Tutorial | Create a Jira issue after a scenario failure#

Scenario executions within Dataiku are a key part of operationalization (o16n), and your organization may have many of them running every day. If you are using Jira to organize your support flow, you may want to have an issue automatically created when a scenario fails.

One way of doing this is to set up Dataiku to send an email upon scenario failure, and then ingest this email in Jira using a mail handler.

An alternative we will showcase here is to use the Jira REST API. To be more specific, we use the /rest/2/api/issue endpoint. This is a POST request, and we will need to provide the issue details in the body as JSON.


  • You need to have a Dataiku node installed and an instance of JIRA running (be it Cloud or On-Premise).

  • In Dataiku, you can use the tutorial project called Deployment.

Dataiku screenshot of the starter project dialog.

In this project, we already have a scenario:

Dataiku screenshot of the Settings tab of the scenario in the starter project.

We are all set from the Dataiku side of things.

Now for Jira. We need to have a project at hand with a user allowed to create issues in it. In order to be authenticated with the JIRA REST API, we will also need an API token. You can check the Atlassian documentation to see how to generate one.

This token is not what we should use directly for authentication as stated in Basic auth for REST APIs. We need an encoded version of it.

For that, you can run this unix command:

echo -n <your jira user email>:<your api token> | base64

You will retrieve a string that you need to store and use in the header setup below.


In the scenario, you need to add a Reporter of type Webhook in the Settings tab:

Dataiku screenshot of the Settings tab of a scenario showing the webhook reporter.

Now let’s set it up:

  1. Enter a meaningful name such as Create JIRA upon failure.

  2. Leave the Send on scenario to End.

  3. Leave the default Run condition. It is good as it will be executed if the outcome is not a success.

  4. Set the method to POST.

  5. As a URL, enter https://<your instance url>/rest/api/2/issue (e.g. https://dataiku.atlassian.net/rest/api/2/issue for a cloud instance).

  6. Add Authorization header with value Basic <your_base64_encoded_token>.

  7. As request body, you can paste the following as a starter:

    "fields": {
        "summary": "[DSS] Scenario execution failure - ${scenarioName}",
        "issuetype": {
            "name": "Bug"
        "project": {
            "key": "FP"
        "description": "The scenario ${scenarioName} triggered by ${triggerName} (${triggerType}) has failed. \nStep to fail was: ${firstFailedStepName}\n\nYou can check the scenario log at ${scenarioRunURL}"

Let’s explain the content here so you can customize it:

  • We start by specifying the issue summary. Note we are using scenario variables to make the title clearer. You can find a list of available variables on the screen below the body field.

  • We then tell Jira to create an issue in the project with key FP and with the issue type named Bug. You can of course change this to match your JIRA instance setup.

  • The last field we enter is the description where we put enough information for the Jira reader to understand what is wrong.

Dataiku screenshot of the webhook reporter parameters.

We are now ready to test by executing the scenario. As you imported the tutorial without running it, the scenario will fail, but the webhook will be executed.

Dataiku screenshot showing a failed scenario run and a successful reporter.

You can now log in to your JIRA instance and check for the issue:

A screenshot of a JIRA issue created following the failure of a DSS scenario.

What’s next?#

You can now enrich your JIRA with more data using all the options offered by the JSON body as described in the endpoint detail: The Jira Cloud platform REST API

You can also add more information from Dataiku, on the scenario, the project of the failure using the Scenario variable, or even building your own string using Custom Variables.

Dataiku screenshot of available variables in a scenario.

Further resources#

For more information about automation scenarios in Dataiku, please consult the relevant sections of the reference documentation or the Dataiku Academy for tutorials on automation.