In this series we look at building a Streaming ETL with Azure Data Factory and CDC – Setting up Audit Tables. This is Part 1, The rest of the series is below. Enabling CDC Setting up Audit Tables Provisioning Azure Data Factory Provisioning Azure Blog Storage Create Data Source Connection in ADF Create Incremental Pipeline … Read more
In this series we look at building a Streaming ETL with Azure Data Factory and CDC – Enabling CDC. This is Part 1, The rest of the series is below. Enabling CDC Setting up Audit Tables Provisioning Azure Data Factory Provisioning Azure Blog Storage Create Data Source Connection in ADF Create Incremental Pipeline in ADF … Read more
If you are planning to use Power BI on top of Denodo sometimes a base view or a Power Query won’t be enough. If you need to embed your own complex query to pull data from Denodo, there are a few items you must be aware of. See below on how to Direct Custom SQL … Read more
Modern Data Architecture – Part 9 – Loading Data into Synapse Data Warehouse Now that we have provisioned a Synapses Data Analytics environment, we are now ready to begin loading data into this environment. In lab 7, we loaded a single table “sales.customer” to our data lake. To complete this lab, you will either need … Read more
Modern Data Architecture – Part 8 – Provisioning a Synapsis SQL Data Warehouse Azure Synapse is a limitless analytics service that brings together enterprise data warehousing and Big Data analytics. It gives you the freedom to query data on your terms, using either serverless on-demand or provisioned resources—at scale. Azure Synapse brings these two worlds … Read more
Modern Data Architecture – Part 7 – Staging Data into Data Lake In Lab 5, we demonstrated loaded data from our sample SQL server into our data lake. Although this tool is very handy, it creates a new service and set of tools that need to be provisioned and monitored. It is best to use … Read more
Modern Data Architecture – Part 6 – Configuring and setting up Data Bricks Azure Databricks is an Apache Spark-based analytics platform optimized for the Microsoft Azure cloud services platform. Databricks is an industry-leading, cloud-based data engineering tool used for processing and transforming massive quantities of data and exploring the data through machine learning models Azure … Read more
Modern Data Architecture – Part 5 – Loading Data Lake with Data Factory The Azure Data Factory (ADF) is a service designed to allow developers to integrate disparate data sources. It is a platform somewhat like SSIS in the cloud to manage the data you have both on-prem and in the cloud. It provides access … Read more
Modern Data Architecture – Part 4 – Setting up a SQL Server Before we move on to loading data into our Azure Data Lake, we will need a data source to simulate pulling data from as to mirror a production system. For this exercise, we will walk through creating your own SQL server database and … Read more
Modern Data Architecture – Part 3 – Creating Data Lake Storage A data lake is a system or repository of data stored in its natural/raw format, usually object blobs or files. A data lake is usually a single store of all enterprise data including raw copies of source system data and transformed data used for … Read more