use loda_rust_core::execute::RegisterType; use loda_rust_core::parser::{Instruction, InstructionId, InstructionParameter, ParameterType}; use loda_rust_core::parser::ParsedProgram; use super::GenomeMutateContext; use rand::Rng; use rand::seq::SliceRandom; use std::fmt; // Ideas for more categories: // Pick a recently created program. // Pick a recently modified program. // Pick a program that has not been modified for a long time. // Increment the program_id, to get to the next available program_id. // Pick a program with a similar name. // Pick a program that executes fast. #[derive(Debug, Clone, PartialEq, Eq, Hash, Copy)] pub enum MutateEvalSequenceCategory { WeightedByPopularity, MostPopular, MediumPopular, LeastPopular, Recent, ProgramThatUsesIndirectMemoryAccess, } #[derive(Clone, Debug)] pub struct GenomeItem { /// The `Genome` avoids modifying `GenomeItem`s that have `mutation_locked=true`. /// this is when a program follows a rigid pattern, /// where narrow areas in the program are to be mutated. mutation_locked: bool, enabled: bool, instruction_id: InstructionId, target_type: RegisterType, target_value: i32, source_type: ParameterType, source_value: i32, } impl GenomeItem { pub fn new(instruction_id: InstructionId, target_type: RegisterType, target_value: i32, source_type: ParameterType, source_value: i32) -> Self { Self { mutation_locked: false, enabled: true, instruction_id: instruction_id, target_type: target_type, target_value: target_value, source_type: source_type, source_value: source_value, } } pub fn contains_indirect_memory_access(&self) -> bool { if !self.enabled { return false; } if self.target_type == RegisterType::Indirect { return true; } if self.source_type == ParameterType::Indirect { return true; } false } pub fn is_mutation_locked(&self) -> bool { self.mutation_locked } #[allow(dead_code)] pub fn set_mutation_locked(&mut self, mutation_locked: bool) { self.mutation_locked = mutation_locked; } pub fn is_enabled(&self) -> bool { self.enabled } #[allow(dead_code)] pub fn set_enabled(&mut self, enabled: bool) { self.enabled = enabled; } pub fn instruction_id(&self) -> InstructionId { self.instruction_id } pub fn target_type(&self) -> RegisterType { self.target_type } pub fn set_target_type(&mut self, target_type: RegisterType) { self.target_type = target_type; } #[allow(dead_code)] pub fn target_value(&self) -> i32 { self.target_value } pub fn set_target_value(&mut self, value: i32) -> bool { if self.target_value() == value { return false; } if value < 0 { return false; } self.target_value = value; return true; } pub fn source_type(&self) -> ParameterType { self.source_type } pub fn set_source_type(&mut self, source_type: ParameterType) { self.source_type = source_type; } pub fn source_value(&self) -> i32 { self.source_value } pub fn set_source_value(&mut self, value: i32) { self.source_value = value; } #[allow(dead_code)] pub fn mutate_trigger_division_by_zero(&mut self) { self.instruction_id = InstructionId::Divide; self.source_type = ParameterType::Constant; self.source_value = 0; } pub fn set_instruction(&mut self, new_instruction_id: InstructionId) -> bool { // Is the new instruction identical to the original instruction. if self.instruction_id == new_instruction_id { return false; } // Abort if the current instruction is special match self.instruction_id { InstructionId::EvalSequence | InstructionId::LoopBegin | InstructionId::LoopEnd | InstructionId::UnofficialFunction { .. } | InstructionId::UnofficialLoopBeginSubtract => { return false; }, _ => {} } // Abort if the new instruction is special match new_instruction_id { InstructionId::EvalSequence | InstructionId::LoopBegin | InstructionId::LoopEnd | InstructionId::UnofficialFunction { .. } | InstructionId::UnofficialLoopBeginSubtract => { return false; }, _ => {} } self.instruction_id = new_instruction_id; true } pub fn mutate_swap_source_target_value(&mut self) -> bool { if self.target_value == self.source_value { // No mutation happened return false; } let tmp = self.source_value; self.source_value = self.target_value; self.target_value = tmp; true } /// Mutate the `seq` instruction, so it invokes the next program in the list. /// /// If it reaches the end, then it picks the first program from the list. #[allow(dead_code)] pub fn mutate_pick_next_program(&mut self, rng: &mut R, context: &GenomeMutateContext) -> bool { let is_seq = self.instruction_id == InstructionId::EvalSequence; if !is_seq { // Only a `seq` instruction can be modified. return false; } let available_program_ids: &Vec = context.available_program_ids(); if available_program_ids.is_empty() { // There are no program_ids to pick from. return false; } let current_program_id: u32 = self.source_value().abs() as u32; let mut iter = available_program_ids.iter(); let index: Option = iter.position(|&program_id| program_id == current_program_id); // If the program wasn't found among the available programs, // then pick a random program. if index.is_none() { let new_program_id: &u32 = available_program_ids.choose(rng).unwrap(); self.source_value = *new_program_id as i32; return true; } // If the program was found among the available programs, // then pick the next available program. if let Some(new_program_id) = iter.next() { self.source_value = *new_program_id as i32; return true; } // Wraparound when reaching the end of the available programs. match available_program_ids.first() { Some(new_program_id) => { self.source_value = *new_program_id as i32; return true; }, None => { // If everything fails, fallback to fibonacci, A000045 self.source_value = 45; return false; } } } /// Mutate the `seq` instruction, so it invokes a random program. pub fn mutate_instruction_seq(&mut self, rng: &mut R, context: &GenomeMutateContext, category: MutateEvalSequenceCategory) -> bool { let is_seq = self.instruction_id == InstructionId::EvalSequence; if !is_seq { // Only a `seq` instruction can be modified. return false; } let chosen_program_id: Option = match category { MutateEvalSequenceCategory::WeightedByPopularity => context.choose_weighted_by_popularity(rng), MutateEvalSequenceCategory::MostPopular => context.choose_most_popular(rng), MutateEvalSequenceCategory::MediumPopular => context.choose_medium_popular(rng), MutateEvalSequenceCategory::LeastPopular => context.choose_least_popular(rng), MutateEvalSequenceCategory::Recent => context.choose_recent_program(rng), MutateEvalSequenceCategory::ProgramThatUsesIndirectMemoryAccess => context.choose_indirect_memory_access_program_id(rng), }; let new_program_id: u32 = match chosen_program_id { Some(value) => value, None => { // The PopularProgramContainer is empty in some way. return false; } }; let available_program_ids: &Vec = context.available_program_ids(); if !available_program_ids.contains(&new_program_id) { // Picked a program that isn't among the available programs. // This happens when the csv files are outdated with the latest LODA repository. return false; } let current_source_value: i32 = self.source_value(); if current_source_value >= 0 { let is_same = (current_source_value as u32) == new_program_id; if is_same { // Failed to pick a different program return false; } } // Successfully picked a new program self.source_value = new_program_id as i32; true } pub fn to_line_string(&self) -> String { if !self.enabled { return ";".to_string(); } if self.instruction_id == InstructionId::LoopEnd { return self.instruction_id.to_string(); } let parameter_vec: Vec = self.to_parameter_vec(); let strings: Vec = parameter_vec.iter().map(|item| { item.to_string() }).collect(); let parameter_strings: String = strings.join(","); format!("{} {}", self.instruction_id, parameter_strings) } pub fn to_parameter_vec(&self) -> Vec { match &self.instruction_id { InstructionId::LoopBegin => { let parameter0: InstructionParameter; match self.target_type { RegisterType::Direct => { parameter0 = InstructionParameter { parameter_type: ParameterType::Direct, parameter_value: (self.target_value.abs()) as i64, }; }, RegisterType::Indirect => { parameter0 = InstructionParameter { parameter_type: ParameterType::Indirect, parameter_value: (self.target_value.abs()) as i64, }; }, } if self.source_type == ParameterType::Constant && self.source_value == 1 { return vec![parameter0]; } let parameter1 = InstructionParameter { parameter_type: self.source_type.clone(), parameter_value: (self.source_value.abs()) as i64, }; return vec![parameter0, parameter1]; }, InstructionId::UnofficialLoopBeginSubtract => { let parameter0: InstructionParameter; match self.target_type { RegisterType::Direct => { parameter0 = InstructionParameter { parameter_type: ParameterType::Direct, parameter_value: (self.target_value.abs()) as i64, }; }, RegisterType::Indirect => { parameter0 = InstructionParameter { parameter_type: ParameterType::Indirect, parameter_value: (self.target_value.abs()) as i64, }; }, } return vec![parameter0]; }, InstructionId::LoopEnd => { return vec!(); }, InstructionId::EvalSequence => { let parameter0: InstructionParameter; match self.target_type { RegisterType::Direct => { parameter0 = InstructionParameter { parameter_type: ParameterType::Direct, parameter_value: (self.target_value.abs()) as i64, }; }, RegisterType::Indirect => { parameter0 = InstructionParameter { parameter_type: ParameterType::Indirect, parameter_value: (self.target_value.abs()) as i64, }; }, } let parameter1 = InstructionParameter { parameter_type: ParameterType::Constant, parameter_value: (self.source_value.abs()) as i64, }; return vec![parameter0, parameter1]; }, _ => { let parameter0: InstructionParameter; match self.target_type { RegisterType::Direct => { parameter0 = InstructionParameter { parameter_type: ParameterType::Direct, parameter_value: (self.target_value.abs()) as i64, }; }, RegisterType::Indirect => { parameter0 = InstructionParameter { parameter_type: ParameterType::Indirect, parameter_value: (self.target_value.abs()) as i64, }; }, } let parameter1: InstructionParameter; match self.source_type { ParameterType::Constant => { parameter1 = InstructionParameter { parameter_type: ParameterType::Constant, parameter_value: self.source_value as i64, }; }, ParameterType::Direct => { parameter1 = InstructionParameter { parameter_type: ParameterType::Direct, parameter_value: (self.source_value.abs()) as i64, }; }, ParameterType::Indirect => { parameter1 = InstructionParameter { parameter_type: ParameterType::Indirect, parameter_value: (self.source_value.abs()) as i64, }; }, } return vec![parameter0, parameter1]; } } } } impl fmt::Display for GenomeItem { fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result { let line_prefix: &str; if self.enabled { line_prefix = ""; } else { line_prefix = "; "; } write!(f, "{}{} {}{},{}{}", line_prefix, self.instruction_id, self.target_type.prefix(), self.target_value, self.source_type.prefix(), self.source_value ) } } pub trait ToGenomeItem { fn to_genome_item(&self) -> Option; } impl ToGenomeItem for Instruction { fn to_genome_item(&self) -> Option { let mut target_type = RegisterType::Direct; let mut target_value: i32 = 0; let mut source_type: ParameterType = ParameterType::Constant; let mut source_value: i32 = 0; if self.instruction_id == InstructionId::LoopBegin { // The "lpb" instruction, when there is no source parameter, then its default value is 1. source_value = 1; } for (index, parameter) in self.parameter_vec.iter().enumerate() { if index == 0 { target_value = parameter.parameter_value as i32; if parameter.parameter_type == ParameterType::Indirect { target_type = RegisterType::Indirect; } else { target_type = RegisterType::Direct; } } if index == 1 { source_value = parameter.parameter_value as i32; source_type = parameter.parameter_type.clone(); } } let genome_item = GenomeItem::new( self.instruction_id, target_type, target_value, source_type, source_value, ); Some(genome_item) } } pub trait ToGenomeItemVec { fn to_genome_item_vec(&self) -> Vec; } impl ToGenomeItemVec for ParsedProgram { fn to_genome_item_vec(&self) -> Vec { let mut genome_vec = Vec::::with_capacity(self.instruction_vec.len()); for instruction in &self.instruction_vec { let genome_item: GenomeItem = match instruction.to_genome_item() { Some(value) => value, None => { continue; } }; genome_vec.push(genome_item); } genome_vec } }