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Modern Streaming Architecture Serverless Pool with Spark Streaming

With the ubiquity of real-time data, organizations need streaming systems that are scalable, easy to use, and easy to integrate into business applications. Structured Streaming is a new high-level streaming API in Apache Spark based on my experience with Spark Streaming. In this article, we show structured streaming data written into Spark Tables and consumed by reporting Analytic for reporting needs.

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2025-05-02

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Technical Article

Navigating Your Test Data Challenges: Insights and Solutions

Join Redgate on May 1st for an insightful webinar cohosted with analyst firm, Bloor Research, featuring independent Senior Analyst Daniel Howard and Redgate's Steve Jones. Discover the biggest test data challenges, the latest approaches like AI synthetic data generation, and how effective test data management can benefit your entire organization. Don't miss out on this opportunity to gain valuable insights and solutions.

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2025-04-30 (first published: )

SQLServerCentral Article

Retrieving Data Using the REST API in Data API Builder

I wrote a piece on getting started with the Data API Builder (DAB), which looked at how this product works and how to start using it. That was a basic look, but it gives data professionals an idea of how this might help them work more closely with front-end developers who are more comfortable with […]

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2025-04-25

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Implementing Type 4 Slowly Changing Dimensions in SQL Server

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The Disabled Index

By Steve Jones - SSC Editor

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Server-Level Table sizes

By Artur Sanin

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Question of the Day

The Disabled Index

I run this code on SQL Server 2022.

CREATE TABLE Drink
(
    drinkid INT NOT NULL
        CONSTRAINT DrinkPK PRIMARY KEY CLUSTERED,
    drinkname VARCHAR(20),
    rating NUMERIC(2, 1)
)
GO

INSERT INTO Drink
(
    drinkid,
    drinkname,
    rating
)
VALUES
(1, 'Margarita', 4.5),
(2, 'Mojito', 4.3),
(3, 'Old Fashioned', 4.7),
(4, 'Martini', 4.4),
(5, 'Cosmopolitan', 4.2)
GO
ALTER INDEX drinkpk ON dbo.drink DISABLE
GO
SELECT * FROM dbo.Drink
GO
What is the result?

See possible answers