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piScope data analysis workbench

Project description

πScope

πScope is a python based workbench for data analysis and modeling. (S Shiraiwa, T Fredian, J Hillairet, J Stillerman, "πScope: Python based scientific workbench with MDSplus data visualization tool", Fusion Engineering and Design 112, 835 (2016) https://doi.org/10.1016/j.fusengdes.2016.06.050)

Goal of piScope includes

  • Data browsing (scope) application for MDSplus data system (www.mdsplus.org)
  • Lego blocks for gluing up large simulation codes using python
  • User frontend platform for Petra-M (MFEM based finite element simulation).

and for the above purposes, πScope is equipped with

  • a data analysis environment (= python shell, editor, data structure browser, and matplotlib figure)
  • various GUI componetns to work with matplotlib based figures which allows to
  • save/load a figure as a figure file.
  • edit artists using GUI palette for plot, contour, image, triplots and so on.
  • change panel layout via an interactive layout editor
  • cut/paste of plot, axes, or an entire page.
  • export data from plot to python shell by one click
  • interactively annotate figure using text, arrow, lines,,,
  • draw 3D (OpenGL) in matplotlib canvas.

πScope is also used for Petra-M finiete element analysis platform built on MFEM (https://piscope.psfc.mit.edu/index.php/Petra-M)

Requirements

  • Python >3.6
  • wxPython 4.2
  • matplotlib 3.6.2
  • PyOpenGL
  • ... and others.

Typical pip command list...

 pip install attrdict
 pip install wxPython
 pip install piScope

Wiki page : http://piscope.psfc.mit.edu/

Directories:

  • ../python/ifigure         core program
  • ../python/ifigure/example examples
  • ../bin/           scripts to run πScope
  • ../example/       example data to look in πScope

Project details


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