我需要在c++中加载和使用CSV文件数据。在这一点上,它实际上只是一个以逗号分隔的解析器(即不用担心转义新行和逗号)。主要需要的是逐行解析器,它将在每次调用方法时为下一行返回一个向量。
我发现这篇文章看起来很有前途: http://www.boost.org/doc/libs/1_35_0/libs/spirit/example/fundamental/list_parser.cpp
我从未使用过Boost's Spirit,但我愿意尝试一下。但前提是我忽略了一个更直接的解决方案。
我需要在c++中加载和使用CSV文件数据。在这一点上,它实际上只是一个以逗号分隔的解析器(即不用担心转义新行和逗号)。主要需要的是逐行解析器,它将在每次调用方法时为下一行返回一个向量。
我发现这篇文章看起来很有前途: http://www.boost.org/doc/libs/1_35_0/libs/spirit/example/fundamental/list_parser.cpp
我从未使用过Boost's Spirit,但我愿意尝试一下。但前提是我忽略了一个更直接的解决方案。
当前回答
当你使用boost::spirit这样漂亮的东西时,你应该感到自豪
这里我的一个解析器的尝试(几乎)符合这个链接的CSV规范(我不需要在字段中换行)。逗号周围的空格也被省略了)。
在你克服了编译这段代码需要等待10秒的令人震惊的经历之后:),你就可以坐下来享受了。
// csvparser.cpp
#include <boost/spirit/include/qi.hpp>
#include <boost/spirit/include/phoenix_operator.hpp>
#include <iostream>
#include <string>
namespace qi = boost::spirit::qi;
namespace bascii = boost::spirit::ascii;
template <typename Iterator>
struct csv_parser : qi::grammar<Iterator, std::vector<std::string>(),
bascii::space_type>
{
qi::rule<Iterator, char() > COMMA;
qi::rule<Iterator, char() > DDQUOTE;
qi::rule<Iterator, std::string(), bascii::space_type > non_escaped;
qi::rule<Iterator, std::string(), bascii::space_type > escaped;
qi::rule<Iterator, std::string(), bascii::space_type > field;
qi::rule<Iterator, std::vector<std::string>(), bascii::space_type > start;
csv_parser() : csv_parser::base_type(start)
{
using namespace qi;
using qi::lit;
using qi::lexeme;
using bascii::char_;
start = field % ',';
field = escaped | non_escaped;
escaped = lexeme['"' >> *( char_ -(char_('"') | ',') | COMMA | DDQUOTE) >> '"'];
non_escaped = lexeme[ *( char_ -(char_('"') | ',') ) ];
DDQUOTE = lit("\"\"") [_val = '"'];
COMMA = lit(",") [_val = ','];
}
};
int main()
{
std::cout << "Enter CSV lines [empty] to quit\n";
using bascii::space;
typedef std::string::const_iterator iterator_type;
typedef csv_parser<iterator_type> csv_parser;
csv_parser grammar;
std::string str;
int fid;
while (getline(std::cin, str))
{
fid = 0;
if (str.empty())
break;
std::vector<std::string> csv;
std::string::const_iterator it_beg = str.begin();
std::string::const_iterator it_end = str.end();
bool r = phrase_parse(it_beg, it_end, grammar, space, csv);
if (r && it_beg == it_end)
{
std::cout << "Parsing succeeded\n";
for (auto& field: csv)
{
std::cout << "field " << ++fid << ": " << field << std::endl;
}
}
else
{
std::cout << "Parsing failed\n";
}
}
return 0;
}
编译:
make csvparser
测试(例子摘自维基百科):
./csvparser
Enter CSV lines [empty] to quit
1999,Chevy,"Venture ""Extended Edition, Very Large""",,5000.00
Parsing succeeded
field 1: 1999
field 2: Chevy
field 3: Venture "Extended Edition, Very Large"
field 4:
field 5: 5000.00
1999,Chevy,"Venture ""Extended Edition, Very Large""",,5000.00"
Parsing failed
其他回答
你可能想看看我的自由/开源软件项目CSVfix(更新链接),这是一个用c++编写的CSV流编辑器。CSV解析器不是什么好东西,但它完成了工作,整个包可以在不编写任何代码的情况下满足您的需要。
CSV解析器请参见alib/src/a_csv.cpp,使用示例请参见csvlib/src/csved_ioman.cpp (IOManager::ReadCSV)。
如果您正在使用Visual Studio / MFC,下面的解决方案可能会使您的工作更轻松。它支持Unicode和MBCS,有注释,除了CString之外没有其他依赖项,对我来说工作得很好。它不支持在带引号的字符串中嵌入换行符,但我不在乎,只要它在这种情况下不崩溃,它不会崩溃。
总体策略是,将带引号的字符串和空字符串作为特殊情况处理,其余使用Tokenize。对于带引号的字符串,策略是找到真正的结束引号,跟踪是否遇到了连续的引号对。如果是,则使用Replace将成对转换为单个。毫无疑问,有更有效的方法,但在我的案例中,性能还不够重要,不足以证明进一步优化的合理性。
class CParseCSV {
public:
// Construction
CParseCSV(const CString& sLine);
// Attributes
bool GetString(CString& sDest);
protected:
CString m_sLine; // line to extract tokens from
int m_nLen; // line length in characters
int m_iPos; // index of current position
};
CParseCSV::CParseCSV(const CString& sLine) : m_sLine(sLine)
{
m_nLen = m_sLine.GetLength();
m_iPos = 0;
}
bool CParseCSV::GetString(CString& sDest)
{
if (m_iPos < 0 || m_iPos > m_nLen) // if position out of range
return false;
if (m_iPos == m_nLen) { // if at end of string
sDest.Empty(); // return empty token
m_iPos = -1; // really done now
return true;
}
if (m_sLine[m_iPos] == '\"') { // if current char is double quote
m_iPos++; // advance to next char
int iTokenStart = m_iPos;
bool bHasEmbeddedQuotes = false;
while (m_iPos < m_nLen) { // while more chars to parse
if (m_sLine[m_iPos] == '\"') { // if current char is double quote
// if next char exists and is also double quote
if (m_iPos < m_nLen - 1 && m_sLine[m_iPos + 1] == '\"') {
// found pair of consecutive double quotes
bHasEmbeddedQuotes = true; // request conversion
m_iPos++; // skip first quote in pair
} else // next char doesn't exist or is normal
break; // found closing quote; exit loop
}
m_iPos++; // advance to next char
}
sDest = m_sLine.Mid(iTokenStart, m_iPos - iTokenStart);
if (bHasEmbeddedQuotes) // if string contains embedded quote pairs
sDest.Replace(_T("\"\""), _T("\"")); // convert pairs to singles
m_iPos += 2; // skip closing quote and trailing delimiter if any
} else if (m_sLine[m_iPos] == ',') { // else if char is comma
sDest.Empty(); // return empty token
m_iPos++; // advance to next char
} else { // else get next comma-delimited token
sDest = m_sLine.Tokenize(_T(","), m_iPos);
}
return true;
}
// calling code should look something like this:
CStdioFile fIn(pszPath, CFile::modeRead);
CString sLine, sToken;
while (fIn.ReadString(sLine)) { // for each line of input file
if (!sLine.IsEmpty()) { // ignore blank lines
CParseCSV csv(sLine);
while (csv.GetString(sToken)) {
// do something with sToken here
}
}
}
@sastanin的解决方案的一个小版本,以便它可以处理引号中的换行。
std::vector<std::vector<std::string>> readCSV(std::istream &in) {
std::vector<std::vector<std::string>> table;
while (!in.eof()) {
CSVState state = CSVState::UnquotedField;
std::vector<std::string> fields {""};
size_t i = 0; // index of the current field
for (char c : row) {
switch (state) {
case CSVState::UnquotedField:
switch (c) {
case ',': // end of field
fields.push_back(""); i++;
break;
case '"': state = CSVState::QuotedField;
break;
default: fields[i].push_back(c);
break; }
break;
case CSVState::QuotedField:
switch (c) {
case '"': state = CSVState::QuotedQuote;
break;
default: fields[i].push_back(c);
break; }
break;
case CSVState::QuotedQuote:
switch (c) {
case ',': // , after closing quote
fields.push_back(""); i++;
state = CSVState::UnquotedField;
break;
case '"': // "" -> "
fields[i].push_back('"');
state = CSVState::QuotedField;
break;
case '\n': // newline
table.push_back(fields);
state = CSVState::UnquotedField;
fields = vector<string>{""};
i = 0;
default: // end of quote
state = CSVState::UnquotedField;
break; }
break;
}
}
}
return table;
}
下面是读取矩阵的代码,注意你在matlab中也有一个csvwrite函数
void loadFromCSV( const std::string& filename )
{
std::ifstream file( filename.c_str() );
std::vector< std::vector<std::string> > matrix;
std::vector<std::string> row;
std::string line;
std::string cell;
while( file )
{
std::getline(file,line);
std::stringstream lineStream(line);
row.clear();
while( std::getline( lineStream, cell, ',' ) )
row.push_back( cell );
if( !row.empty() )
matrix.push_back( row );
}
for( int i=0; i<int(matrix.size()); i++ )
{
for( int j=0; j<int(matrix[i].size()); j++ )
std::cout << matrix[i][j] << " ";
std::cout << std::endl;
}
}
我有一个更快的解决方案,最初是针对这个问题的:
如何拉动不同弦的特定部分?
但它显然是关闭的。但我不会把它扔掉:
#include <iostream>
#include <string>
#include <regex>
std::string text = "\"4,\"\"3\"\",\"\"Mon May 11 03:17:40 UTC 2009\"\",\"\"kindle2\"\",\"\"tpryan\"\",\"\"TEXT HERE\"\"\";;;;";
int main()
{
std::regex r("(\".*\")(\".*\")(\".*\")(\".*\")(\".*\")(\".*\")(\".*\")(\".*\")(\".*\")(\".*\")");
std::smatch m;
std::regex_search(text, m, r);
std::cout<<"FOUND: "<<m[9]<<std::endl;
return 0;
}
只需根据索引从smatch集合中挑选出您想要的匹配项。 正则表达式是福气。