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#!/usr/bin/env ruby
require "csv"
require "uri"
require "./config.rb"
require "bundler"
Bundler.require
feature_names = OpenTox::RestClientWrapper.get("http://localhost:8081/algorithm/descriptor/physchem/list_values").split("\n")
puts "derived #{feature_names.size} features from algorithm service"
DATA.each do |d|
$stderr.puts "\ndataset name #{d}"
next if d=="LOAEL-mg"
orig_features = nil
CSV.foreach("data/02/#{d}_orig-features.csv") do |row|
raise "first column is not InChI: #{row}" unless row[0]=="InChI"
orig_features = row[1..-1]
break
end
#puts orig_features.inspect
#puts "->"
matches = []
orig_features.each do |f|
m = []
feature_names.each do |n|
m << n if n=~/#{f}$/
end
raise "could not match #{f}: #{m.inspect}" unless m.size==1
matches += m
end
#matches.sort!
# puts matches.inspect
# puts ""
File.open("data/04/#{d}.feature_names","w").puts matches.join(",")
$stderr.puts "written #{matches.size} features to data/04/#{d}.feature_names"
end
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