Class: Raif::Evals::Run

Inherits:
Object
  • Object
show all
Defined in:
lib/raif/evals/run.rb

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(file_paths: nil, output: $stdout) ⇒ Run

Returns a new instance of Run.



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# File 'lib/raif/evals/run.rb', line 11

def initialize(file_paths: nil, output: $stdout)
  @output = output
  @results = {}

  @eval_sets = if file_paths&.any?
    load_eval_sets_from_files(file_paths)
  else
    discover_eval_sets
  end
end

Instance Attribute Details

#eval_sets ⇒ Object (readonly)

Returns the value of attribute eval_sets.



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# File 'lib/raif/evals/run.rb', line 9

def eval_sets
  @eval_sets
end

#output ⇒ Object (readonly)

Returns the value of attribute output.



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# File 'lib/raif/evals/run.rb', line 9

def output
  @output
end

#results ⇒ Object (readonly)

Returns the value of attribute results.



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# File 'lib/raif/evals/run.rb', line 9

def results
  @results
end

Instance Method Details

#execute ⇒ Object 



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# File 'lib/raif/evals/run.rb', line 22

def execute
  # Load setup file if it exists
  setup_file = Rails.root.join("raif_evals", "setup.rb")
  if File.exist?(setup_file)
    require setup_file
  else
    output.puts Raif::Utils::Colors.red("\n\nNo setup file found. To set up Raif evals, run:\n")
    output.puts Raif::Utils::Colors.red("bundle exec raif evals:setup\n")
    exit 1
  end

  output.puts "\nStarting Raif Eval Run"
  output.puts ""
  output.puts "Raif.config.default_llm_model_key: #{Raif.config.default_llm_model_key}"
  output.puts "Raif.config.evals_default_llm_judge_model_key: #{Raif.config.evals_default_llm_judge_model_key}"
  output.puts ""
  output.puts "=" * 50

  @eval_sets.each do |eval_set_entry|
    eval_set_class, file_path, line_number = if eval_set_entry.is_a?(Hash)
      [eval_set_entry[:class], eval_set_entry[:file_path], eval_set_entry[:line_number]]
    else
      [eval_set_entry, nil, nil]
    end

    if line_number
      # Running specific eval by line number
      output.puts "\nRunning #{eval_set_class.name} at line #{line_number}"
      output.puts "-" * 50

      eval_results = run_eval_at_line(eval_set_class, file_path, line_number)
    else
      # Running all evals in the set
      output.puts "\nRunning #{eval_set_class.name}"
      output.puts "-" * 50

      eval_results = eval_set_class.run(output: output)
    end

    @results[eval_set_class.name] = eval_results.map(&:to_h)
    passed_count = eval_results.count(&:passed?)
    total_count = eval_results.count

    output.puts "-" * 50
    output.puts "#{eval_set_class.name}: #{passed_count}/#{total_count} evals passed"
  end

  export_results
  print_summary
end