SD Times News Summary: Microsoft Launches Open Source Website, TensorFlow Recorder Released, and Stackery Brings Serverless to Jamstack

Microsoft has launched a new open source site, whose features aim to help people get involved, explore projects and join the ecosystem.

The to place also provides a near real-time view of events occurring in Microsoft projects on GitHub.

In addition, the site highlights Microsoft’s open source projects such as Accessibility Insights, PowerToys, and Windows Terminal.

More information is available here.

Launch of the TensorFlow recorder
Google announced that it opened the TensorFlow Recorder last week to allow data scientists, engineers or AI / ML engineers to create image-based TFRecords with just a few lines of code.

Before TFRecord, users had to write a data pipeline that analyzed their structured data, loaded images from storage, and serialized the results in TFRecord format. Now, TFRecorder allows users to write TFRecords directly from a Pandas or CSV dataframe without writing complicated code, according to Google in a Publish.

Data loading performance can be further improved by implementing parallel prefetching and interleaving with the use of the TFRecord format.

Stackery brings serverless to Jamstack
Stackery announced that it has added the website resource to simplify the process of creating static site builders like Gatsby.

This automates many machines within AWS to retrieve the application source and build it with references to external sources, including: AWS Cognito pools, GraphQL APIs, Aurora MySQL databases, and SaaS services. third party like GraphCMS.

“The combination of JAMstack and serverless allows you to create powerful, scalable, and relatively secure applications that require very little overhead and a low initial cost to build,” Stackery wrote in a Publish.

Updating Visual Studio Code
Visual Studio Code version 1.48 includes updates such as settings sync now available for preview in stable, an updated Extensions view menu, and a revamped overflow menu for Git in the Source Control view.

It also includes the ability to publish to a public or private GitHub repository and debug in the browser without writing a launch configuration.

The preview features are not ready to release but are functional enough to use, Microsoft wrote in a Publish which contains additional details about the new version.

Source Dependency Report in Visual Studio 2019 16.7
The new switch for the Compiler Toolset allows the compiler to generate a source-level dependency report for any given translation unit it compiles.

In addition, the use of ‘/ sourceDependencies’ is not limited only to C ++, it can also be used in translation units compiled in C. The switch is designed for use with multiple files and scenarios under’ / MP ‘, according to Microsoft in a Publish.

“C ++ 20 demands a lot more from the ecosystem than ever before. With C ++ 20 modules on the horizon, the compiler should work closely with project systems in order to provide rich information for the collection of build dependencies and to speed up iterative builds for internal loop development. Microsoft said.


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