Azure Synapse Pipelines

Samuel Chmiel - Dataedo Team Samuel Chmiel 11th November, 2023

Azure Synapse Pipelines is a cloud-based data integration and orchestration service provided by Microsoft Azure. It allows you to create, schedule, and manage data workflows, as well as move and transform data across various sources and destinations.

To obtain a complete lineage for your Azure Synapse Analytics environment, we highly recommend to import data into Dataedo using both the Azure Synapse Analytics connector and the Azure Synapse Pipelines connector.

Supported elements and metadata

Objects imported

  • Pipelines as ETL Programs
    • Name
    • Folder (as schema)
    • Activities as Processes in Data Lineage
      • Name
      • Data lineage (object and column level, details below)
  • Integration Datasets as Datasets
    • Name
    • Folder (as schema)
    • Columns

Dataedo imports all the activities as data processes within pipelines. Nested activities like ForEach, Until, IfCondition, and Switch are also imported with all the activities inside them.

Activites we build automatic data-lineage for

  • Copy activity - Object-level and column-level lineage
  • Dataflow - Object-level lineage

Automatic data lineage

Dataedo Azure Synapse Pipelines connector always creates automatic data lineage dataset -> task -> dataset. We also support source -> dataset -> task -> dataset -> sink, but currently only for:

  • Microsoft SQL Server
  • Amazon Redshift
  • MariaDB
  • MySql
  • PostgreSql
  • Azure Synapse Analytics
  • db2
  • MongoDb
  • Snowflake

Connecting to Azure Synapse

Permissions

To list resource groups in a connection window you must belong to the Azure Synapse Contributor Role role at the Resource Group level or above.

To run import you need just read access to the workspace you want to document. However in this case you must provide the resource group and workspace name by hand instead of picking from the list.

Add new connection

To connect to Azure Synapse Pipelines and create new documentation click Add documentation and choose Database connection.

Image title

On the connection screen choose Azure Synapse Pipelines as DBMS.

Image title

Connection details

  • Subscription - Azure subscription assigned to your workspace.
  • Resource group - Resource group where your workspace sits in.
  • Workspace - Name of the workspace you want to extract metadata from.

Image title

Go to portal.azure.com . Search for your Azure Synapse Analytics workspace name and open this resource to get information needed.

Image title

Importing objects

When the connection was successful Dataedo will read objects and show a list of objects found. You can choose which objects to import. You can also use an advanced filter to narrow down the list of objects.

Image title

Confirm list of objects to import by clicking Next.

The next screen allows you to change the default name of the documentation under your schema will be visible in the Dataedo repository.

Image title

Click Import to start the import.

Image title

When done close import window with Finish button.

Outcome

Your Azure Synapse Analytics objects has been imported to new documentation in the repository.

Image title

Image title

Image title

Image title

Found issue with this article? Comment below
Comments are only visible when the visitor has consented to statistics cookies. To see and add comments please accept statistics cookies.
0
There are no comments. Click here to write the first comment.