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Labs

Ingest Data Using an Azure Synapse Pipeline

In this hands-on lab, you will learn to create an SQL DB and Synapse Workspace. In the Synapse Workspace, you will learn to create a multi-step pipeline that will copy data from your SQL DB and move it to a data lake. You will also learn how to create activity dependencies.

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Path Info

Level
Clock icon Intermediate
Duration
Clock icon 30m
Published
Clock icon Nov 09, 2023

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Table of Contents

  1. Challenge

    Create the Resources Needed for the Lab

    1. Create a Synapse Analytics workspace:

      • in West US region
      • Create a new Azure Data Lake Storage Gen2
      • Utilize an SQL Server admin login

    2. Create an SQL Database instance and server:

      • All in West US region
      • Basic tier
      • Make sure to choose sample data as the data source

  2. Challenge

    Create the Linked Service and Datasets

    In Azure Synapse Analytics:

    1. Create a linked service for your Azure SQL Database.
    2. Create a dataset for the customer table in your Azure SQL Database.
    3. Create a dataset for the sales order detail table in your Azure SQL Database.
    4. Create a linked service for your Azure Blob Storage customer container.
    5. Create a dataset for your Azure Blob Storage target folder.

  3. Challenge

    Create the Data Pipeline

    1. Two ingestion activities (one for each dataset). Source and sink will be completed in the next objective.
    2. Make sure that one only kicks off upon success of the other.
    3. On failure of either activity, make sure to create a Get MetaData activity using a new created database.
      • Save to Customer table in SQL DB.
      • For fields, capture column count only.

  4. Challenge

    Create a Failure Alert and Run the Pipeline

    Run the completed pipeline.

A Cloud Guru - Labs - Ingest Data Using an Azure Synapse Pipeline
Author
A Cloud Guru

The Cloud Content team comprises subject matter experts hyper focused on services offered by the leading cloud vendors (AWS, GCP, and Azure), as well as cloud-related technologies such as Linux and DevOps. The team is thrilled to share their knowledge to help you build modern tech solutions from the ground up, secure and optimize your environments, and so much more!

What's a lab?

Hands-on Labs are real environments created by industry experts to help you learn. These environments help you gain knowledge and experience, practice without compromising your system, test without risk, destroy without fear, and let you learn from your mistakes. Hands-on Labs: practice your skills before delivering in the real world.

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We will provide the credentials and environment necessary for you to practice right within your browser.

Guided walkthrough

Follow along with the author’s guided walkthrough and build something new in your provided environment!

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