Python bindings and JupyterLab integration for Perspective

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  • License: Apache 2.0
  • Author: Perspective Authors
  • Tags analytics, tools, plotting
  • Requires: Python >=3.7
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Perspective Perspective

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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

editablefilefractal
marketraycastingevictions
nypdmagicstreaming
covidwebcammovies
superstorecitibikeolympics
jupyterlab

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Avatar for neil.slinger from gravatar.com neil.slinger Avatar for perspective from gravatar.com perspective Avatar for scif from gravatar.com scif Avatar for timkpaine from gravatar.com timkpaine

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  • License: Apache 2.0
  • Author: Perspective Authors
  • Tags analytics, tools, plotting
  • Requires: Python >=3.7
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3.1.5

3.1.4

3.1.3

3.1.2

3.1.1

3.1.0

3.0.3

3.0.2

3.0.1

3.0.0

3.0.0rc6 pre-release

3.0.0rc3 pre-release

3.0.0rc2 pre-release

3.0.0rc1 pre-release

2.10.1

2.10.0

2.9.0

2.8.1

2.8.0

2.7.1

This version

2.7.0

2.6.1

2.6.0

2.5.2

2.5.1

2.5.0

2.4.0

2.3.2

2.3.1

2.3.0

2.2.1

2.2.0

2.1.4

2.1.3

2.1.2

2.1.1

2.0.1

2.0.0

1.9.4

1.9.3

1.9.2

1.9.0

1.8.1

1.8.0

1.7.2

1.7.1

1.6.5

1.6.3

1.6.2

1.6.0

1.5.0

1.4.0

1.3.5

1.3.1

1.3.0

1.2.0

1.1.1

1.1.0

1.0.8

1.0.7

1.0.5

1.0.4

1.0.3

1.0.2

1.0.1

1.0.0

0.10.2

0.10.0

0.9.0

0.8.3

0.8.2

0.8.1

0.7.0

0.6.2

0.6.1

0.6.0

0.5.3

0.5.2

0.5.1

0.5.0

0.4.8

0.4.7

0.4.6

0.4.5

0.4.2.post1

0.4.2

0.4.1

0.4.0rc6 pre-release

0.1.11

0.1.10

0.1.9

0.1.8

0.1.6

0.1.4

0.1.3

0.1.2

0.1.1

0.0.15

0.0.14

0.0.13

0.0.12

0.0.11

0.0.10

0.0.9

0.0.8

0.0.7

0.0.6

0.0.4

0.0.3

0.0.2

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