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https://github.com/dgorissen/pycel

A library for compiling excel spreadsheets to python code & visualizing them as a graph
https://github.com/dgorissen/pycel

Last synced: 10 days ago
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A library for compiling excel spreadsheets to python code & visualizing them as a graph

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README 

        
Pycel

=====



|build-state| |coverage| |requirements|



|pypi| |pypi-pyversions| |repo-size| |code-size|



Pycel is a small python library that can translate an Excel spreadsheet into

executable python code which can be run independently of Excel.



The python code is based on a graph and uses caching & lazy evaluation to

ensure (relatively) fast execution.  The graph can be exported and analyzed

using tools like `Gephi `_. See the contained example

for an illustration.



Required python libraries:

    `dateutil `_,

    `networkx `_,

    `numpy `_,

    `openpyxl `_,

    `ruamel.yaml `_, and optionally:

    `matplotlib `_,

    `pydot `_



The full motivation behind pycel including some examples & screenshots is

described in this `blog post `_.



Usage

======



Download the library and run the example file.



**Quick start:**

You can use binder to see and explore the tool quickly and interactively in the

browser: |notebook|



**The good:**



All the main mathematical functions (sin, cos, atan2, ...) and operators

(+,/,^, ...) are supported as are ranges (A5:D7), and functions like

MIN, MAX, INDEX, LOOKUP, and LINEST.



The codebase is small, relatively fast and should be easy to understand

and extend.



I have tested it extensively on spreadsheets with 10 sheets & more than

10000 formulae.  In that case calculation of the equations takes about 50ms

and agrees with Excel up to 5 decimal places.



**The bad:**



My development is driven by the particular spreadsheets I need to handle so

I have only added support for functions that I need.  However, it is should be

straightforward to add support for others.



The code does currently support cell references so a function like OFFSET works,

but suffers from the fact that if a cell is not already compiled in, then the

function can fail.  Also, for obvious reasons, any VBA code is not compiled

but needs to be re-implemented manually on the python side.



**The Ugly:**



The resulting graph-based code is fast enough for my purposes but to make it

truly fast you would probably replace the graph with a dependency tracker

based on sparse matrices or something similar.



Excel Addin

===========



It's possible to run pycel as an excel addin using

`PyXLL `_. Simply place pyxll.xll and pyxll.py in the

lib directory and add the xll file to the Excel Addins list as explained in

the pyxll documentation.



Acknowledgements

================



This code was originally made possible thanks to the python port of

Eric Bachtal's `Excel formula parsing code

`_

by Robin Macharg.



The code currently uses a tokenizer of similar origin from the

`openpyxl library.

`_



.. Image links



.. |build-state| image:: https://travis-ci.com/dgorissen/pycel.svg?branch=master

  :target: https://travis-ci.com/dgorissen/pycel

  :alt: Build Status



.. |coverage| image:: https://codecov.io/gh/dgorissen/pycel/branch/master/graph/badge.svg

  :target: https://codecov.io/gh/dgorissen/pycel/list/master

  :alt: Code Coverage



.. |pypi| image:: https://img.shields.io/pypi/v/pycel.svg

  :target: https://pypi.org/project/pycel/

  :alt: Latest Release



.. |pypi-pyversions| image:: https://img.shields.io/pypi/pyversions/pycel.svg

    :target: https://pypi.python.org/pypi/pycel



.. |requirements| image:: https://requires.io/github/stephenrauch/pycel/requirements.svg?branch=master

  :target: https://requires.io/github/stephenrauch/pycel/requirements/?branch=master

  :alt: Requirements Status



.. |repo-size| image:: https://img.shields.io/github/repo-size/dgorissen/pycel.svg

  :target: https://github.com/dgorissen/pycel

  :alt: Repo Size



.. |code-size| image:: https://img.shields.io/github/languages/code-size/dgorissen/pycel.svg

  :target: https://github.com/dgorissen/pycel

  :alt: Code Size



.. |notebook| image:: https://mybinder.org/badge.svg

  :target: https://mybinder.org/v2/gh/dgorissen/pycel/master?filepath=notebooks%2Fexample.ipynb

  :alt: Open Notebook