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Developing a Stream Processing Solution with Azure Services

In this hands-on lab scenario, you are a data engineer for Awesome Company. You have been tasked with creating a stream processing solution in Azure that will analyze crowdsourced weather information and provide running averages. Previously, you have provisioned an Azure Data Lake Storage Gen2 account to hold the uploaded files, and now you need to configure the appropriate Azure services to both view and store the average temperatures per country in near-real time. Performing the actions of this hands-on lab will help you become familiar with building a complete stream processing solution using Azure services.

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Path Info

Clock icon Intermediate
Clock icon 1h 0m
Clock icon Jun 04, 2021

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Table of Contents

  1. Challenge

    Simulate Data Uploads

    Use Azure Cloud Shell within the Azure portal to run the file creation simulator located on GitHub.

  2. Challenge

    Process Streaming Data with Azure Stream Analytics

    Configure an Azure Stream Analytics job to obtain the average temperatures of each country across a three-minute tumbling window. Have the output stored in an Azure Cosmos DB database.

  3. Challenge

    Verify the Data

    Query the Azure Cosmos DB database to make sure the correct information is being stored.

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.

Provided environment for hands-on practice

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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