Created
November 19, 2012 21:13
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Fixing broken CSV data
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#!/usr/bin/env ruby | |
require 'pp' | |
require 'csv' | |
require 'logger' | |
def join_and_quote ( a ) | |
a.to_csv(:row_sep => "\r\n", :quote_char => '"') | |
end | |
def parse_csv ( line ) | |
replstring = '!!!$$$!!!' | |
begin | |
replaced = line.gsub("\r\n", replstring).gsub("\n",replstring) | |
a = CSV::parse_line(replaced, :row_sep => "\r\n", :col_sep => ',', :quote_char => '"' ) || [] | |
a.map { |x| x.is_a?(String) ? x.gsub(replstring,"\n") : x } | |
rescue | |
[] | |
end | |
end | |
def fix_encoding ( line ) | |
encoded = line.encode('UTF-16', 'UTF-8', :invalid => :replace, :replace => '') | |
encoded.encode('UTF-8', 'UTF-16') | |
end | |
num_fields = nil | |
this_record = [] | |
record_str = nil | |
badfn = "bad.csv" | |
badfile = File.open(badfn, "w") | |
lines = 100000 | |
file_num = 0 | |
base_fn = "transactions.csv" | |
f = nil | |
logger = Logger.new $stdout | |
logger.level = Logger::DEBUG | |
ARGF.each_with_index("\r\n") do |line,i| | |
encoded = fix_encoding(line).rstrip | |
if ( i % lines ) == 0 | |
file_num += 1 | |
f.close if f | |
fn = sprintf("%s.%0.6d", base_fn, file_num) | |
logger.debug("Loaded #{i} lines. Rotating to #{fn}") | |
f = File.open(fn, "w") | |
end | |
begin | |
if i == 0 | |
num_fields = parse_csv(encoded).size | |
next | |
end | |
if record_str | |
record_str = record_str + "\n" + encoded | |
else | |
record_str = encoded | |
end | |
this_record = parse_csv(record_str) | |
if this_record.size > num_fields | |
logger.warn("Found invalid record on line #{i} of source file. Logging to #{badfn}") | |
badfile.print this_record.size | |
badfile.print "\t" | |
badfile.print encoded | |
badfile.print "\r\n" | |
end | |
next unless this_record.size >= num_fields | |
f.print join_and_quote(this_record) | |
rescue Exception => e | |
$stderr.puts e | |
$stderr.puts encoded | |
ensure | |
this_record = [] | |
record_str = nil | |
end | |
end | |
badfile.close |
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