Created
May 28, 2011 07:49
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A ruby script that removes duplicate rows in a csv file. Duplicates are found based on an identifier column and a criteria column, which are configurable.
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#!/usr/bin/ruby -w | |
require 'csv' | |
require 'active_support/core_ext' | |
class Parser | |
attr_accessor :input_folder | |
attr_accessor :output_folder | |
attr_accessor :filename | |
attr_accessor :seperator | |
attr_accessor :column_names | |
attr_accessor :entries | |
attr_accessor :output | |
attr_accessor :identifier | |
attr_accessor :criteria | |
attr_accessor :output_columns | |
def initialize(filename, identifier, criteria, options = {}) | |
options.reverse_merge!({ | |
:input_folder => "../csv/", | |
:output_folder => "../output/", | |
:output_columns => :all, | |
}) | |
@filename = filename | |
@input_folder = options[:input_folder] | |
@output_folder = options[:output_folder] | |
@identifier = identifier | |
@criteria = criteria | |
@seperator = ";" | |
@output_columns = options[:output_columns] | |
end | |
def input_path | |
input_folder + filename | |
end | |
def output_path | |
output_folder + filename | |
end | |
def read_csv | |
@entries = [] | |
@output = [] | |
CSV.open(input_path, 'r', @seperator) do |row| | |
@entries << row | |
end | |
@column_names = entries.delete_at(0) | |
end | |
def remove_duplicates | |
identifier_index = column_names.index(identifier) | |
criteria_index = column_names.index(criteria) | |
grouped = entries.group_by { |entry| entry[identifier_index] } | |
grouped.each do |key, rows| | |
values = rows.map { |row| row[criteria_index] }.uniq | |
rows.each do |row| | |
criteria = row[criteria_index] | |
if values.include?(criteria) | |
output << filter_row(row) | |
values.delete(criteria) | |
end | |
end | |
end | |
end | |
def filter_row(row) | |
return row if output_columns == :all | |
output_columns.inject([]) do |filtered_row, column| | |
index = column_names.index(column) | |
filtered_row << row[index] | |
end | |
end | |
def write_csv | |
CSV.open(output_path, "w", seperator) do |csv| | |
csv << filter_row(column_names) | |
output.each { |row| csv << row } | |
end | |
end | |
def statistic | |
size = output.size | |
total = entries.size | |
criteria_index = column_names.index(criteria) | |
criteria_values = entries.map { |row| row[criteria_index] }.uniq | |
empty = 0 | |
empty += output.select { |row| row[criteria_index].blank? }.size | |
identifier_per_criteria = criteria_values.inject("") do |string, field| | |
hits = output.select { |row| row[criteria_index] == field }.size | |
string += "#{field} (#{hits}); " | |
end | |
puts | |
puts " #total: #{total}" | |
puts " #rows: #{size}" | |
puts " empty: #{empty}" | |
puts " #{column_names[criteria_index]}: #{identifier_per_criteria}\n\n\n" | |
end | |
def run | |
puts "=> #{filename}" | |
read_csv | |
remove_duplicates | |
write_csv | |
statistic | |
end | |
end | |
filenames = ["file1.csv", "file2.csv", "file3.csv"] | |
identifier = "ID" | |
criteria = "City" | |
options = { | |
:output_columns => :all, | |
} | |
filenames.each do |filename| | |
Parser.new(filename, identifier, criteria, options).run | |
end |
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