Library Reference

version 2.112.0

Internal API

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std.csv

Implements functionality to read Comma Separated Values and its variants from aninput range ofdchar.

Comma Separated Values provide a simple means to transfer and store tabular data. It has been common for programs to use their own variant of the CSV format. This parser will loosely follow theRFC-4180. CSV input should adhere to the following criteria (differences from RFC-4180 in parentheses):

A record is separated by a new line (CRLF,LF,CR)
A final record may end with a new line
A header may be provided as the first record in input
A record has fields separated by a comma (customizable)
A field containing new lines, commas, or double quotes should be enclosed in double quotes (customizable)
Double quotes in a field are escaped with a double quote
Each record should contain the same number of fields

Example

import std.algorithm;import std.array;import std.csv;import std.stdio;import std.typecons;void main(){auto text ="Joe,Carpenter,300000\nFred,Blacksmith,400000\r\n";foreach (record; csvReader!(Tuple!(string, string,int))(text))    {        writefln("%s works as a %s and earns $%d per year",                 record[0], record[1], record[2]);    }// To read the same string from the file "filename.csv":auto file = File("filename.csv","r");foreach (record;        file.byLine.joiner("\n").csvReader!(Tuple!(string, string,int)))    {        writefln("%s works as a %s and earns $%d per year",                 record[0], record[1], record[2]);    }}}

When an input contains a header theContents can be specified as an associative array. Passing null to signify that a header is present.

auto text ="Name,Occupation,Salary\r" ~"Joe,Carpenter,300000\nFred,Blacksmith,400000\r\n";foreach (record; csvReader!(string[string])        (text,null)){    writefln("%s works as a %s and earns $%s per year.",             record["Name"], record["Occupation"],             record["Salary"]);}// To read the same string from the file "filename.csv":auto file = File("filename.csv","r");foreach (record; csvReader!(string[string])        (file.byLine.joiner("\n"),null)){    writefln("%s works as a %s and earns $%s per year.",             record["Name"], record["Occupation"],             record["Salary"]);}

This module allows content to be iterated by record stored in a struct, class, associative array, or as a range of fields. Upon detection of an error an CSVException is thrown (can be disabled). csvNextToken has been made public to allow for attempted recovery.

Disabling exceptions will lift many restrictions specified above. A quote can appear in a field if the field was not quoted. If in a quoted field any quote by itself, not at the end of a field, will end processing for that field. The field is ended when there is no input, even if the quote was not closed.

See Also:

Wikipedia Comma-separated values

License:

Boost License 1.0.

Authors:

Jesse Phillips

Sourcestd/csv.d

classCSVException:object.Exception;

Exception containing the row and column for when an exception was thrown.

Numbering of both row and col start at one and corresponds to the location in the file rather than any specified header. Special consideration should be made when there is failure to match the header see HeaderMismatchException for details.

When performing type conversions,std.conv.ConvException is stored in thenext field.

Examples:

import std.exception : collectException;import std.algorithm.searching : count;string text ="a,b,c\nHello,65";auto ex = collectException!CSVException(csvReader(text).count);// "(Row: 0, Col: 0) Row 2's length 2 does not match previous length of 3."writeln(ex.toString);

Examples:

import std.exception : collectException;import std.algorithm.searching : count;import std.typecons : Tuple;string text ="a,b\nHello,65";auto ex = collectException!CSVException(csvReader!(Tuple!(string,int))(text).count);// "(Row: 1, Col: 2) Unexpected 'b' when converting from type string to type int"writeln(ex.toString);

size_trow;
size_tcol;

classIncompleteCellException:std.csv.CSVException;

Exception thrown when a Token is identified to not be completed: a quote is found in an unquoted field, data continues after a closing quote, or the quoted field was not closed before data was empty.

Examples:

import std.exception : assertThrown;string text ="a,\"b,c\nHello,65,2.5";assertThrown!IncompleteCellException(text.csvReader(["a","b","c"]));

dstringpartialData;: Data pulled from input before finding a problem
This field is populated when usingcsvReader but not bycsvNextToken as this data will have already been fed to the output range.

classHeaderMismatchException:std.csv.CSVException;

Exception thrown under different conditions based on the type of Contents.

Structure, Class, and Associative Array

When a header is provided but a matching column is not found

Other

When a header is provided but a matching column is not found
Order did not match that found in the input

Since a row and column is not meaningful when a column specified by the header is not found in the data, both row and col will be zero. Otherwise row is always one and col is the first instance found in header that occurred before the previous starting at one.

Examples:

import std.exception : assertThrown;string text ="a,b,c\nHello,65,2.5";assertThrown!HeaderMismatchException(text.csvReader(["b","c","invalid"]));

enumMalformed: int;

Determines the behavior for when an error is detected.

Disabling exception will follow these rules:

A quote can appear in a field if the field was not quoted.
If in a quoted field any quote by itself, not at the end of a field, will end processing for that field.
The field is ended when there is no input, even if the quote was not closed.
If the given header does not match the order in the input, the content will return as it is found in the input.
If the given header contains columns not found in the input they will be ignored.

Examples:

import std.algorithm.comparison : equal;import std.algorithm.searching : count;import std.exception : assertThrown;string text ="a,b,c\nHello,65,\"2.5";assertThrown!IncompleteCellException(text.csvReader.count);// ignore the exceptions and try to handle invalid CSVauto firstLine = text.csvReader!(string,Malformed.ignore)(null).front;assert(firstLine.equal(["Hello","65","2.5"]));

ignore: No exceptions are thrown due to incorrect CSV.
throwException: Use exceptions when input has incorrect CSV.

autocsvReader(Contents = string, Malformed ErrorLevel = Malformed.throwException, Range, Separator = char)(Rangeinput, Separatordelimiter = ',', Separatorquote = '"', boolallowInconsistentDelimiterCount = false) if (isInputRange!Range && is(immutable(ElementType!Range) == immutable(dchar)) && isSomeChar!Separator && !is(Contents T : T[U], U : string)); autocsvReader(Contents = string, Malformed ErrorLevel = Malformed.throwException, Range, Header, Separator = char)(Rangeinput, Headerheader, Separatordelimiter = ',', Separatorquote = '"', boolallowInconsistentDelimiterCount = false) if (isInputRange!Range && is(immutable(ElementType!Range) == immutable(dchar)) && isSomeChar!Separator && isForwardRange!Header && isSomeString!(ElementType!Header)); autocsvReader(Contents = string, Malformed ErrorLevel = Malformed.throwException, Range, Header, Separator = char)(Rangeinput, Headerheader, Separatordelimiter = ',', Separatorquote = '"', boolallowInconsistentDelimiterCount = false) if (isInputRange!Range && is(immutable(ElementType!Range) == immutable(dchar)) && isSomeChar!Separator && is(Header : typeof(null)));

Returns aninput rangefor iterating over records found ininput.

An optionalheader can be provided. The first record will be read inas the header. IfContents is a struct then the header provided isexpected to correspond to the fields in the struct. WhenContents isnot a type which can contain the entire record, theheader must beprovided in the same order as the input or an exception is thrown.

Returns:

An input range R as defined bystd.range.primitives.isInputRange. WhenContents is a struct, class, or an associative array, the element type of R isContents, otherwise the element type of R is itself a range with element typeContents.

If aheader argument is provided, the returned range provides aheader field for accessing the header from the input in array form.

Throws:

CSVException When a quote is found in an unquoted field, data continues after a closing quote, the quoted field was not closed before data was empty, a conversion failed, or when the row's length does not match the previous length.

HeaderMismatchException when a header is provided but a matching column is not found or the order did not match that found in the input. Read the exception documentation for specific details of when the exception is thrown for different types ofContents.

Examples:

TheContents of the input can be provided if all the records are thesame type such as all integer data:

import std.algorithm.comparison : equal;string text ="76,26,22";auto records = text.csvReader!int;assert(records.equal!equal([    [76, 26, 22],]));

Examples:

Using a struct with modified delimiter:

import std.algorithm.comparison : equal;string text ="Hello;65;2.5\nWorld;123;7.5";struct Layout{    string name;int value;double other;}auto records = text.csvReader!Layout(';');assert(records.equal([    Layout("Hello", 65, 2.5),    Layout("World", 123, 7.5),]));

Examples:

SpecifyingErrorLevel asMalformed.ignore will lift restrictionson the format. This example shows that an exception is not thrown whenfinding a quote in a field not quoted.

string text ="A \" is now part of the data";auto records = text.csvReader!(string, Malformed.ignore);auto record = records.front;writeln(record.front);// text

Examples:

Read only column "b"

import std.algorithm.comparison : equal;string text ="a,b,c\nHello,65,63.63\nWorld,123,3673.562";auto records = text.csvReader!int(["b"]);assert(records.equal!equal([    [65],    [123],]));

Examples:

Read while rearranging the columns by specifying a header with a different order"

import std.algorithm.comparison : equal;string text ="a,b,c\nHello,65,2.5\nWorld,123,7.5";struct Layout{int value;double other;    string name;}auto records = text.csvReader!Layout(["b","c","a"]);assert(records.equal([    Layout(65, 2.5,"Hello"),    Layout(123, 7.5,"World")]));

Examples:

The header can also be left empty if the input contains a header rowand all columns should be iterated.The header from the input can always be accessed from theheader field.

string text ="a,b,c\nHello,65,63.63";auto records = text.csvReader(null);writeln(records.header);// ["a", "b", "c"]

Examples:

Handcrafted csv files tend to have an variable amount of columns.

By defaultstd.csv will throw if the number of columns on a lineis unequal to the number of columns of the first line.To allow, or disallow, a variable amount of columns abool can be passed toall overloads of thecsvReader function as shown below.

import std.algorithm.comparison : equal;string text ="76,26,22\n1,2\n3,4,5,6";auto records = text.csvReader!int(',', '"',true);assert(records.equal!equal([    [76, 26, 22],    [1, 2],    [3, 4, 5, 6]]));

Examples:

ditto

import std.algorithm.comparison : equal;staticstruct Three{int a;int b;int c;}string text ="76,26,22\n1,2\n3,4,5,6";auto records = text.csvReader!Three(',', '"',true);assert(records.equal([    Three(76, 26, 22),    Three(1, 2, 0),    Three(3, 4, 5)]));

Examples:

ditto

import std.algorithm.comparison : equal;auto text ="Name,Occupation,Salary\r" ~"Joe,Carpenter,300000\nFred,Blacksmith\r\n";auto r =csvReader!(string[string])(text,null, ',', '"',true);assert(r.equal([    ["Name" :"Joe","Occupation" :"Carpenter","Salary" :"300000" ],    ["Name" :"Fred","Occupation" :"Blacksmith" ]]));

voidcsvNextToken(Range, Malformed ErrorLevel = Malformed.throwException, Separator, Output)(ref Rangeinput, ref Outputans, Separatorsep, Separatorquote, boolstartQuoted = false) if (isSomeChar!Separator && isInputRange!Range && is(immutable(ElementType!Range) == immutable(dchar)) && isOutputRange!(Output, dchar));

Lower level control over parsing CSV

This function consumes the input. After each call the input will start with either a delimiter or record break (\n, \r\n, \r) which must be removed for subsequent calls.

Parameters:

Range`input`	Any CSV input
Output`ans`	The first field in the input
Separator`sep`	The character to represent a comma in the specification
Separator`quote`	The character to represent a quote in the specification
bool`startQuoted`	Whether the input should be considered to already be in quotes

Throws:

IncompleteCellException When a quote is found in an unquoted field, data continues after a closing quote, or the quoted field was not closed before data was empty.

Examples:

import std.array : appender;import std.range.primitives : popFront;string str ="65,63\n123,3673";auto a = appender!(char[])();csvNextToken(str,a,',','"');writeln(a.data);// "65"writeln(str);// ",63\n123,3673"str.popFront();a.shrinkTo(0);csvNextToken(str,a,',','"');writeln(a.data);// "63"writeln(str);// "\n123,3673"str.popFront();a.shrinkTo(0);csvNextToken(str,a,',','"');writeln(a.data);// "123"writeln(str);// ",3673"

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Library Reference

std.csv