prodipta/perspective

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 both WebAssembly and
  Python, 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.

Examples

editable	file	fractal
market	raycasting	evictions
nypd	magic	streaming
covid	webcam	movies
superstore	citibike	olympics
jupyterlab

Documentation

• Project Site
• User Guides
  • Javascript User Guide
  • Python User Guide
  • Developer Guide
• Concepts
  • Table
  • View
  • Expression Columns
  • Data Binding
• API
  • Perspective API
  • Perspective Viewer API
  • Perspective Python API

Community / Media

• Streaming, cross-sectional data visualization in JupyterLab | Junyuan Tan, JupyterCon 2020
• Perspective in 3D | Andrew Stein, Open Source in Finance Forum NYC 2022
• Build an order book simulation with Perspective | Andrew Stein, FINOS Open Source in Fintech Meetup 2021
• Perspective project case study | FINOS