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Before yesterdayThe Register

Azure SQL Data Sync stops taking newcomers before 2027 execution

10 September 2026 at 10:47
Microsoft has entered the final phase of retiring Azure SQL Data Sync, blocking new deployments in subscriptions that have never used the service. The restriction took effect on September 9, ahead of the service's shutdown on September 30, 2027. Subscriptions that already use the service can continue creating, modifying, and managing sync groups and member databases until retirement. Other subscriptions can no longer adopt it. The service uses a hub-and-spoke model, with an Azure SQL database serving as the hub and other databases joining its synchronization group. Members can be other Azure SQL databases or on-premises SQL Server databases, which require a sync agent. A conflict resolution policy determines whether the hub or member database takes precedence when changes clash. SQL Data Sync supports scenarios including hybrid environments, in which applications and databases are split between local infrastructure and Azure, as well as geographically distributed applications. Microsoft acknowledged that customers will need to choose among several possible replacements. It offered little technical explanation for the retirement, referring only to evolving "operational, security, and compliance requirements." Microsoft announced the retirement two years ago, but blocking first-time deployments gives customers another reason to begin planning their transition. Microsoft lists alternatives including Azure Data Factory, Azure Functions, read replicas, linked servers, database mirroring, availability groups, and transactional replication. However, it noted that "there is no single replacement that maps to every SQL Data Sync configuration." Existing users have just over a year to migrate before the final cutoff. Those without a migration plan will need one before the service shuts down. ยฎ

PostgreSQL 19 connects the dots with standardized graph queries

4 September 2026 at 09:07
PostgreSQL 19 is set to add standardized SQL syntax for querying property graphs. The open source database has steadily grown in popularity over the last five years, becoming the most popular among developers for the first time in 2023. Speaking to The Register, Alastair Turner, PostgreSQL evangelist at open source consultancy Percona, said the property graph query support in PostgreSQL 19 โ€“ due later this month or early October โ€“ resulted from collaboration among several of the database's largest contributors. Graph databases store data as nodes, relationships, and properties rather than tables or documents. They have advantages for certain workloads, but adopting one can mean adding another DBMS to the technology stack. The relational database has been acquiring graph query capabilities for some time, but PostgreSQL 19 is set to go further, Turner explained. "All the rest of it has sort of been done through Object Relational Mapping over the top. This is actually baked-in graph syntax. It comes from the SQL 2023 standard." Turner said the implementation was "very heavily influenced" by some of the engineers behind OpenCypher, the open source query language for graph databases. The work also involved PostgreSQL committers who sit on the SQL standards committee. "This is one of the most interesting developments because it's one of the big multi-vendor collaborations. There was lots of coding and review work across quite a few of the big contributors," he said. The new capability implements SQL/PGQ, which became part of the SQL standard in 2023. "It's on the right path," Turner said. "The SQL community and the PostgreSQL community are going to try to optimize everything." However, he added that the implementation "still needs one or two additional syntax features" before it can displace dedicated graph databases for a significant number of workloads. Turner said: "The current implementation creates queries across node-edge graphs to satisfy those requests. So some of them perform very well. What's going to have to happen in the next iteration or two is that indexing add-ons catch up to improve the performance." ยฎ

AWS: DuckDB will provide 'connective tissue' across the data estate

1 September 2026 at 06:00
Last week, AWS bought DuckLabs, the people behind the open source OLAP system DuckDB. Since the cloud giant already owns a data warehouse โ€“ in Redshift โ€“ and it doesnโ€™t get the DuckDB intellectual property (it remains open source), then why would it bother? Andy Warfield, AWS VP and Distinguished Engineer, argued the acquisition is a major plank of AWSโ€™s thinking when it considers the future of application building, data, and analytics. โ€œHalf of why DuckDB is perceived as being valuable is as this kind of connective tissue layer across existing data processing tools,โ€ he told The Register. Written in C++, DuckDB is embedded within a host process. There is no DBMS server software to install, update, or maintain. It runs in the host application's memory space with queries executing directly within the process. As such, developers can build analytics inside their applications, but Warfield said the design means developers and data engineers have new ways of connecting data sources and processing engines. For example, DuckDB employs verbs in SQL such as "attach" and "connect" that allow it to work with almost any remote SQL endpoint. Warfield said DuckDB is already capable of connecting to Redshift or RDS, issuing SQL commands, and performing cross-engine interactions. โ€œIn a lot of senses, we can treat it as [being] like an SDK for data that customers can build with, and they can run the large proportion of their queries that are small, and work over smaller data sets locally without having to stand up an external engine. Yet, as they graduate to work with larger datasets, or need centralized query capabilities, they can still use DuckDB as a way of passing those queries on to those other engines,โ€ he said. The concept applies to analytics and data systems from other vendors โ€” such as Googleโ€™s BigQuery and Microsoftโ€™s Fabric โ€” as much as AWSโ€™s own products. โ€œYou can build with Duck, and it provides the path to graduate and to submit inquiries against something else, like a singular interface for data,โ€ he said. AWS acquired DuckLabs, the support and development company founded by DuckDB developers Hannes Mรผhleisen and Mark Raasveldt, both academics at Amsterdam's Centrum Wiskunde & Informatica mathematical and theoretical computing research center. The database itself will remain open source under the MIT License. Led by Mรผhleisen and Raasveldt, the DuckDB Foundation will remain an independent non-profit organization setting the strategic direction of database development. The governance of that Foundation is expected to change to include a broader spectrum of contributors as a result of the AWS acquisition of DuckLabs. Andy Pavlo, VP of Research at ClickHouse Labs and professor of Databaseology at Carnegie Mellon University, said the AWS acquisition of DuckLabs would be a positive change for DuckDB. โ€œHannes and Mark did it their way from the very beginning. They eschewed VC money in 2020 and just focused on building a database system that solved real problems for people. I don't see them changing the long-term direction of the open source project.โ€ The benefit of AWS money would come in providing funding to bring new ideas to reality. โ€œThe cost of DBMS development has increased greatly in the last few years. It's not just the cost of humans working on the software, but also the agents that run tests, write code, review pull requests, and handle other system administrative tasks. Since agents are writing code faster than humans, that means more CI/CD infrastructure costs. Amazon will provide DuckDB resources to keep pace with modern DBMS development practices and scale their efforts.โ€ But AWS is not the only company betting on the founding principles of DuckDB. Former Google BigQuery engineer Jordan Tigani co-founded MotherDuck, which sells a cloud service built on the database, and is a regular contributor to the DuckDB project. In 2023, it gobbled up $52 million in VC money. โ€œOf course I'm nervous about the acquisition. Anyone with a stake in the DuckDB ecosystem is going to be nervous when a hyperscaler comes in and acquires the team behind the technology,โ€ Tigani told The Register. But he added that there would also be positive outcomes for people who care about DuckDB because the resources behind its development would increase. โ€œOpen Source DuckDB is likely going to go faster. Yes, for that to happen you'd have to believe that Amazon isn't going to meddle too much and break things, but I have a lot of faith in Hannes and Mark.โ€ In terms of the tech build around DuckDB, MotherDuck has a four-year head-start, he said. โ€œWe have built an amazing product that goes beyond just cloud-hosted DuckDB. We have developed expertise running DuckDB at scale and as critical infrastructure.โ€ If DuckDB remains true to its open-source principles, others can do the same. ยฎ

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