#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

21 releases (stable)

new 3.3.0 Jan 14, 2025
3.2.1 Dec 23, 2024
3.1.7 Nov 30, 2024
3.1.3 Oct 31, 2024
3.0.0-alpha.1 May 11, 2024

#924 in WebAssembly

Download history 92/week @ 2024-09-25 27/week @ 2024-10-02 14/week @ 2024-10-09 237/week @ 2024-10-16 108/week @ 2024-10-23 216/week @ 2024-10-30 170/week @ 2024-11-06 381/week @ 2024-11-13 117/week @ 2024-11-20 302/week @ 2024-11-27 290/week @ 2024-12-04 114/week @ 2024-12-11 155/week @ 2024-12-18 49/week @ 2024-12-25 8/week @ 2025-01-01 58/week @ 2025-01-08

274 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
~124K SLoC