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From: Aniket Chowdhury (8.aniket.chowdhury_at_[hidden])
Date: 2020-03-16 22:14:35
Hi,
My name is Aniket Chowdhury
<https://github.com/aniket-chowdhury?tab=repositories> and I am second-year
undergraduate student.
I wish to implement the DataFrame library for Boost. I have made the
project proposal and am attaching the same.
As, this project is an expansion of the previous project
<https://github.com/BoostGSoC19/data_frame> there are a few directions that
I would like to work in whichever adds more to the project.
1. We could be to keep the existing code base as it is and implement new
features on top of it.
2. We could try to restructure the code into *Modules*(C++20 feature) and
then implement the features.
3. Or, we could restructure the code without ET but rather using *C++20 One
Ranges*. This makes more sense to me as I believe that uBlas is being
ported to C++20.
The DataFrame would include the following features:
1. All the features already present(union, combine, join).
2. Read/write from *DataFrame using JSON*(boost::property_tree to DataFrame)
3. Operator support for addition, subtraction, multiplication, division,
modulo and power, etc as well as support for comparison operators.
4. Functions to perform apply, apply_element_wise, aggregate, transform and
expand on a given DataFrame.
5. Data analysis tools for standard deviation, variance, mean, etc.
6. Re-indexing methods like replace, duplicate, filter, etc.
7. Reshaping methods for sorting, append, pivot, etc.
*Full Details* of the same can be found in the *Project Proposal*.
I have been in contact with David Bellot for the past week regarding GSoC.
I have completed the first draft of the competency check and sent the same
to him. I would love to work I am requesting him to be assigned as a
mentor for the same.
*PFA: *The Project Proposal
<https://docs.google.com/document/d/1wyegbUEbpOopaQSWtFd0a_ch4QeIERKXGVX6GJSSdBo/edit?usp=sharing>(linked
in case the attachment fails)
This is an official application for the GSoC' 20. I am open to any and all
suggestions.
Aniket Chowdhury