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 package CLI::Table::Key::Finder;  | 
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 use 5.006;  | 
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 use strict;  | 
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 use warnings;  | 
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 =head1 NAME  | 
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 CLI::Table::Key::Finder - These CLIs help you to find key column(s) of a table, as fast as possible, hopefully.  | 
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 =head1 VERSION  | 
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 our $VERSION = '0.31';  | 
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 =head1 SYNOPSIS  | 
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   Followings are CLI (command line interfaces) commands.   | 
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    alluniq -- To check evely lines has different values ; if not it ouputs how the multiple-ness occurs.  | 
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    colpairs -- (Not matured) Shows N x N matrics to see how many different values appear on every pair of N columns.  | 
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    colsummary -- Quickly (but not so computationally fast) shows the summary of every column of a table. Useful.  | 
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    csel -- the columns selector like AWK/cut in a simpler way.  | 
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    freq -- 1-way contingency table of values separated by line ends. A frequency table is ouput with many options.  | 
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    keyvalues -- How many different values each key column value has?  | 
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    piececount -- How many lines that have the specified pattern?   | 
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    wisejoin -- a wiser command than Unix-join. It is like SQL-join. You can combiner another table to refer to.  | 
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   If you are given a table, you may want to check :   | 
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     - whether the table has lines which shares completely same value,  | 
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     - whether it has a meaningful a key column to be refered to,  | 
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     - whether it has a meaningful key columns if not it does not have a key columns,  | 
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     - the minimum number of combination of column(s) to distinguish all the records of the table,   | 
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     - whether the column which seems to have all number values really has only numbers..  | 
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    The above commands would greatly help you on such questions.   | 
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   One scenario :   | 
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     1. Use `colsummary' to see all the statistics of each column by one-shot command.   | 
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     2. If you cannot find any key column, use `colpairs' to try to find the key-pairs which distinguished all the recoods.  | 
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     3. In case you cannot find such key-pairs, `csel -d X table | alluniq` changing X from 1 to N give you hints to   | 
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        identify the neccessary columns to dinstinguish all the records.   | 
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     4. You would use `piececount` to check the format of key column values.   | 
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     5. `freq' and `keyvalues' is helpful to check the "disinguishability"-ness of columns.   | 
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     6. Sometimes (actually potentially everytime), you like to "join" tables. `wisejoin' is helpful.  | 
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   Note:   | 
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     Some of 8 commands has long history to be used by the authors hands but the others are not. So it is   | 
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     vulnerable to change the function of such commands easily.   | 
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 =cut  | 
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 =head1 AUTHOR  | 
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 "Toshiyuki Shimono", C<<  >>  | 
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 =head1 SUPPORT  | 
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 You can find documentation for this module with the perldoc command.  | 
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     perldoc CLI::Table::Key::Finder  | 
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 =head1 ACKNOWLEDGEMENTS  | 
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 =head1 LICENSE AND COPYRIGHT  | 
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 Copyright 2018 "Toshiyuki Shimono".  | 
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 This program is free software: you can redistribute it and/or modify  | 
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 it under the terms of the GNU General Public License as published by  | 
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 the Free Software Foundation, either version 3 of the License, or  | 
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 (at your option) any later version.  | 
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 This program is distributed in the hope that it will be useful,  | 
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 but WITHOUT ANY WARRANTY; without even the implied warranty of  | 
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 MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the  | 
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 GNU General Public License for more details.  | 
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 You should have received a copy of the GNU General Public License  | 
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 along with this program.  If not, see L.  | 
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 =cut  | 
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 1; # End of CLI::Table::Key::Finder  |