How do I temporarily redirect stderr in Ruby on Rails?
Hi, gays. I would like to ask for advice.
I asked this question on StackOverflow , but I did not receive an answer.
Help please.
I can't get this code to work on rails! But in ruby it works.
You can try:
require 'csv'
require 'ruby-fann'
def silence_stdout(log = '/dev/null')
orig = $stdout.dup
$stdout.reopen(File.new(log, 'w'))
begin
yield
ensure
$stdout = orig
end
end
x_data = []
y_data = []
# Load data from CSV file into two arrays - one for independent variables X and one for the dependent variable Y
CSV.foreach("./data/admission.csv", :headers => false) do |row|
x_data.push( [row[0].to_f, row[1].to_f] )
#x_data.push( [row[0].to_f, row[1].to_f] )
y_data.push( [row[2].to_i] )
end
# Divide data into a training set and test set
test_size_percentange = 20.0 # 20.0%
test_set_size = x_data.size * (test_size_percentange/100.to_f)
test_x_data = x_data[0 .. (test_set_size-1)]
test_y_data = y_data[0 .. (test_set_size-1)]
training_x_data = x_data[test_set_size .. x_data.size]
training_y_data = y_data[test_set_size .. y_data.size]
# Setup training data model
train = RubyFann::TrainData.new( :inputs=> training_x_data, :desired_outputs=>training_y_data )
# Setup model and train using training data
model = RubyFann::Standard.new(
num_inputs: 2,
hidden_neurons: [6],
num_outputs: 1 )
silence_stdout('ttt.log') do
# 5000 max_epochs, 100 errors between reports and 0.01 desired mean-squared-error
model.train_on_data(train, 5000, 500, 0.01)
end
# Predict single class
prediction = model.run( [45, 55] )
# Round the output to get the prediction
puts "Algorithm predicted class: #{prediction.map{ |e| e.round }}"
predicted = []
test_x_data.each do |params|
predicted.push( model.run(params).map{ |e| e.round } )
end
correct = predicted.collect.with_index { |e,i| (e == test_y_data[i]) ? 1 : 0 }.inject{ |sum,e| sum+e }
puts "Accuracy: #{((correct.to_f / test_set_size) * 100).round(2)}% - test set of size #{test_size_percentange}%"
Tell me please how to get this output to a file? or to a string? -
Max epochs 5000. Desired error: 0.0099999998.
Epochs 1. Current error: 0.2511504292. Bit fail 80.
Epochs 500. Current error: 0.0143846525. Bit fail 3.
Epochs 1000. Current error: 0.0127008855. Bit fail 3.
Epochs 1500. Current error: 0.0125084650. Bit fail 3.
Epochs 2000. Current error: 0.0118288267. Bit fail 3.
Epochs 2500. Current error: 0.0111219604. Bit fail 2.
Epochs 3000. Current error: 0.0118827689. Bit fail 3.
Epochs 3500. Current error: 0.0118078245. Bit fail 2.
Epochs 4000. Current error: 0.0112144882. Bit fail 1.
Epochs 4500. Current error: 0.0117674908. Bit fail 2.
Epochs 5000. Current error: 0.0127671538. Bit fail 4.
I made a demo, but I can not show the console output at the finish.
Any ideas? Thank you.
P.S. admission.csv
What do you expect the output to be? A web page? If yes, you need to:
- Put all of this code into a controller, and instead of 'puts', assign the results to an array that contains all the data you want to output.
- Create a view that displays the content of your array.
Ivan Raszl, you did not understand. Read my question on SO:
https://stackoverflow.com/questions/56828359/how-do-i-temporarily-redirect-stderr-in-ruby-on-rails