefine in a pop-up window when restarting the pipeline from ui.
Is it possible to overrided the parameters through the configuration file when restarting the pipeline from ui?

If you write a pipeline through tasks, then the add_step method has the following parameters: parameter_override and configuration_overrides . How are the parameters overwritten here from ui?

  
  
Posted 10 months ago
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Answers 5


You can do that programatically, clone the pipeline Task (a pipeline is also a Task) and change the Args section of that Task, wdyt?
Example:
None

  
  
Posted 10 months ago

I have a lot of parameters, about 40. It is inconvenient to overwrite them all from the window that is on the screen.

Not sure I follow, so what are you suggesting?

  
  
Posted 10 months ago

@<1523701205467926528:profile|AgitatedDove14> I think the question is how we can override 40 pipeline parameters without using UI window, but with UI pipeline start

  
  
Posted 10 months ago

Hi @<1578555761724755968:profile|GrievingKoala83>

Is it possible to overrided the parameters through the configuration file when restarting the pipeline from ui?

The parameters of the Pipeline are overridden from the UI, not the pipeline components,
you can to use the pipeline parameters as is as the pipeline components parameters

Is your pipeline built from Tasks, or decorators over functions ?

  
  
Posted 10 months ago

Hi @<1523701205467926528:profile|AgitatedDove14>
I define a pipeline through functions. I have a lot of parameters, about 40. It is inconvenient to overwrite them all from the window that is on the screen.
image

  
  
Posted 10 months ago
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