{"categories":[{"label":"Application Frameworks","url":"https://skillfed.io/packages/category/software-development-libraries-application-frameworks/2"}],"enrichment":{"capability":"Dash-extensions adds utility functions, custom components, and syntax transforms to Plotly Dash, including real-time communication via Websocket, server-side output caching, Pydantic model serialization, and enhanced page routing.","skillfed_tags":["dash-framework","real-time-communication","callback-optimization"],"use_cases":["Build real-time dashboards with push notifications using the Websocket component.","Optimize callback performance by preventing duplicate executions or caching results server-side.","Automatically serialize and deserialize Pydantic models in Dash callbacks without manual conversion.","Route and organize multi-page Dash applications with extended Pages functionality.","Route application logs directly to the Dash UI for live debugging and monitoring."],"what_it_does":"Dash-extensions is a collection of utilities and custom Dash components designed to streamline and enhance Dash application development. It provides pre-built components like Websocket for real-time communication, transforms that optimize callback execution (such as blocking already-running callbacks or caching outputs server-side), and helpers for Pydantic model serialization. The package also includes modules for logging to the UI, managing event flows, extending Dash Pages routing, and JavaScript interoperability.\n\nThe library is actively maintained and sits in the top 5000 PyPI packages by download volume. It requires Python 3.11 and depends on Dash plus utility libraries like pydantic, Flask-Caching, and jsbeautifier. Version 2.0.6 introduced breaking changes from 2.0.0, so upgrading may require code adjustments. The permissive MIT license allows unrestricted use.","worth_installing":"Yes, if you are building Plotly Dash applications and want to reduce boilerplate or add real-time features. The package is actively maintained, has no known vulnerabilities, and low install friction. Be aware that version 2.0.6 includes breaking changes from 2.0.0\u2014review the documentation before upgrading existing projects."},"id":"dash-extensions","links":{"html":"https://skillfed.io/packages/dash-extensions","md":"https://skillfed.io/packages/dash-extensions.md","pypi":"https://pypi.org/project/dash-extensions/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-07-16","license_spdx":"MIT","license_treatment":"permissive","name":"dash-extensions","python_support":"supports_current","summary":"Extensions for Plotly Dash."},"popularity":{"monthly_downloads":1705028,"position":3637,"tier":"top_5000"},"security":{"n_vulnerabilities":0},"version":"2.0.6"}