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+- Start Date: 2020-08-25
+- RFC PR: https://github.com/linkedin/datahub/pull/1820
+- Implementation PR(s): https://github.com/linkedin/datahub/pull/1732
+
+# Azkaban Flows and Jobs
+
+## Summary
+
+Adding support for [Azkaban](https://azkaban.github.io/) job and flow metadata and enabling search and discovery for them. 
+
+The design includes the metadata needed to represent Azkaban jobs and flows as data job entities and their relationships to other
+entities like Datasets.
+
+## Motivation
+
+Azkaban is a popular open source workflow manager created and extensively used at LinkedIn. Azkaban metadata is a critical piece
+in the metadata graph since data processing jobs are the primary driver of data movement and creation.
+
+Without job metadata, it is not possible to understand the data flow across an organization. Additionally, jobs are needed in the
+lineage graph to surface operational metadata and have a complete view of data movement and processing. Capturing jobs and flows
+metadata in the lineage graph also allows in understanding dependency between multiple flows and jobs and structure of data 
+pipelines in end to end data flow.
+
+## Requirements
+
+The following requirements exists as part of this rfc:
+
+- Define Data flow and job as entities and model metadata for azkaban data job and flows
+- Enable Search & Discovery for Data jobs and flows
+- Link DataJob entities to existing entities like Datasets to build a more complete metadata graph
+- Automatically derive dataset upstream lineage from data job metadata (inputs and outputs)
+
+## Non Requirements
+
+Azkaban has its own application to surface jobs, flows, operational metadata and job logs. DataHub doesn't intend to be
+a replacement for it. Users will still need to go to Azkaban UI to look at logs and debug issues. DataHub will only show
+important and high level metadata in the context of search, discovery and exploration including lineage and will link to
+Azkaban UI for further debugging or finer grained information.
+
+## Detailed design
+
+![high level design](graph.png)
+
+The graph diagram above shows the relationships and high level metadata associated with Data Job and Flow entities.
+
+An Azkaban flow is a DAG of one or more Azkaban jobs. Usually, most data processing jobs consume one or more inputs and 
+produce one of more outputs (represented by datasets in the diagram). There can be other kinds of housekeeping jobs as well
+like cleanup jobs which don't have any data processing involved.
+
+In the diagram above, the Azkaban job node consumes datasets `ds1` and `ds2` and produces `ds3`. It is also linked to the
+flow it is part of. As shown in the diagram, dataset upstream lineage is derived from the azkaban job metadata which results
+in `ds1` and `ds2` being upstreams of `ds3`.
+
+### Entities
+There will be 2 top level GMA [entities](../../../what/entity.md) in the design: DataJob and DataFlow.
+
+### URN Representation
+We'll define two [URNs](../../../what/urn.md): `DataJobUrn` and `DataFlowUrn`.
+These URNs should allow for unique identification for a Data job and flow respectively.
+
+DataFlow URN will consist of the following parts:
+1. Workflow manager type (e.g. azkaban, airflow etc)
+2. Flow id - Id of a flow unique within a cluster
+3. Cluster - Cluster where the flow is deployed/executed
+
+DataJob URN will consist of the following parts:
+1. Flow Urn - Urn of the data flow this job is part of
+2. Job id - Unique id of the job within the flow
+
+An example DataFlow URN will look like below:
+```
+urn:li:dataFlow:(azkaban,flow_id,cluster)
+```
+
+An example DataJob URN will look like below:
+```
+urn:li:dataJob:(urn:li:dataFlow:(azkaban,flow_id,cluster),job_id)
+```
+
+### Azkaban Flow metadata
+
+Below is a list of metadata which can be associated with an azkaban flow:
+
+- Project for the flow (the concept of project may not exist for other workflow managers so it may not apply in all cases)
+- Flow name
+- Ownership
+
+### Azkaban Job metadata
+
+Below is a list of metadata which can be associated with an azkaban job:
+
+- Job name
+- Job type (could be spark, mapreduce, hive, presto. command etc)
+- Inputs consumed by the job
+- Outputs produced by the job
+
+## Rollout / Adoption Strategy
+
+The design references open source Azkaban so it is adoptable by anyone using Azkaban as their
+workflow manager.
+
+## Future Work
+ 
+1. Adding operational metadata associated with Azkaban entities
+2. Adding azkaban references in Upstream lineage so that the jobs show up in the lineage graph
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