Barret Schloerke

Shiny for Python v1.6.0 is now available on PyPI! This release includes toolbar components for compact UIs and built-in OpenTelemetry support for production observability. Liz Nelson, Barret Schloerke We’re pleased to announce that Shiny for Python v1.6 is now available on PyPI! Install it now with pip install -U shiny. This release has two big additions: toolbar components for building compact, modern UIs, and OpenTelemetry support for understanding how your apps behave in production.

If you’re new to Shiny, welcome! Shiny is an R package that makes it easy to build interactive web applications directly from R. You don’t need to be a web developer—if you can write R code, you can create beautiful, interactive dashboards, data explorers, and analytical tools. Shiny handles all the web programming complexity behind the scenes, letting you focus on what you do best: working with data and building analyses.

We’re excited to announce the release of promises v1.5.0. The promises package provides fundamental abstractions for asynchronous programming in R using JavaScript-style promises, enabling a single R process to orchestrate multiple concurrent tasks. promises provides fundamental abstractions for asynchronous programming in R using JavaScript-style promises. It enables a single R process to orchestrate multiple tasks in the background while remaining responsive to other operations.