\section{\module{csv} --- CSV File Reading and Writing} \declaremodule{standard}{csv} \modulesynopsis{Write and read tabular data to and from delimited files.} \versionadded{2.3} \index{csv} \indexii{data}{tabular} The so-called CSV (Comma Separated Values) format is the most common import and export format for spreadsheets and databases. There is no ``CSV standard'', so the format is operationally defined by the many applications which read and write it. The lack of a standard means that subtle differences often exist in the data produced and consumed by different applications. These differences can make it annoying to process CSV files from multiple sources. Still, while the delimiters and quoting characters vary, the overall format is similar enough that it is possible to write a single module which can efficiently manipulate such data, hiding the details of reading and writing the data from the programmer. The \module{csv} module implements classes to read and write tabular data in CSV format. It allows programmers to say, ``write this data in the format preferred by Excel,'' or ``read data from this file which was generated by Excel,'' without knowing the precise details of the CSV format used by Excel. Programmers can also describe the CSV formats understood by other applications or define their own special-purpose CSV formats. The \module{csv} module's \class{reader} and \class{writer} objects read and write sequences. Programmers can also read and write data in dictionary form using the \class{DictReader} and \class{DictWriter} classes. \note{The first version of the \module{csv} module doesn't support Unicode input. Also, there are currently some issues regarding \ASCII{} NUL characters. Accordingly, all input should generally be plain \ASCII{} to be safe. These restrictions will be removed in the future.} \begin{seealso} % \seemodule{array}{Arrays of uniformly types numeric values.} \seepep{305}{CSV File API} {The Python Enhancement Proposal which proposed this addition to Python.} \end{seealso} \subsection{Module Contents} The \module{csv} module defines the following functions: \begin{funcdesc}{reader}{csvfile\optional{, dialect=\code{'excel'}\optional{, fmtparam}}} Return a reader object which will iterate over lines in the given {}\var{csvfile}. \var{csvfile} can be any object which supports the iterator protocol and returns a string each time its \method{next} method is called. An optional \var{dialect} parameter can be given which is used to define a set of parameters specific to a particular CSV dialect. It may be an instance of a subclass of the \class{Dialect} class or one of the strings returned by the \function{list_dialects} function. The other optional {}\var{fmtparam} keyword arguments can be given to override individual formatting parameters in the current dialect. For more information about the dialect and formatting parameters, see section~\ref{fmt-params}, ``Dialects and Formatting Parameters'' for details of these parameters. All data read are returned as strings. No automatic data type conversion is performed. \end{funcdesc} \begin{funcdesc}{writer}{csvfile\optional{, dialect=\code{'excel'}\optional{, fmtparam}}} Return a writer object responsible for converting the user's data into delimited strings on the given file-like object. An optional {}\var{dialect} parameter can be given which is used to define a set of parameters specific to a particular CSV dialect. It may be an instance of a subclass of the \class{Dialect} class or one of the strings returned by the \function{list_dialects} function. The other optional {}\var{fmtparam} keyword arguments can be given to override individual formatting parameters in the current dialect. For more information about the dialect and formatting parameters, see section~\ref{fmt-params}, ``Dialects and Formatting Parameters'' for details of these parameters. To make it as easy as possible to interface with modules which implement the DB API, the value \constant{None} is written as the empty string. While this isn't a reversible transformation, it makes it easier to dump SQL NULL data values to CSV files without preprocessing the data returned from a \code{cursor.fetch*()} call. All other non-string data are stringified with \function{str()} before being written. \end{funcdesc} \begin{funcdesc}{register_dialect}{name, dialect} Associate \var{dialect} with \var{name}. \var{dialect} must be a subclass of \class{csv.Dialect}. \var{name} must be a string or Unicode object. \end{funcdesc} \begin{funcdesc}{unregister_dialect}{name} Delete the dialect associated with \var{name} from the dialect registry. An \exception{Error} is raised if \var{name} is not a registered dialect name. \end{funcdesc} \begin{funcdesc}{get_dialect}{name} Return the dialect associated with \var{name}. An \exception{Error} is raised if \var{name} is not a registered dialect name. \end{funcdesc} \begin{funcdesc}{list_dialects}{} Return the names of all registered dialects. \end{funcdesc} The \module{csv} module defines the following classes: \begin{classdesc}{DictReader}{csvfile, fieldnames\optional{, restkey=\code{None}\optional{, restval=\code{None}\optional{, dialect=\code{'excel'}\optional{, fmtparam}}}}} Create an object which operates like a regular reader but maps the information read into a dict whose keys are given by the \var{fieldnames} parameter. If the row read has fewer fields than the fieldnames sequence, the value of \var{restval} will be used as the default value. If the row read has more fields than the fieldnames sequence, the remaining data is added as a sequence keyed by the value of \var{restkey}. If the row read has fewer fields than the fieldnames sequence, the remaining keys take the value of the optiona \var{restval} parameter. All other parameters are interpreted as for regular readers. \end{classdesc} \begin{classdesc}{DictWriter}{csvfile, fieldnames\optional{, restval=""\optional{, extrasaction=\code{'raise'}\optional{, dialect=\code{'excel'}\optional{, fmtparam}}}}} Create an object which operates like a regular writer but maps dictionaries onto output rows. The \var{fieldnames} parameter identifies the order in which values in the dictionary passed to the \method{writerow()} method are written to the \var{csvfile}. The optional \var{restval} parameter specifies the value to be written if the dictionary is missing a key in \var{fieldnames}. If the dictionary passed to the \method{writerow()} method contains a key not found in \var{fieldnames}, the optional \var{extrasaction} parameter indicates what action to take. If it is set to \code{'raise'} a \exception{ValueError} is raised. If it is set to \code{'ignore'}, extra values in the dictionary are ignored. All other parameters are interpreted as for regular writers. \end{classdesc} \begin{classdesc*}{Dialect}{} The \class{Dialect} class is a container class relied on primarily for its attributes, which are used to define the parameters for a specific \class{reader} or \class{writer} instance. Dialect objects support the following data attributes: \begin{memberdesc}[string]{delimiter} A one-character string used to separate fields. It defaults to \code{","}. \end{memberdesc} \begin{memberdesc}[boolean]{doublequote} Controls how instances of \var{quotechar} appearing inside a field should be themselves be quoted. When \constant{True}, the character is doubledd. When \constant{False}, the \var{escapechar} must be a one-character string which is used as a prefix to the \var{quotechar}. It defaults to \constant{True}. \end{memberdesc} \begin{memberdesc}{escapechar} A one-character string used to escape the \var{delimiter} if \var{quoting} is set to \constant{QUOTE_NONE}. It defaults to \constant{None}. \end{memberdesc} \begin{memberdesc}[string]{lineterminator} The string used to terminate lines in the CSV file. It defaults to \code{"\e r\e n"}. \end{memberdesc} \begin{memberdesc}[string]{quotechar} A one-character string used to quote elements containing the \var{delimiter} or which start with the \var{quotechar}. It defaults to \code{'"'}. \end{memberdesc} \begin{memberdesc}[integer]{quoting} Controls when quotes should be generated by the writer. It can take on any of the \code{QUOTE_*} constants defined below and defaults to \constant{QUOTE_MINIMAL}. \end{memberdesc} \begin{memberdesc}[boolean]{skipinitialspace} When \constant{True}, whitespace immediately following the \var{delimiter} is ignored. The default is \constant{False}. \end{memberdesc} \end{classdesc*} The \module{csv} module defines the following constants: \begin{datadesc}{QUOTE_ALWAYS} Instructs \class{writer} objects to quote all fields. \end{datadesc} \begin{datadesc}{QUOTE_MINIMAL} Instructs \class{writer} objects to only quote those fields which contain the current \var{delimiter} or begin with the current \var{quotechar}. \end{datadesc} \begin{datadesc}{QUOTE_NONNUMERIC} Instructs \class{writer} objects to quote all non-numeric fields. \end{datadesc} \begin{datadesc}{QUOTE_NONE} Instructs \class{writer} objects to never quote fields. When the current \var{delimiter} occurs in output data it is preceded by the current \var{escapechar} character. When \constant{QUOTE_NONE} is in effect, it is an error not to have a single-character \var{escapechar} defined, even if no data to be written contains the \var{delimiter} character. \end{datadesc} The \module{csv} module defines the following exception: \begin{excdesc}{Error} Raised by any of the functions when an error is detected. \end{excdesc} \subsection{Dialects and Formatting Parameters\label{fmt-params}} To make it easier to specify the format of input and output records, specific formatting parameters are grouped together into dialects. A dialect is a subclass of the \class{Dialect} class having a set of specific methods and a single \method{validate()} method. When creating \class{reader} or \class{writer} objects, the programmer can specify a string or a subclass of the \class{Dialect} class as the dialect parameter. In addition to, or instead of, the \var{dialect} parameter, the programmer can also specify individual formatting parameters, which have the same names as the attributes defined above for the \class{Dialect} class. \subsection{Reader Objects} \class{DictReader} and \var{reader} objects have the following public methods: \begin{methoddesc}{next}{} Return the next row of the reader's iterable object as a list, parsed according to the current dialect. \end{methoddesc} \subsection{Writer Objects} \class{DictWriter} and \var{writer} objects have the following public methods: \begin{methoddesc}{writerow}{row} Write the \var{row} parameter to the writer's file object, formatted according to the current dialect. \end{methoddesc} \begin{methoddesc}{writerows}{rows} Write all the \var{rows} parameters to the writer's file object, formatted according to the current dialect. \end{methoddesc} \subsection{Examples} The ``Hello, world'' of csv reading is \begin{verbatim} reader = csv.reader(file("some.csv")) for row in reader: print row \end{verbatim} The corresponding simplest possible writing example is \begin{verbatim} writer = csv.writer(file("some.csv", "w")) for row in someiterable: writer.writerow(row) \end{verbatim}