https://github.com/intuitionengineeringteam/redblackpy

Fast and Scalable Data Structures for Scientific and Quantitative Research.
https://github.com/intuitionengineeringteam/redblackpy

cplusplus-11 cython dynamic-data interpolation python red-black-trees time-series

Last synced: 3 months ago
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Fast and Scalable Data Structures for Scientific and Quantitative Research.

• Host: GitHub
• URL: https://github.com/intuitionengineeringteam/redblackpy
• Owner: IntuitionEngineeringTeam
• License: apache-2.0
• Created: 2018-07-05T14:35:49.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2019-01-03T15:38:18.000Z (almost 6 years ago)
• Last Synced: 2024-10-12T16:23:23.544Z (3 months ago)
• Topics: cplusplus-11, cython, dynamic-data, interpolation, python, red-black-trees, time-series
• Language: Python
• Homepage: https://intuitionengineeringteam.github.io/RedBlackPy/
• Size: 62.5 MB
• Stars: 12
• Watchers: 3
• Forks: 3
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
 
RedBlackPy 
 

 
Fast and scalable data structures for scientific and quantitative research in Python 
 


Now available for Python 2.7 and 3.0+ on MacOSX(>=10.7) and Linux (Windows in near future).


### Read a little review article with code examples at [TowardsDataScience](https://towardsdatascience.com/redblackpy-fast-and-scalable-series-for-scientific-and-quantitative-research-in-python-cad49b5c6d3).

RedBlackPy is a light Python library that provides data structures aimed at fast insertion, removal and self sorting to manipulate ordered data in efficient way. The core part of the library had been written on C++ and then was wrapped in Cython. Hope that many would find the primary data structures of this library very handy in working with time series. One of the main feature of this structures is an access by arbitrary key using interpolation, what makes processing of multiple non synchronized time series very simple. All data structures based on red black trees.

 
Installation 
 

Now RedBlackPy requires Cython installation. If you have not Cython, run in your command line:


~~~shell

>> pip install cython

~~~

 1. Build and install from source 

Download project source and run in your command line


~~~shell

>> python setup.py install

~~~

 2. Via pip 

Run in your command line


~~~shell

>> pip install redblackpy

~~~

 
Package content
 


The first release is presented by two classes: Series and SeriesIterator. 

See [Documentation and User Guide](https://intuitionengineeringteam.github.io/RedBlackPy/doc_index.html) for usage.

 
Cython Users
 

We have include pxd files for Cython users. See source.





 
Contact us
 


Feel free to contact us about any questions. Website of our team [IntuitionEngineering](https://intuition.engineering).

Core developer email: [email protected].

Intuition dev email: [email protected].