Class: Desiru::Jobs::OptimizerJob

Inherits:
Base
  • Object
show all
Defined in:
lib/desiru/jobs/optimizer_job.rb

Instance Method Summary collapse

Methods included from ErrorHandling

#safe_execute, #with_error_context, #with_retry

Instance Method Details

#perform(job_id, optimizer_class_name, program_class_name, trainset, optimizer_options = {}) ⇒ Object 



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# File 'lib/desiru/jobs/optimizer_job.rb', line 10

def perform(job_id, optimizer_class_name, program_class_name, trainset, optimizer_options = {})
  optimizer_class = Object.const_get(optimizer_class_name)
  program_class = Object.const_get(program_class_name)
  optimizer = optimizer_class.new(**optimizer_options)
  program = program_class.new

  # Store initial status
  update_status(job_id, 'running', progress: 0, message: 'Starting optimization')

  # Compile the program with progress tracking
  optimized_program = optimizer.compile(program, trainset: trainset) do |progress|
    update_status(job_id, 'running', progress: progress, message: "Optimizing... #{progress}% complete")
  end

  # Store the optimized program configuration
  store_result(job_id, {
                 success: true,
                 optimized_config: optimized_program.to_config,
                 metrics: optimizer.final_metrics,
                 completed_at: Time.now.iso8601
               }, ttl: 86_400) # 24 hours TTL

  update_status(job_id, 'completed', progress: 100, message: 'Optimization completed successfully')
rescue StandardError => e
  store_result(job_id, {
                 success: false,
                 error: e.message,
                 error_class: e.class.name,
                 completed_at: Time.now.iso8601
               })
  update_status(job_id, 'failed', message: "Optimization failed: #{e.message}")
  raise
end