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Perspective

npm PyPI Build Status FINOS - Active

Perspective is an interactive visualization component for large, real-time datasets. Originally developed for J.P. Morgan's trading business, Perspective makes it simple to build user-configurable analytics entirely in the browser, or in concert with Python and/or JupyterLab. Use it to create reports, dashboards, notebooks and applications, with static data or streaming updates via Apache Arrow.

Features

  • A fast, memory efficient streaming query engine, written in C++ and compiled for both WebAssembly and Python, with read/write/stream/virtual support for Apache Arrow.

  • A framework-agnostic User Interface component and Jupyterlab Widget, over WebWorker (WebAssembly) or WebSocket (Python/Node), and a suite of Datagrid and D3FC Chart plugins. `

Examples

Superstore Olympics Custom Styles
Superstore Olympics Custom Styles
Editable Streaming CSV
Editable Streaming CSV
IEX Cloud NYC Citibike JupyterLab Plugin
IEX Cloud NYC Citibike JupyterLab Plugin

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Streaming pivot visualization via WebAssembly

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  • JavaScript 41.7%
  • C++ 32.7%
  • Python 19.8%
  • Less 2.2%
  • CMake 1.5%
  • TypeScript 1.2%
  • Other 0.9%