apache/airflow

Databricks: sensor for jobs

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#21,379 opened on Feb 7, 2022

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 (3 comments) (0 reactions) (1 assignee)Python (16,781 forks)batch import
area:providersgood first issuekind:featureprovider:databricks

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Description

Description

A sensor which allows waiting for completion of a Databricks job or task.

Use case/motivation

We would like to make it easy to wait for a Databricks job, similar to how ExternalTaskSensor allows waiting for other Airflow tasks. Specifically, we’d like to support waiting for:

  • A specific job run to complete
  • A specific task of a job run to complete

The state of job runs can be queried via the JobRunsGet API.

Related issues

No response

Are you willing to submit a PR?

  • Yes I am willing to submit a PR!

Code of Conduct

Contributor guide

Research direction
Implement a sensor that polls the Databricks JobRunsGet API to check job run status. Refer to existing Airflow sensors for pattern.
Tech stack
python
Domain
backenddevops
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-3 hours
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
PythonAirflowREST API
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
50