Python Code to Run Scenario in Dataiku

[sj0071992]

Hi Team,

Could you please let me know how we can run a Scenario using Python Script.

Thanks in Advance

[sergeyd]

Hi @sj0071992 

In case you are looking to trigger scenarios within DSS, you can find samples on how to do this in our Python API docs: 

https://doc.dataiku.com/dss/latest/python-api/scenarios.html#run-a-scenario

So the base one should be: 

import dataiku

client = dataiku.api_client()
project = client.get_project("<PROJECT_KEY>")

scenario = project.get_scenario("<SCENARIO_ID>")
scenario.run_and_wait()

In case you need to do that outside of DSS, you will need to use Dataiku API client externally by passing the hostname and API key: 

https://doc.dataiku.com/dss/latest/python-api/client.html#creating-a-client-from-outside-dss

[sj0071992]

Hi,

This Makes sense but here we are giving Project_Key and Scenario_Id as hardcoded values, can't we get the list of project_key and Scenario_id for that particular Node so that I can just iterate to the respective Project_Key and run the Scenarios.

Thanks in Advance

[sergeyd]

Hi @sj0071992 

For the project list you can use: 

list_project_keys()

https://doc.dataiku.com/dss/latest/python-api/projects.html#basic-operations

For the scenario list within the project: 

list_scenarios(as_type='listitems')

https://doc.dataiku.com/dss/latest/python-api/projects.html#dataikuapi.dss.project.DSSProject.list_s...

If you need to run all the scenarios for all the projects for example: 

import dataiku

# initializing client
client = dataiku.api_client()

# get all project keys
project_keys = client.list_project_keys()

# iterating through all the projects keys
for p in project_keys:
    # getting the project as the object type
    project = client.get_project(p)

    # iterating through all the scenarios within the project
    for scenario in project.list_scenarios(as_type="objects"):
        print("In %s project, running a scenario %s..." % (p, scenario.id))
        try: 
            scenario.run_and_wait()
            print("...finished successfully")
            print("--------------------------------------")
        except: 
            print("...finished with errors. Check the logs for more details")
            print("--------------------------------------")