TableFu is a ruby gem for spreadsheet-style handling of arrays (e.g. filtering, formatting, and sorting by "column" or "row"). In addition, it has the ability to facet — or group — rows according to cell value. It was developed as a backend for its companion project TableSetter.
For example, TableFu can consume a csv file and sort on a column:
csv =<<-CSV Author,Best Book,Number of Pages,Style Samuel Beckett,Malone Muert,120,Modernism James Joyce,Ulysses,644,Modernism Nicholson Baker,Mezannine,150,Minimalism Vladimir Sorokin,The Queue,263,Satire CSV spreadsheet = TableFu.new(csv) do |s| s.sorted_by = {'Best Book' => {'order' => 'ascending'}} endReturns:
[["Samuel Beckett", "Malone Muert", "120", "Modernism"], ["Nicholson Baker", "Mezannine", "150", "Minimalism"], ["Vladimir Sorokin", "The Queue", "263", "Satire"], ["James Joyce", "Ulysses", "644", "Modernism"]]
TableFu is available as a rubygem:
gem install table_fuor from the actual source:
git clone git://github.com/propublica/table-fu.git cd table-fu rake install
The TableFu constructor takes two arguments; a 2 dimensional array or csv (file object or string) and a hash of column options or a block. TableFu will assume that the first row of the array contains the column headers. The simple options are:
sorted_by: the column to sort by, it defaults to no sorting at all.
csv =<<-CSV Author,Best Book,Number of Pages,Style Samuel Beckett,Malone Muert,120,Modernism James Joyce,Ulysses,644,Modernism Nicholson Baker,Mezannine,150,Minimalism Vladimir Sorokin,The Queue,263,Satire CSV spreadsheet = TableFu.new(csv) do |s| s.sorted_by = {'Best Book' => {'order' => 'ascending'}} endReturns:
[["Samuel Beckett", "Malone Muert", "120", "Modernism"], ["Nicholson Baker", "Mezannine", "150", "Minimalism"], ["Vladimir Sorokin", "The Queue", "263", "Satire"], ["James Joyce", "Ulysses", "644", "Modernism"]]
columns: the columns to include in the table, useful when reordering and filtering extraneous columns. If no arguments are provided, TableFu will include all columns by default.
spreadsheet = TableFu.new(csv) do |s| s.columns = ["Best Book", "Author"] end spreadsheet.columns.map do |column| spreadsheet.rows[0].column_for(column).to_s endReturns:
["Malone Muert", "Samuel Beckett"]
Note that the columns are still accessible directly even if they're not in the columns array.
spreadsheet = TableFu.new(csv) do |s| s.columns = ["Best Book", "Author"] end spreadsheet.rows[0]['Style'].to_sReturns:
"Modernism"
TableFu allows you to format columns of cells through the use of macros. See TableFu::Formatting for the predefined macros available.
The formatting attribute should be a hash of the form:
{"Column Name" => 'Formatting Method Name'} # or {"Meta Column Name" => {"method" => "Method Name", "arguments" => ['Column 1', 'Column 2' ... 'Column N']}}which will call the macro on the column name with the arguments if specified.
For example, you can use the last_name formatter to extract the last name of a cell containing a person's name:
spreadsheet = TableFu.new(csv) do |s| s.formatting = {"Author" => 'last_name'} end spreadsheet.rows[0].column_for('Author').to_sReturns:
"Beckett"
Of course, you can provide your own macros by patching TableFu::Formatting. TableSetter includes rails view helpers directly in TableFu::Formatting.
class TableFu::Formatting extend ActionView::Helpers::NumberHelper end
Faceting provides a way to group rows together using a cell value they share in common. Calling TableFu#faceted_by returns an array of table fu instances each with a faceted_on attribute and with only the rows where that value appears.
In this example there are 2 rows where "Modernism" appears in the style column, so calling faceted_on with the argument "Style" returns a TableFu instance with those rows grouped together:
spreadsheet = TableFu.new(csv) spreadsheet.faceted_by "Style"Returns:
table.faceted_on => Minimalism, table.rows => [["Nicholson Baker", "Mezannine", "150", "Minimalism"]] table.faceted_on => Modernism, table.rows => [["Samuel Beckett", "Malone Muert", "120", "Modernism"], ["James Joyce", "Ulysses", "644", "Modernism"]] table.faceted_on => Satire, table.rows => [["Vladimir Sorokin", "The Queue", "263", "Satire"]]
In addition to hiding columns and faceting TableFu can delete rows from the csv. Let's get rid of James Joyce (no one ever finished Ulysses anyway):
spreadsheet = TableFu.new(csv) do |s| s.delete_rows! [1] endReturns:
[["Samuel Beckett", "Malone Muert", "120", "Modernism"], ["Nicholson Baker", "Mezannine", "150", "Minimalism"], ["Vladimir Sorokin", "The Queue", "263", "Satire"]]The deleted rows are still available in @deleted_rows for later access:
spreadsheet = TableFu.new(csv) do |s| s.delete_rows! [1] endReturns:
table.deleted_rows => [["James Joyce", "Ulysses", "644", "Modernism"]]
If you want only a chunk of the data, say to paginate your table, you can call only! with the range of values you want to keep:
spreadsheet = TableFu.new(csv) do |s| s.sorted_by = {'Style' => {"order" => 'ascending'}} end spreadsheet.only!(2..4) spreadsheet.rowsReturns:
[["Nicholson Baker", "Mezannine", "150", "Minimalism"], ["Vladimir Sorokin", "The Queue", "263", "Satire"]]
TableFu can also sum a column of values:
spreadsheet = TableFu.new(csv) spreadsheet.total_for('Number of Pages').to_sReturns:
1177
Jeff Larson (Maintainer), Brian Boyer, Scott Klein, Mark Percival, Charles Brian Quinn, and James McKinney.
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