In this article, discover the key features and advantages of using Apache Spark in Microsoft Fabric. Explore its versatile language support, Spark settings, and rich library ecosystem. Learn how Microsoft Fabric seamlessly integrates Spark for interactive analysis and automated data processing, making it a powerful tool for data professionals.
EExplore the power of data pipelines in Microsoft Fabric. Learn how these pipelines streamline data transfer and transformation, using activities, parameters, and runs for efficient data management. Discover a code-minimal approach to handling data with flexibility and ease.
Explore how Microsoft Fabric's Dataflows (Gen2) revolutionizes data engineering in the retail industry with global operations. This essential tool simplifies the extraction, transformation, and loading (ETL) processes, making it an invaluable asset for data engineers. Discover its key features, advantages, and limitations, and learn how to create workspaces, lakehouses, and dataflows for efficient data ingestion.
This article explores the integration of Delta Lake tables within Microsoft Fabric's lakehouse architecture. It highlights the key features of Delta Lake, including relational table operations, ACID transactions, data versioning, and support for batch and streaming data. Readers will gain insights into the benefits of combining relational databases with data lakes and practical steps for managing delta tables in Apache Spark for data analysis.
In this tutorial, we navigate the process of creating a lakehouse in Synapse Data Engineering, a critical component for data analysis and management. The journey begins by downloading a dataset (orders.zip) containing sales data from 2019 to 2021 in CSV format. After uploading these files to the newly created lakehouse, we dive into data exploration using Apache Spark within Synapse.
Learn what Microsoft Fabric is, its services, and how to access it in this informative article. In today's data-driven landscape, Microsoft Fabric emerges as a comprehensive solution, streamlining data analytics for both experts and beginners.
Explore the innovative Microsoft Fabric Lakehouse, a powerful data management solution that combines the flexibility of a data lake with the analytical capabilities of a data warehouse. Learn how it simplifies data processing, offers versatile data storage, and enhances data governance for modern data-driven businesses. Discover its key components, tools, and benefits for efficient data analysis and reporting.
Learn what Microsoft Fabric is, its services, and how to access it in this informative article. In today's data-driven landscape, Microsoft Fabric emerges as a comprehensive solution, streamlining data analytics for both experts and beginners.