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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 real-time & 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 to WebAssembly, with read/write/stream support for Apache Arrow.

  • A framework-agnostic query configuration UI component, based on Web Components, and a WebWorker and/or WebSocket data engine host for stable interactivity at high frequency.

  • A customizable HTML Data Grid plugin, and a Chart plugin built on D3FC.

  • Integration with Jupyterlab, both natively in a Python kernel, and as a notebook Widget.

  • Cross-language streaming and/or virtualization to the browser via Apache Arrow.

  • Runtimes for the browser, Python, and Node.js.

Examples
Superstore Olympics Custom Styles
Superstore Olympics Custom Styles
Editable Streaming CSV
Editable Streaming CSV
IEX Cloud NYC Citibike
IEX Cloud NYC Citibike

Documentation