subcoding/grow/definition.go

package grow

import "io"

import "gopkg.in/yaml.v2"

import "github.com/firestuff/subcoding/gen"
import "github.com/firestuff/subcoding/vm"

type Definition struct {
	GlobalMemorySize   uint64    `yaml:"global_memory_size"`
	FunctionMemorySize uint64    `yaml:"function_memory_size"`
	InstructionLimit   uint64    `yaml:"instruction_limit"`
	Samples            []*Sample `yaml:"samples"`
}

func NewDefinition(r io.Reader) (*Definition, error) {
	dec := yaml.NewDecoder(r)
	dec.SetStrict(true)

	def := &Definition{}

	err := dec.Decode(def)
	if err != nil {
		return nil, err
	}

	return def, nil
}

func (def *Definition) Grow(statusChan chan<- Status) (*vm.Program, error) {
	status := Status{
		TargetScore: def.sumOuts(),
	}

	if statusChan != nil {
		statusChan <- status
	}

	for {
		status.Attempts++

		prog := gen.RandProgram(def.GlobalMemorySize, def.FunctionMemorySize, def.InstructionLimit)

		score, err := def.score(prog)
		if err != nil {
			if statusChan != nil {
				close(statusChan)
			}

			return nil, err
		}

		if score > status.BestScore {
			status.BestScore = score
			status.BestProgram = prog

			if statusChan != nil {
				statusChan <- status
			}

			if status.BestScore == status.TargetScore {
				if statusChan != nil {
					close(statusChan)
				}

				return prog, nil
			}
		}
	}
}

func (def *Definition) score(prog *vm.Program) (uint64, error) {
	score := uint64(0)

	for _, sample := range def.Samples {
		state, err := vm.NewState(prog)
		if err != nil {
			return 0, err
		}

		sample.SetInputs(state)

		state.Execute() // ignore error

		score += sample.matchingOuts(state)
	}

	return score, nil
}

func (def *Definition) sumOuts() uint64 {
	sum := uint64(0)

	for _, sample := range def.Samples {
		sum += uint64(len(sample.Out))
	}

	return sum
}