Trigger and Create Scenario using External API's
Hi Team,
I just want to confirm like, can we trigger or Create a Dataiku Scenario using External Python rest API's?
Thanks in Advance
Answers
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Hi @sj0071992
,Yes, you can trigger the scenario programmatically using external Dataiku API. Please find the code sample below:
import dataikuapi host = "DSS_host" global_api_key = "your_api_key" project_key = 'new_model' scenario_name = 'scenario_name' client = dataikuapi.DSSClient(host, global_api_key) project = client.get_project(project_key) scenario = project.get_scenario(scenario_name) scenario.run_and_wait()
To create a scenario, you will need to use the Projects API create_scenario() function:
https://doc.dataiku.com/dss/latest/python-api/projects.html#dataikuapi.dss.project.DSSProject.create_scenarioFor a complete list of available Scenario API functions, please refer to our documentation here:
https://doc.dataiku.com/dss/latest/python-api/scenarios.html
https://doc.dataiku.com/dss/latest/python-api/scenarios-inside.htmlBest,
Vitaliy -
Tanguy Dataiku DSS Core Designer, Dataiku DSS & SQL, Dataiku DSS ML Practitioner, Dataiku DSS Core Concepts, Neuron, Dataiku DSS Adv Designer, Registered, Dataiku DSS Developer, Neuron 2023 Posts: 120 Neuron
Why does dataiku allow to create a scenario using dataiku's API but does not allow to modify the created scenario (I am trying to do this : create a scenario from a plugin and then define its content but dataiku only allows to modify a scenario inside it, not outside it)?
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Hi, you probably mean modifying the scenario's settings. You can do it by following examples from our docs https://doc.dataiku.com/dss/latest/python-api/scenarios.html#enable-scenarios-from-a-list-of-ids.
For example, you can do something like below:
import dataiku client = dataiku.api_client() project = client.get_default_project() scenario = project.get_scenario("scenario_id") settings = scenario.get_settings() raw_setttings = settings.get_raw() #modify raw settings: raw_setttings["name"] = "new_name" #and save the settings: settings.save()
If the above is not what you mean, please elaborate on what you want to modify and provide an example.
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Tanguy Dataiku DSS Core Designer, Dataiku DSS & SQL, Dataiku DSS ML Practitioner, Dataiku DSS Core Concepts, Neuron, Dataiku DSS Adv Designer, Registered, Dataiku DSS Developer, Neuron 2023 Posts: 120 Neuron
Thanks for the reply @VitaliyD
. I have tried to do that, however my objectif is to change the content of a scenario (e.g. adding and specifying a new step or changing python code inside a scenario). I have not managed to do this with a step-based scenario, but it seems it is possible to change the code of a custom code scenario. -
Hey @tanguy
, have you found a way to change the code of a custom scenario? I only found a way to change the code of step with custom Python code in step-based scenarios, no clue how to do it for custom code scenarios. -
Tanguy Dataiku DSS Core Designer, Dataiku DSS & SQL, Dataiku DSS ML Practitioner, Dataiku DSS Core Concepts, Neuron, Dataiku DSS Adv Designer, Registered, Dataiku DSS Developer, Neuron 2023 Posts: 120 Neuron
Hi @lightnessofbein
, I am interested in your solution to modify custom python code in a step based scenario.
Regarding custom scenarios, maybe you can change it by using the payload methods (there is `get_payload` method and a `set_payload` method)?