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require 'json'
require_relative './nanoparticles.rb'
configure :development do
$logger = Logger.new(STDOUT)
end
get '/?' do
redirect to('/predict')
end
get '/predict/?' do
@data = JSON.parse(File.read("./data.json"))
@example = @data[@data.keys.sample]["physchem"]
#@json_example = JSON.pretty_generate(@example)
haml :predict
end
post '/predict/?' do
size = params[:size].to_i
@input = []
(1..size).each{|i| @input << [params["input_key_#{i}"], params["input_value_#{i}"].to_f]}
@params = Hash[*@input.flatten]
@prediction = predict @params
haml :prediction
end
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