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How to set recipe container through dataikuapi

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fmonari
Level 2
How to set recipe container through dataikuapi

Hi,

I would like to change dynamically the container for the execution of a recipe through the dataikuapi-external-client. I could not find any referenece in the documentation.

How can I achieve that (if possible)?

Regards,

Filippo

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1 Solution
HarizoR
Dataiker
Dataiker

Hi again,

In that case you will need to use the get_settings() method of the Recipe API, retrieve the existing parameters for container configuration, modify the dictionary in-place and finally call the save() method on the recipe settings handle. Here is a simplified example:

import dataikuapi
client = dataikuapi.DSSClient(host=HOST, api_key=API_KEY)
project = client.get_project(PROJECT_KEY)
recipe_settings = project.get_recipe(RECIPE_ID).get_settings()
recipe_advanced_params = recipe_settings.raw_params
recipe_advanced_params["containerSelection"]["containerMode"] = "EXPLICIT_CONTAINER"
recipe_advanced_params["containerSelection"]["containerConf"] = YOUR_CONTAINER_CONF_NAME

 

Of course this assumes that you already have an existing functioning containerized execution configuration in your instance's administration settings. 

Best,

Harizo

View solution in original post

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3 Replies
HarizoR
Dataiker
Dataiker

Hi Filippo,

Do you mean to programmatically change the "container configuration" settings for a given recipe ?

Best,

Harizo

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fmonari
Level 2
Author

Exactly. How can I do that? What methods in the DSSRecipe or DSSRecipeSettings classes should I use?

Thanks!

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HarizoR
Dataiker
Dataiker

Hi again,

In that case you will need to use the get_settings() method of the Recipe API, retrieve the existing parameters for container configuration, modify the dictionary in-place and finally call the save() method on the recipe settings handle. Here is a simplified example:

import dataikuapi
client = dataikuapi.DSSClient(host=HOST, api_key=API_KEY)
project = client.get_project(PROJECT_KEY)
recipe_settings = project.get_recipe(RECIPE_ID).get_settings()
recipe_advanced_params = recipe_settings.raw_params
recipe_advanced_params["containerSelection"]["containerMode"] = "EXPLICIT_CONTAINER"
recipe_advanced_params["containerSelection"]["containerConf"] = YOUR_CONTAINER_CONF_NAME

 

Of course this assumes that you already have an existing functioning containerized execution configuration in your instance's administration settings. 

Best,

Harizo

View solution in original post

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