NAME
Excel::ValueReader::XLSX - extracting values from Excel workbooks in XLSX format, fast
SYNOPSIS
my $reader = Excel::ValueReader::XLSX->new(xlsx => $filename_or_handle);
# .. or with syntactic sugar :
my $reader = Excel::ValueReader::XLSX->new($filename_or_handle);
# .. or with LibXML backend :
my $reader = Excel::ValueReader::XLSX->new(xlsx => $filename_or_handle,
using => 'LibXML');
foreach my $sheet_name ($reader->sheet_names) {
my $grid = $reader->values($sheet_name);
my $n_rows = @$grid;
print "sheet $sheet_name has $n_rows rows; ",
"first cell contains : ", $grid->[0][0];
}
foreach my $table_name ($reader->table_names) {
my ($columns, $rows) = $reader->table($table_name);
my $n_data_rows = @$rows;
my $n_columns = @$columns;
print "table $table_name has $n_data_rows rows and $n_columns columns; ",
"column 'foo' in first row contains : ", $rows->[0]{foo};
}
my $first_grid = $reader->values(1); # if using numerical indices, start at 1
DESCRIPTION
Purpose
This module reads the contents of an Excel file in XLSX format. Unlike other modules like Spreadsheet::ParseXLSX or Spreadsheet::XLSX, there is no support for reading formulas, formats or other Excel internal information; all you get are plain values -- but you get them much faster ! Besides, this module also has support for parsing Excel tables.
Backends
Two different backends may be used for extracting values :
- Regex
-
this backend uses regular expressions to parse the XML content.
- LibXML
-
this backend uses XML::LibXML::Reader to parse the XML content. It is probably safer but about three times slower than the Regex backend (but still much faster than Spreadsheet::ParseXLSX).
The default is the Regex
backend.
Sheet numbering
Although worksheets are usually accessed by name, they may also be accessed by numerical indices, starting at value 1. Some other Perl parsing modules use a different convention, where the first sheet has index 0. Here index 1 was chosen to be consistent with the common API for "collections" in Microsoft Office object model.
METHODS
new
my $reader = Excel::ValueReader::XLSX->new(xlsx => $filename_or_handle,
using => $backend,
%date_formatting_options);
The xlsx
argument is mandatory and points to the .xlsx
file to be parsed, or is an open filehandle. The using
argument is optional; it specifies the backend to be used for parsing; default is 'Regex'.
As syntactic sugar, a shorter form is admitted :
my $reader = Excel::ValueReader::XLSX->new($filename_or_handle);
Optional parameters for formatting date and time values are described in the "DATE AND TIME FORMATS" section below.
sheet_names
my @sheets = $reader->sheet_names;
Returns the list of worksheet names, in the same order as in the Excel file.
active_sheet
my $active_sheet_number = $reader->active_sheet;
Returns the numerical index (starting at 1) of the sheet that was active when the file was last saved. May return undef
.
values
my $grid = $reader->values($sheet);
Returns a bidimensional array of scalars, corresponding to cell values in the specified worksheet. The $sheet
argument can be either a sheet name or a sheet position (starting at 1).
Unlike the original Excel cells, positions in the grid are zero-based, so for example the content of cell B3 is in $grid->[1][2]
. The grid is sparse : the size of each row depends on the position of the last non-empty cell in that row. Thanks to Perl's auto-vivification mechanism, any attempt to access a non-existent cell will automatically create the corresponding cell within the grid. The number of rows and columns in the grid can be computed like this :
my $nb_rows = @$grid;
my $nb_cols = max map {scalar @$_} @$grid; # must import List::Util::max
table_names
my @table_names = $reader->table_names;
Returns the list of names of tables registered in this workbook.
table
my $rows = $reader->table(name => $table_name); # or just : $reader->table($table_name)
# or
my ($columns, $rows) = $reader->table(name => $table_name);
# or
my ($columns, $rows) = $reader->table(sheet => $sheet [, ref => $range]
[, columns => \@columns]
[, no_headers => 1]
);
In its simplest form, this method returns the content of an Excel table referenced by its table name (in Excel, the table name appears and can be modified through the ribbon tab entry "Table tools / Design"). The table name is passed either through the named argument name
, or positionally as unique argument to the method.
Rows are returned as hashrefs, where keys of the hashes correspond to column names in the table. In scalar context, the method just returns an arrayref to the list of rows. In list context, the method returns a pair, where the first element is an arrayref of column names, and the second element is an arrayref to the list of rows.
Instead of specifying a table name, it is also possible to give a sheet name or sheet number. By default, this considers the whole sheet content as a single table, where column names are on the first row. However, additional arguments can be supplied to change the default behaviour :
- ref
-
a specific range of cells within the sheet that contain the table rows and columns. The range must be expressed using traditional Excel notation, like for example
"C9:E23"
(columns 3 to 5, rows 9 to 23). - columns
-
an arrayref containing the list of column names. If absent, column names will be taken from the first row in the table.
- no_headers
-
if true, the first row in the table will be treated as a regular data row, instead of being treated as a list of column names. In that case, since column names cannot be inferred from cell values in the first row, the
columns
argument to the method must be present.
AUXILIARY METHODS
A1_to_num
my $col_num = $reader->A1_to_num('A'); # 1
$col_num = $reader->A1_to_num('AZ'); # 52
$col_num = $reader->A1_to_num('AA'); # 26
$col_num = $reader->A1_to_num('ABC'); # 731
Converts a column expressed as a sequence of capital letters (in Excel's "A1" notation) into the corresponding numeric value.
formatted_date
my $date = $reader->formatted_date($numeric_date, $excel_date_format);
Given a numeric date, this method returns a string date formatted according to the date formatter routine explained in the next section. The $excel_date_format
argument should be the Excel format string for that specific cell; it is used only for for deciding if the numeric value should be presented as a date, as a time, or both. Optionally, a custom date formatter callback could be passed as third argument.
DATE AND TIME FORMATS
Date and time handling
In Excel, date and times values are stored as numeric values, where the integer part represents the date, and the fractional part represents the time. What distinguishes such numbers from ordinary numbers is the numeric format applied to the cells where they appear.
Numeric formats in Excel are complex to reproduce, in particular because they are locale-dependent; therefore the present module does not attempt to faithfully interpret Excel formats. It just infers from formats which cells should be presented as date and/or time values. All such values are then presented through the same date_formatter routine. The default formatter is based on "strftime" in POSIX; other behaviours may be specified through the date_formatter
parameter (explained below).
Parameters for the default strftime formatter
When using the default strftime formatter, the following parameters may be passed to the constructor :
- date_format
-
The "strftime" in POSIX format for representing dates. The default is
%d.%m.%Y
. - time_format
-
The "strftime" in POSIX format for representing times. The default is
%H:%M:%S
. - datetime_format
-
The "strftime" in POSIX format for representing date and time together. The default is the concatenation of
date_format
andtime_format
, with a space in between.
Writing a custom formatter
A custom algorithm for date formatting can be specified as a parameter to the constructor
my $reader = Excel::ValueReader::XLSX->new(xlsx => $filename,
date_formatter => sub {...});
If this parameter is undef
, date formatting is canceled and therefore date and time values will be presented as plain numbers.
If not undef
, the date formatting routine will we called as :
$date_formater->($excel_date_format, $year, $month, $day, $hour, $minute, $second, $millisecond);
where
$excel_date_format
is the Excel numbering format associated to that cell, like for examplemm-dd-yy
orh:mm:ss AM/PM
. See the Excel documentation for the syntax description. This is useful to decide if the value should be presented as a date, a time, or both. The present module uses a simple heuristic : if the format containsd
ory
, it should be presented as a date; if the format containsh
ors
, it should be presented as a time. The letterm
is not taken into consideration because it is ambiguous : depending on the position in the format string, it may represent either a "month" or a "minute".year
is the full year, such as 1993 or 2021. The date system of the Excel file (either 1900 or 1904, see https://support.microsoft.com/en-us/office/date-systems-in-excel-e7fe7167-48a9-4b96-bb53-5612a800b487) is properly taken into account. Excel has no support for dates prior to 1900 or 1904, so theyear
component will always be above this value.month
is the numeric value of the month, starting at 1day
is the numeric value of the day in month, starting at 1$hour
,$minute
,$second
,$millisecond
obviously contain the corresponding numeric values.
CAVEATS
This module was optimized for speed, not for completeness of OOXML-SpreadsheetML support; so there may be some edge cases where the output is incorrect with respect to the original Excel data.
Embedded newline characters in strings are stored in Excel as
\r\n
, following the old Windows convention. When retrieved through theRegex
backend, the result contains the original\r
and\n
characters; but when retrieved through the LibXML,\r
are silently removed by theXML::LibXML
package.
SEE ALSO
The official reference for OOXML-SpreadsheetML format is in https://www.ecma-international.org/publications/standards/Ecma-376.htm.
Introductory material on XLSX file structure can be found at http://officeopenxml.com/anatomyofOOXML-xlsx.php.
The CPAN module Data::XLSX::Parser is claimed to be in alpha stage; it seems to be working but the documentation is insufficient -- I had to inspect the test suite to understand how to use it.
Another unpublished but working module for parsing Excel files in Perl can be found at https://github.com/jmcnamara/excel-reader-xlsx. Some test cases were borrowed from that distribution.
Conversions from and to Excel internal date format can also be performed through the DateTime::Format::Excel module.
BENCHMARKS
Below are some benchmarks computed with the program benchmark.pl
in this distribution. The task was to parse an Excel file of five worksheets with about 62600 rows in total, and report the number of rows per sheet. Reported figures are in seconds.
Excel::ValueReader::XLSX::Regex 11 elapsed, 10 cpu, 0 system
Excel::ValueReader::XLSX::LibXML 35 elapsed, 34 cpu, 0 system
[unpublished] Excel::Reader::XLSX 39 elapsed, 37 cpu, 0 system
Spreadsheet::ParseXLSX 244 elapsed, 240 cpu, 1 system
Data::XLSX::Parser 37 elapsed, 35 cpu, 0 system
These figures show that the regex version is about 3 times faster than the LibXML version, and about 22 times faster than Spreadsheet::ParseXLSX. Tests with a bigger file of about 90000 rows showed similar ratios.
Modules Excel::Reader::XLSX
(unpublished) and Data::XLSX::Parser are based on XML::LibXML like Excel::ValueReader::XLSX::Backend::LibXML; execution times for those three modules are very close.
ACKNOWLEDGMENTS
David Flink signaled (and fixed) a bug about strings with embedded newline characters, and signaled that the 'r' attribute in cells is optional.
Ulibuck signaled bugs several minor bugs on the LibXML backend.
H.Merijn Brand suggested additions to the API and several improvements to the code source.
AUTHOR
Laurent Dami, <dami at cpan.org>
COPYRIGHT AND LICENSE
Copyright 2020-2023 by Laurent Dami.
This library is free software; you can redistribute it and/or modify it under the same terms as Perl itself.