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Microsoft DP-203: Invoking Azure Synapse Analytics Pipeline from Azure Data Factory

By: Author Alex Lim

Posted on

Categories Exam

Learn how to call an Azure Synapse Analytics pipeline containing a Notebook activity from an Azure Data Factory pipeline using the appropriate activity type.

Table of Contents

Question

You have an Azure data factory named ADF1 and an Azure Synapse Analytics workspace that contains a pipeline named SynPipeLine1. SynPipeLine1 includes a Notebook activity.

You create a pipeline in ADF1 named ADFPipeline1.

You need to invoke SynPipeLine1 from ADFPipeline1.

Which type of activity should you use?

A. Web
B. Spark
C. Custom
D. Notebook

Answer

A. Web

Explanation

To invoke the Azure Synapse Analytics pipeline SynPipeLine1, which includes a Notebook activity, from the Azure Data Factory pipeline ADFPipeline1, you should use the Synapse Pipeline activity (not listed in the given options).

The Synapse Pipeline activity allows you to run a pipeline defined in an Azure Synapse Analytics workspace from within an Azure Data Factory pipeline. It enables seamless integration and orchestration between the two services.

Here’s how you can configure the Synapse Pipeline activity in ADFPipeline1:

  1. Add a new activity to ADFPipeline1.
  2. Select the Synapse Pipeline activity from the list of available activities.
  3. Configure the activity by providing the following details:
    – Synapse pipeline: Select SynPipeLine1 from the dropdown list of available pipelines in your Azure Synapse Analytics workspace.
    – Workspace: Specify the Azure Synapse Analytics workspace where SynPipeLine1 is defined.
    – Additional parameters: If SynPipeLine1 requires any input parameters, you can specify them here.
  4. Connect the Synapse Pipeline activity to the appropriate preceding and succeeding activities in ADFPipeline1, if applicable.

By using the Synapse Pipeline activity, ADFPipeline1 can seamlessly invoke SynPipeLine1, which contains the Notebook activity, enabling you to leverage the power of Azure Synapse Analytics within your Azure Data Factory workflow.

Data Engineering on Microsoft Azure DP-203 certification exam practice question and answer (Q&A) dump with detail explanation and reference available free, helpful to pass the Data Engineering on Microsoft Azure DP-203 exam and earn Data Engineering on Microsoft Azure DP-203 certification.