Introduction:
libcsv is a CSV library written for the C programming language. It allows a user to parse CSV code and read it into an abstract table structure, as well as write a table back to a file. It also combines CSV with the relational database concept, implementing various SQL operations that a programmer can use to operate on CSV tables.
Why did I write this library?
I wanted to make data science and machine learning programming in C easier. Currently most ML programming is done in either R or Python, and neither of these languages allow you to implement your own algorithms, at least not algorithms that would be at all efficient. libcsv is designed to be more powerful and flexible than any Python or R library, giving a C programmer the basic tools for constructing machine learning algorithms to their own exacting specifications.
Who is this library for?
This library is written for power users, control freaks, and just people who like implementing things themselves. It is written for data scientists and AI programmers who want a greater degree of flexibility than is offered by higher-level languages like Python. Its goal is to give the programmer maximum flexibility and control when designing their own algorithms, providing a robust data interchange API that the programmer can build machine learning algorithms on top of, and allowing them to make their own decisions from thence onward.
Files included in this repository:
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README.md - this file
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LICENSE.md - the Michael Warren Free Software License under which this and all my other software is released
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CoC.md - the Apolitical Code of Conduct which is used for this project
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DOC.md - documentation of types and functions
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TODO.md - list of modifications I want to make to this software in the future
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Makefile - used for building libcsv
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csv.h - the main header file - defines all the data types and functions related to CSV tables and CSV files
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automata.h - a header file that includes macros and types for automata that are used internally by libcsv; this file is needed when compiling libcsv but you will not need to
#include
it in any projects that use libcsv -
dfloat.h - header file for numerical types and operations used by libcsv
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csv_file.c - contains function definitions for working with CSV files
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csv_table.c - contains function definitions for working with CSV tables in the fashion of a relational database
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csv_set.c - contains function definitions for working with set types
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csv_select.c - contains function definitions for selecting subsets for records from tables
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parser-demo.c - a demo program for the CSV validator and interpreter, released very early on in libcsv's development and not really necessary anymore
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syntax.vim: Additional syntax highlighting for Vim users
Dependencies:
libdfloat (Implements the main numerical type used by libcsv)
Installation and usage instructions:
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Clone both the libcsv and libdfloat repositories.
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Follow the libdfloat repo's instructions for building libdfloat.
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Go into the libcsv directory and enter
make
at the command shell. To remove any temporary files, follow this withmake clean
. -
Place libcsv.a and libdfloat.a in the same directory.
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To link the libcsv and libdfloat libraries to a project, run the following command:
gcc myproject -L dir -lcsv -ldfloat
(where
dir
is the directory containing libcsv.a and libdfloat.a)
If you have any feedback or want to report any issues, please don't hesitate to notify me. You are helping me make these libraries better. This library is currently in its alpha stage and needs people to alpha-test it. Your participation is greatly appreciated.