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csv.hpp
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/*
* This Source Code Form is subject to the terms of the Mozilla Public License,
* v. 2.0. If a copy of the MPL was not distributed with this file, You can
* obtain one at http://mozilla.org/MPL/2.0/.
*
*
* Copyright (c) 2016, Lutz, Clemens <[email protected]>
*/
#ifndef CSV_HPP
#define CSV_HPP
#include "matrix.hpp"
#include <vector>
#include <tuple>
#include <iostream>
#include <cerrno>
#include <cstring>
#include <sstream>
#include <cassert>
#include <type_traits>
#include <sys/mman.h>
#include <sys/stat.h>
#include <fcntl.h>
// #define PARSE_WITH_BOOST
#ifdef PARSE_WITH_BOOST
#include <boost/lexical_cast.hpp>
#endif
#include <boost/spirit/include/qi.hpp>
namespace cle {
class CSV {
public:
template <typename T, typename ... Ts>
int read_csv(char const *file_name, std::vector<T>& vector, Ts& ... vectors) {
constexpr size_t NUM_VECTORS = sizeof...(Ts) + 1;
CToken tokens[NUM_VECTORS];
size_t file_size = 0;
char const * mapped = NULL;
size_t file_offset = 0;
size_t chars_tokenized = 0;
std::stringstream ssbuf;
// Open and mmap file
open_file(file_name, mapped, file_size);
// Preallocate memory
tune_vectors((file_size + NUM_VECTORS) / NUM_VECTORS,
vector, vectors ...);
// Process file
file_offset = 0;
while (file_offset < file_size) {
chars_tokenized = tokenize(&mapped[file_offset], file_size, tokens,
NUM_VECTORS, delimiter_);
if (chars_tokenized != 0) {
parse_line(ssbuf, tokens, vector, vectors...);
}
file_offset += chars_tokenized;
}
close_file(mapped, file_size);
return 1;
}
template <typename T, typename Alloc>
int read_csv(char const *file_name, std::vector<std::vector<T, Alloc>>& vectors, size_t const batch_size = 10) {
size_t file_size = 0;
char const * mapped = NULL;
size_t file_offset = 0;
size_t chars_tokenized = 0;
size_t tokens_tokenized = 0;
size_t current_column;
std::vector<CToken> tokens(batch_size);
std::stringstream ssbuf;
open_file(file_name, mapped, file_size);
// Find and set number of columns
size_t num_columns = line_size(&mapped[0], file_size, delimiter_);
vectors.resize(num_columns);
// Preallocate memory
tune_vectors((file_size + num_columns) / num_columns,
vectors);
// Process file
file_offset = 0;
current_column = 0;
while (file_offset < file_size) {
tokenize(&mapped[file_offset], file_size, tokens,
delimiter_, tokens_tokenized, chars_tokenized);
parse_line(ssbuf, tokens, vectors,
current_column, tokens_tokenized);
file_offset += chars_tokenized;
}
close_file(mapped, file_size);
assert(vectors.size() > 0);
{
size_t common_length = vectors[0].size();
for (auto const& v : vectors) {
assert(v.size() == common_length);
}
}
return 1;
}
template <typename T, typename Alloc, typename INT>
int read_csv(char const *file_name, Matrix<T, Alloc, INT, true>& matrix,
size_t const batch_size = 10) {
std::vector<std::vector<T, Alloc>> tmp_data;
int ret = read_csv(file_name, tmp_data, batch_size);
if (ret <= 0) {
return ret;
}
matrix.resize(tmp_data[0].size(), tmp_data.size());
for (INT y = 0; y < tmp_data.size(); ++y) {
for (INT x = 0; x < tmp_data[y].size(); ++x) {
matrix(x, y) = tmp_data[y][x];
}
}
return 1;
}
void set_delimiter(const char delimiter) {
delimiter_ = delimiter;
}
private:
using Token = std::tuple<char*,size_t>;
using CToken = std::tuple<char const*,size_t>;
int open_file(char const* file_name, char const*& mapped, size_t& file_size) {
struct stat file_stat = {};
int fd = 0;
int status = 0;
fd = open(file_name, O_RDONLY);
if (fd < 0) {
std::cerr << "Open file " << file_name << " failed with code "
<< strerror(errno) << std::endl;
return fd;
}
status = fstat(fd, &file_stat);
if (status < 0) {
std::cerr << "Stat file " << file_name << " failed with code "
<< strerror(errno) << std::endl;
return status;
}
file_size = file_stat.st_size;
mapped = (char*) mmap(NULL, file_size, PROT_READ, MAP_SHARED, fd, 0);
if (mapped == MAP_FAILED) {
std::cerr << "Mmap file " << file_name << " failed with code "
<< strerror(errno) << std::endl;
return errno;
}
if(posix_madvise((void*)mapped, file_size, POSIX_MADV_WILLNEED) != 0) {
std::cerr << "Madvise failed with code "
<< strerror(errno) << std::endl;
return errno;
}
return 1;
}
int close_file(char const * const mapped, size_t const file_size) {
int ret = 0;
ret = munmap((void*)mapped, file_size);
if (ret < 0) {
std::cerr << "Munmap failed with code "
<< strerror(errno) << std::endl;
}
return ret;
}
size_t tokenize(char const *buffer, size_t buffer_size,
CToken *tokens, size_t num_tokens, char delimiter) {
size_t offset = 0;
size_t begin_offset = 0;
size_t t = 0;
while (offset < buffer_size && t < num_tokens) {
char const& c = buffer[offset];
if (c == delimiter || c == '\n') {
std::get<0>(tokens[t]) = &buffer[begin_offset];
std::get<1>(tokens[t]) = offset - begin_offset;
begin_offset = offset + 1;
++t;
}
++offset;
}
if (offset == buffer_size && t < num_tokens) {
std::get<0>(tokens[t]) = &buffer[begin_offset];
std::get<1>(tokens[t]) = offset - begin_offset;
}
assert(t == num_tokens || t == 0);
return offset;
}
void tokenize(char const *buffer, size_t buffer_size,
std::vector<CToken>& tokens, const char delimiter,
size_t& tokens_tokenized, size_t& chars_tokenized) {
size_t offset = 0;
size_t begin_offset = 0;
size_t t = 0;
while (offset < buffer_size && t < tokens.size()) {
char const& c = buffer[offset];
if (c == delimiter || c == '\n') {
std::get<0>(tokens[t]) = &buffer[begin_offset];
std::get<1>(tokens[t]) = offset - begin_offset;
begin_offset = offset + 1;
++t;
}
++offset;
}
if (offset == buffer_size && t < tokens.size()) {
std::get<0>(tokens[t]) = &buffer[begin_offset];
std::get<1>(tokens[t]) = offset - begin_offset;
}
tokens_tokenized = t;
chars_tokenized = offset;
}
size_t line_size(char const *buffer, size_t buffer_size,
char delimiter) {
size_t column = 0;
for (size_t offset = 0; offset < buffer_size; ++offset) {
char const& c = buffer[offset];
if (c == delimiter) {
++column;
}
else if (c == '\n') {
++column;
break;
}
}
return column;
}
template <size_t depth = 0, typename T>
int parse_line(std::stringstream& ssbuf, CToken const *tokens,
std::vector<T>& vec) {
T v;
char const * begin = std::get<0>(tokens[depth]);
size_t size = std::get<1>(tokens[depth]);
char const * last = &begin[size];
if (std::is_same<double, T>::value) {
boost::spirit::qi::parse(begin, last, boost::spirit::qi::double_, v);
vec.push_back(v);
}
else {
#ifdef PARSE_WITH_BOOST
v = boost::lexical_cast<T>(begin, size);
vec.push_back(v);
#else
ssbuf.write(begin, size);
ssbuf >> v;
vec.push_back(v);
ssbuf.clear();
ssbuf.str("");
#endif
}
return 1;
}
template <size_t depth = 0, typename T, typename ... Ts>
int parse_line(std::stringstream& ssbuf, CToken const *tokens,
std::vector<T>& vec, Ts& ... other) {
T v;
char const * begin = std::get<0>(tokens[depth]);
size_t size = std::get<1>(tokens[depth]);
char const * last = &begin[size];
if (std::is_same<double, T>::value) {
boost::spirit::qi::parse(begin, last, boost::spirit::qi::double_, v);
vec.push_back(v);
}
else {
#ifdef PARSE_WITH_BOOST
v = boost::lexical_cast<T>(begin, size);
vec.push_back(v);
#else
ssbuf.write(begin, size);
ssbuf >> v;
vec.push_back(v);
ssbuf.clear();
ssbuf.str("");
#endif
}
parse_line<depth+1>(ssbuf, tokens, other...);
return 1;
}
template <typename T, typename Alloc>
int parse_line(std::stringstream& ssbuf, std::vector<CToken> const& tokens,
std::vector<std::vector<T, Alloc>>& vectors,
size_t& current_column, const size_t num_tokens) {
T v = 0;
char const * token_begin;
char const * token_last;
size_t token_size;
for (size_t i = 0; i != num_tokens; ++i) {
token_begin = std::get<0>(tokens[i]);
token_size = std::get<1>(tokens[i]);
token_last = &token_begin[token_size];
if (std::is_same<double, T>::value) {
boost::spirit::qi::parse(token_begin, token_last, boost::spirit::qi::double_, v);
vectors[current_column].push_back(v);
}
else {
#ifdef PARSE_WITH_BOOST
v = boost::lexical_cast<T>(token_begin, token_size);
vectors[current_column].push_back(v);
#else
ssbuf.write(token_begin, token_size);
ssbuf >> v;
vectors[current_column].push_back(v);
ssbuf.clear();
ssbuf.str("");
#endif
}
current_column = (current_column + 1) % vectors.size();
}
return 1;
}
template <typename T, typename Alloc>
void tune_vectors(size_t avg_size, std::vector<T, Alloc>& vec) {
vec.reserve(avg_size / sizeof(T));
}
template <typename T, typename ... Ts, typename Alloc>
void tune_vectors(size_t avg_size, std::vector<T, Alloc>& vec, Ts& ... other) {
vec.reserve(avg_size / sizeof(T));
tune_vectors(avg_size, other ...);
}
template <typename T, typename Alloc>
void tune_vectors(size_t avg_size,
std::vector<std::vector<T, Alloc>>& vectors) {
for (std::vector<T, Alloc>& v : vectors) {
tune_vectors(avg_size, v);
}
}
char delimiter_ = ',';
};
}
#endif /* CSV_HPP */