#perspective #streaming #dataset #analytics #component #python #visualization

sys perspective-client

A data visualization and analytics component, especially well-suited for large and/or streaming datasets

19 releases (stable)

3.2.0 Dec 10, 2024
3.1.8 Dec 3, 2024
3.1.7 Nov 30, 2024
3.1.3 Oct 31, 2024
3.0.0-alpha.1 May 11, 2024

#799 in WebAssembly

Download history 336/week @ 2024-08-26 206/week @ 2024-09-02 13/week @ 2024-09-09 56/week @ 2024-09-16 243/week @ 2024-09-23 41/week @ 2024-09-30 13/week @ 2024-10-07 134/week @ 2024-10-14 204/week @ 2024-10-21 217/week @ 2024-10-28 174/week @ 2024-11-04 112/week @ 2024-11-11 386/week @ 2024-11-18 172/week @ 2024-11-25 276/week @ 2024-12-02 279/week @ 2024-12-09

1,145 downloads per month
Used in 5 crates

Apache-2.0

195KB
4K SLoC


Perspective Perspective

Build Status npm PyPI crates.io


Perspective is an interactive analytics and data visualization component, which is especially well-suited for large and/or streaming datasets. Use it to create user-configurable reports, dashboards, notebooks and applications, then deploy stand-alone in the browser, or in concert with Python and/or Jupyterlab.

Features

  • A fast, memory efficient streaming query engine, written in C++ and compiled for WebAssembly, Python and Rust, with read/write/streaming for Apache Arrow, and a high-performance columnar expression language based on ExprTK.

  • A framework-agnostic User Interface packaged as a Custom Element, powered either in-browser via WebAssembly or virtually via WebSocket server (Python/Node).

  • A JupyterLab widget and Python client library, for interactive data analysis in a notebook, as well as scalable production Voila applications.

Documentation

Examples

editablefilefractal
marketraycastingevictions
nypdstreamingcovid
webcammoviessuperstore
citibikeolympics

Media

@timkpaine @timbess @sc1f
@texodus @texodus

Dependencies

~3–7MB
~123K SLoC