Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Added Convert Function as discussed on Issue#22 #33

Open
wants to merge 12 commits into
base: master
Choose a base branch
from
8 changes: 8 additions & 0 deletions dataset_utils/Readme.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,8 @@
# Dataset Utils

This directory contains utility functions related to Datasets.

Current Implemented features

* Convert CSV files to JSON([Issue](https://github.com/mlpack/models/issues/22))
* Convert CSV files to XML([Issue](https://github.com/mlpack/models/issues/22))
102 changes: 102 additions & 0 deletions dataset_utils/convert.cpp
Original file line number Diff line number Diff line change
@@ -0,0 +1,102 @@
#include <iostream>
#include <unordered_map>
#include <boost/range/combine.hpp>
#include <boost/lexical_cast.hpp>
#include <boost/property_tree/ptree.hpp>
#include <boost/property_tree/xml_parser.hpp>
#include <boost/property_tree/json_parser.hpp>
#include <boost/tokenizer.hpp>
#include <string>
#include <fstream>
#include <unordered_map>


using namespace boost::property_tree;
using namespace boost;

class Convert
Copy link
Member

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Hey, can we also add class description and usage here.

{
void csvxmlHelper(std::string path, std::string to)
{
heisenbuug marked this conversation as resolved.
Show resolved Hide resolved
//static int ctr;
static std::unordered_map<std::string, int> fileNames;
std::vector<std::string> tags;
std::vector<std::string> rows;
std::ifstream file(path);
std::string line;

auto tokenize = [&](std::string line)
{
std::vector<std::string> col_names;

tokenizer<escaped_list_separator<char> > tk(line, escaped_list_separator<char>());
for (tokenizer<escaped_list_separator<char> >::iterator i(tk.begin()); i != tk.end(); ++i)
col_names.push_back(*i);

return col_names;
};

auto create_XML = [&](std::vector<std::string>& tags, std::vector<std::string> rows)
{
static int ctr;
ptree XMLobjectL;
std::string tag, value;

for (auto i : boost::combine(tags, rows))
{
//tag contains tags, value contains corresponding values
boost::tie(tag, value) = i;
XMLobjectL.put("annotation.object." + tag, value);
}

write_xml(std::to_string(ctr) + ".xml", XMLobjectL, std::locale(),
xml_writer_make_settings<ptree::key_type>(' ', 1u));

ctr++;
};

auto create_JSON = [&](std::vector<std::string>& tags, std::vector<std::string> rows)
{
static int ctr;
ptree XMLobjectL;
std::string tag, value;

for (auto i : boost::combine(tags, rows))
{
//tag contains tags, value contains corresponding values
boost::tie(tag, value) = i;
XMLobjectL.put("annotation.object." + tag, value);
}

write_json(std::to_string(ctr) + ".json", XMLobjectL);
ctr++;
};
heisenbuug marked this conversation as resolved.
Show resolved Hide resolved

std::getline(file, line);
tags = tokenize(line);

if (to == "xml")
while (std::getline(file, line))
create_XML(tags, tokenize(line));

else if (to == "json")
while (std::getline(file, line))
create_JSON(tags, tokenize(line));
heisenbuug marked this conversation as resolved.
Show resolved Hide resolved

}

public:
void convert(std::string path, std::string to)
Copy link
Member

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Let's make this function static. No need to declare an object for converting datasets. Also Capitalize the first letter of the function.

{
csvxmlHelper(path, to);
}
};

// How To use
/*int main() {
Convert foo;

foo.convert("path_to_csv_file.csv", "xml");
foo.convert("path_to_csv_file.csv", "json");

}*/