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Top Forums Shell Programming and Scripting Comparing two large unsorted csv files Post 302822405 by vasavi on Monday 17th of June 2013 02:00:12 PM
Old 06-17-2013
Comparing two large unsorted csv files

Hi All,

My requirement is to write a shell script to compare two large csv files.
I've created sample files for explaining my problem
i.e., a.csv and b.csv

contents of files:
-----------------
a.csv
------
Code:
Type,Memory (Kb),Location HD,Size (Mb),Serial #
XT,640,D402,0,MG0010
386,2048,D403,100,MG0011
486,4096,D404,270,MG0012
386,8192,A423,400,CC0177
486,8192,A424,670,CC0182
286,4096,A423,C100,C0183
286,4096,A425,80,CC0184
Mac,4096,B407,80,EE1027

b.csv
------
Code:
Type,Memory (Kb),Serial #,Location HD
XT,640,MG0010,D402
386,2048,MG0011,D403
486,4096,CC0177,D404
386,8192,MG0012,A423
486,8192,C0183,A424
286,4096,CC0182,A423
286,4096,CC0184,A425
Mac,4096,EE1027,B407

cases to consider:
1. In a.csv and b.csv the column order may differ as shown above and in any of the files few extra columns might be there which are not present in other file.
2.The comparision should be like, for each column data in a.csv we should compare the matching column data in b.csv (ex., data for column "Type" from a.csv with data for column "Type" from b.csv) and write the DATA DIFFERENCE with FILE NAME, COLUMN NAME, COLUMN NUMBER and ROW NUMBER to a log file.

Here in a.csv one column is extra -> Size (Mb), we need to capture the extra columns as well in the same log.

Finally, the log file should contain something like the following data:

Code:
Filename: a.csv, Filename:b.csv    
 
serial #        serial #    
 
3 MG0012        CC0177
4 CC0177        MG0012
5 CC0182        A424
6 C0183        A423
7 CC0184        A425
8 EE1027        B407

Extra columns in a.csv Extra columns in b.csv

Size (Mb) column at field 4

Any help would be greatly appreciated.....

Last edited by vasavi; 06-18-2013 at 04:32 AM.. Reason: code tags
 

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csv(n)								  CSV processing							    csv(n)

__________________________________________________________________________________________________________________________________________________

NAME
csv - Procedures to handle CSV data. SYNOPSIS
package require Tcl 8.3 package require csv ?0.7.1? ::csv::iscomplete data ::csv::join values {sepChar ,} {delChar "} ::csv::joinlist values {sepChar ,} {delChar "} ::csv::joinmatrix matrix {sepChar ,} {delChar "} ::csv::read2matrix ?-alternate? chan m {sepChar ,} {expand none} ::csv::read2queue ?-alternate? chan q {sepChar ,} ::csv::report cmd matrix ?chan? ::csv::split ?-alternate? line {sepChar ,} {delChar "} ::csv::split2matrix ?-alternate? m line {sepChar ,} {expand none} ::csv::split2queue ?-alternate? q line {sepChar ,} ::csv::writematrix m chan {sepChar ,} {delChar "} ::csv::writequeue q chan {sepChar ,} {delChar "} _________________________________________________________________ DESCRIPTION
The csv package provides commands to manipulate information in CSV FORMAT (CSV = Comma Separated Values). COMMANDS
The following commands are available: ::csv::iscomplete data A predicate checking if the argument data is a complete csv record. The result is a boolean flag indicating the completeness of the data. The result is true if the data is complete. ::csv::join values {sepChar ,} {delChar "} Takes a list of values and returns a string in CSV format containing these values. The separator character can be defined by the caller, but this is optional. The default is ",". The quoting character can be defined by the caller, but this is optional. The default is '"'. ::csv::joinlist values {sepChar ,} {delChar "} Takes a list of lists of values and returns a string in CSV format containing these values. The separator character can be defined by the caller, but this is optional. The default is ",". The quoting character can be defined by the caller, but this is optional. The default is '"'. Each element of the outer list is considered a record, these are separated by newlines in the result. The ele- ments of each record are formatted as usual (via ::csv::join). ::csv::joinmatrix matrix {sepChar ,} {delChar "} Takes a matrix object following the API specified for the struct::matrix package and returns a string in CSV format containing these values. The separator character can be defined by the caller, but this is optional. The default is ",". The quoting character can be defined by the caller, but this is optional. The default is '"'. Each row of the matrix is considered a record, these are separated by newlines in the result. The elements of each record are formatted as usual (via ::csv::join). ::csv::read2matrix ?-alternate? chan m {sepChar ,} {expand none} A wrapper around ::csv::split2matrix (see below) reading CSV-formatted lines from the specified channel (until EOF) and adding them to the given matrix. For an explanation of the expand argument see ::csv::split2matrix. ::csv::read2queue ?-alternate? chan q {sepChar ,} A wrapper around ::csv::split2queue (see below) reading CSV-formatted lines from the specified channel (until EOF) and adding them to the given queue. ::csv::report cmd matrix ?chan? A report command which can be used by the matrix methods format 2string and format 2chan. For the latter this command delegates the work to ::csv::writematrix. cmd is expected to be either printmatrix or printmatrix2channel. The channel argument, chan, has to be present for the latter and must not be present for the first. ::csv::split ?-alternate? line {sepChar ,} {delChar "} converts a line in CSV format into a list of the values contained in the line. The character used to separate the values from each other can be defined by the caller, via sepChar, but this is optional. The default is ",". The quoting character can be defined by the caller, but this is optional. The default is '"'. If the option -alternate is spcified a slightly different syntax is used to parse the input. This syntax is explained below, in the section FORMAT. ::csv::split2matrix ?-alternate? m line {sepChar ,} {expand none} The same as ::csv::split, but appends the resulting list as a new row to the matrix m, using the method add row. The expansion mode specified via expand determines how the command handles a matrix with less columns than contained in line. The allowed modes are: none This is the default mode. In this mode it is the responsibility of the caller to ensure that the matrix has enough columns to contain the full line. If there are not enough columns the list of values is silently truncated at the end to fit. empty In this mode the command expands an empty matrix to hold all columns of the specified line, but goes no further. The overall effect is that the first of a series of lines determines the number of columns in the matrix and all following lines are truncated to that size, as if mode none was set. auto In this mode the command expands the matrix as needed to hold all columns contained in line. The overall effect is that after adding a series of lines the matrix will have enough columns to hold all columns of the longest line encountered so far. ::csv::split2queue ?-alternate? q line {sepChar ,} The same as ::csv::split, but appending the resulting list as a single item to the queue q, using the method put. ::csv::writematrix m chan {sepChar ,} {delChar "} A wrapper around ::csv::join taking all rows in the matrix m and writing them CSV formatted into the channel chan. ::csv::writequeue q chan {sepChar ,} {delChar "} A wrapper around ::csv::join taking all items in the queue q (assumes that they are lists) and writing them CSV formatted into the channel chan. FORMAT
The format of regular CSV files is specified as [1] Each record of a csv file (comma-separated values, as exported e.g. by Excel) is a set of ASCII values separated by ",". For other languages it may be ";" however, although this is not important for this case as the functions provided here allow any separator character. [2] If and only if a value contains itself the separator ",", then it (the value) has to be put between "". If the value does not con- tain the separator character then quoting is optional. [3] If a value contains the character ", that character is represented by "". [4] The output string "" represents the value ". In other words, it is assumed that it was created through rule 3, and only this rule, i.e. that the value was not quoted. An alternate format definition mainly used by MS products specifies that the output string "" is an representatation of the empty string. In other words, it is assumed that the output was generated out of the empty string by quoting it (i.e. rule 2), and not through rule 3. This is the only difference between the regular and the alternate format. The alternate format is activated through specification of the option -alternate to the various split commands. EXAMPLE
Using the regular format the record 123,"123,521.2","Mary says ""Hello, I am Mary""","" is parsed into the items a) 123 b) 123,521.2 c) Mary says "Hello, I am Mary" d) (the empty string) Using the alternate format the result is a) 123 b) 123,521.2 c) Mary says "Hello, I am Mary" d) " instead. As can be seen only item (d) is different, now a " instead of the empty string. BUGS, IDEAS, FEEDBACK This document, and the package it describes, will undoubtedly contain bugs and other problems. Please report such in the category csv of the Tcllib SF Trackers [http://sourceforge.net/tracker/?group_id=12883]. Please also report any ideas for enhancements you may have for either package and/or documentation. SEE ALSO
matrix, queue KEYWORDS
csv, matrix, package, queue, tcllib COPYRIGHT
Copyright (c) 2002-2008 Andreas Kupries <andreas_kupries@users.sourceforge.net> csv 0.7.1 csv(n)
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