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preswald

preswald

Convert Python scripts into data applications via interactive UI components.

App BuilderData MiningLow Code & No CodeAnalytics Assistant
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What is preswald?

Preswald is a powerful open-source framework designed to transform Python scripts into interactive, shareable data applications and dashboards. It comes with built-in UI components such as tables, charts, buttons, and forms, enabling users to build complex data visualizations and internal tools without writing any frontend code. Its core architecture uses a directed acyclic graph (DAG) execution model to manage dependencies and state, ensuring efficient and predictable updates only when inputs change. Preswald supports local development and one-click cloud deployment, allowing applications to be instantly shared via URL. It is widely used by data scientists, analysts, and product teams for prototyping, productionizing notebooks, and building high-performance, scalable data applications.

Key Features of preswald?

Python Script to App
Easily convert Python scripts into interactive applications with UI elements like charts, tables, and forms—no frontend development required.
DAG-Based Execution Model
Manage computation order and dependencies using a directed acyclic graph (DAG) to enable efficient stateful updates and eliminate redundant calculations.
One-Click Deployment
Quickly deploy your app to the cloud with a single command and share it via URL, simplifying collaboration and distribution.
Built-in Interactive UI Components
Ready-to-use components such as buttons, sliders, charts, and data tables that support user interaction and dynamic filtering.
High-Performance Visualization
Support for GPU-accelerated charts and real-time streaming visualizations to enable efficient and scalable data exploration.
Flexible Data Integration
Easily connect to databases, local files, and APIs for real-time querying and visualization of diverse data sources.

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