Created
September 26, 2012 00:14
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hopefully this can work
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websites = {} | |
@@words_of_interest = Marshal::load(File.read('models/tags.array')) | |
Website.order("id desc").limit(7495).each do |w| | |
websites[w.id] = w.url | |
end | |
rows = CSV.read("/tmp/answers_from_cat_modified_utf8.csv", :headers=>true) | |
output = CSV.open('output.csv', 'wb') | |
header_written = false | |
rows.each do |row| | |
unless header_written | |
output << row.headers.to_a + ['tags'] | |
header_written = true | |
end | |
url = row['cf_url_verified'] || row['url'] | |
next if url == "(null)" | |
website_ids = websites.select{|k,v| v.include?(url)}.keys.take(25) | |
text = "" | |
p website_ids | |
# temporary hack to skip MASSIVE site | |
next if website_ids.include?(28781) | |
website_ids.each do |id| | |
puts "processing #{id}" | |
data = Website.find(id).data || '' | |
text += data + ' ' | |
end | |
p text.size | |
p "Tagging..." | |
results = Hash[TextProcessing.nuanced_match(@@words_of_interest, text).select {|k,v| v > 0 }].to_json | |
p "Tagging finished" | |
output << row.to_hash.values + [results] | |
output.flush | |
end |
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