MongoDB Atlas Stream Processing public preview

Atlas Stream Processing, a solution that aggregates and enriches streams of high velocity, rapidly changing event data, and unifies working with data, is now in public preview.

In the transition from private to public preview, Atlas Stream Processing has focused on enhancing the developer experience to position itself as a go-to solution for development teams. A significant part of this enhancement includes the integration of Atlas Stream Processing with Visual Studio Code. The MongoDB VS Code plugin now supports connections to Stream Processing instances, enabling developers to create and manage processors within a familiar environment. This integration aims to streamline the development process by reducing the need to switch between different tools, thereby allowing developers to devote more time to building applications.

Another notable improvement in the public preview of Atlas Stream Processing is the advancement of its dead letter queue (DLQ) capabilities. DLQ enables effective stream processing, and the latest updates have made it even more powerful. Now, DLQ messages are more accessible and can be displayed directly during the execution of pipelines with sp.process() and when using .sample() on running processors. This enhancement eliminates the previous requirement for a separate target collection to serve as a DLQ, simplifying the development process and making it more efficient.

Atlas Stream Processing has enhanced its capabilities by adding features that bridge the gap between traditional database operations and real-time stream processing. The introduction of windowing functions and the integration for merging and emitting data to an Atlas database or a Kafka topic mark significant advancements. The public preview introduces the $lookup operator, allowing developers to enrich stream-processed documents with data from remote Atlas clusters by performing joins.

This enhancement, alongside the improved change streams feature which now supports pre- and post-imaging, empowers developers to handle complex data processing tasks such as calculating deltas between document fields and accessing full contents of deleted documents, thereby enabling more sophisticated customer experiences.

Atlas Stream Processing now supports conditional routing with dynamic expressions in the merge and emit stages, facilitating more nuanced data routing strategies based on document field values. This feature allows for dynamic forking of messages to different Atlas collections or Kafka topics, leveraging the Query API’s flexibility for diverse use cases. Additionally, the introduction of idle stream timeouts addresses the challenge of managing streams with inconsistent data flows by allowing streams to close automatically after a specified period of inactivity. These enhancements collectively aim to provide developers with more robust tools for real-time data processing, catering to the needs of advanced teams and enabling the delivery of richer, more responsive customer experiences.

“Public preview is a huge step forward for us as we expand the developer data platform and enable more teams with a stream processing solution that simplifies the operational complexity of building reactive, responsive, event-driven applications, while also offering an improved developer experience,” Clark Gates-George and Joe Niemiec from the MongoDB team wrote in a blog post.

The post MongoDB Atlas Stream Processing public preview appeared first on SD Times.

from SD Times https://ift.tt/4xZkOvL

Difference between Web Designer and Web Developer Neeraj Mishra The Crazy Programmer

Have you ever wondered about the distinctions between web developers’ and web designers’ duties and obligations? You’re not alone! Many people have trouble distinguishing between these two. Although they collaborate to publish new websites on the internet, web developers and web designers play very different roles. To put these job possibilities into perspective, consider the construction of a house. To create a vision for the house, including the visual components, the space planning and layout, the materials, and the overall appearance and sense of the space, you need an architect. That said, to translate an idea into a building, you need construction professionals to take those architectural drawings and put them into practice. Image Source In a similar vein, web development and design work together to create websites. Let’s examine the major responsibilities and distinctions between web developers and web designers. Let’s get going, shall we? What Does a Web Designer Do?

A guide to data integration tools

CData Software is a leader in data access and connectivity solutions. It specializes in the development of data drivers and data access technologies for real-time access to online or on-premise applications, databases and web APIs. The company is focused on bringing data connectivity capabilities natively into tools organizations already use. It also features ETL/ELT solutions, enterprise connectors, and data visualization. Matillion ’s data transformation software empowers customers to extract data from a wide number of sources, load it into their chosen cloud data warehouse (CDW) and transform that data from its siloed source state, into analytics-ready insights – prepared for advanced analytics, machine learning, and artificial intelligence use cases. Only Matillion is purpose-built for Snowflake, Amazon Redshift, Google BigQuery, and Microsoft Azure, enabling businesses to achieve new levels of simplicity, speed, scale, and savings. Trusted by companies of all sizes to meet

2022: The year of hybrid work

Remote work was once considered a luxury to many, but in 2020, it became a necessity for a large portion of the workforce, as the scary and unknown COVID-19 virus sickened and even took the lives of so many people around the world. Some workers were able to thrive in a remote setting, while others felt isolated and struggled to keep up a balance between their work and home lives. Last year saw the availability of life-saving vaccines, so companies were able to start having the conversation about what to do next. Should they keep everyone remote? Should they go back to working in the office full time? Or should they do something in between? Enter hybrid work, which offers a mix of the two. A Fall 2021 study conducted by Google revealed that over 75% of survey respondents expect hybrid work to become a standard practice within their organization within the next three years. Thus, two years after the world abruptly shifted to widespread adoption of remote work, we are declaring 20

Best Programming Master

Search This Blog