use super::CheckFixedLengthSequence; use super::FunnelConfig; use super::WildcardChecker; use loda_rust_core::util::BigIntVec; /// Funnel of bloomfilters for use during mining. /// /// Originally LODA-RUST could only mine for sequences that had 40 or more terms. /// The OEIS 'stripped' file contains around 360k sequences of average length 38 terms. /// So only half of the OEIS sequences got added to the bloomfilter. /// Later, I added support for shorter than 40 terms sequences, /// by inserting a `WILDCARD_MAGIC_VALUE` into the bloomfilter. /// /// A potential candiate program must fulfill these 4 stages: /// - 10 terms /// - 20 terms /// - 30 terms /// - 40 terms /// /// The sooner a potential candidate program can be rejected, /// the sooner it's possible to mutate the genome and try again. /// /// If there is a sequence that has only 33 terms in the OEIS 'stripped' file, /// then the first 33 terms are followed by 7 wildcard terms (`WILDCARD_MAGIC_VALUE`). /// This sequence can now be inserted into the bloomfilter. /// /// When wildcard-checking if a sequence is contained in the bloomfilter, it works like this: /// When a candiate program passes 10terms, 20terms, 30terms bloomfilters, and gets rejected by the 40terms bloomfilter. /// Then replace the last term with a wildcard symbol, and try again. /// Then replace the second last term with a wildcard symbol, and try again. /// Then replace the third last term with a wildcard symbol, and try again. /// After around 10 attempts it can be determined if it's in the bloomfilter or not. #[derive(Clone, Debug)] pub struct Funnel { checker10: CheckFixedLengthSequence, checker20: CheckFixedLengthSequence, checker30: CheckFixedLengthSequence, checker40: CheckFixedLengthSequence, metric_number_of_candidates_with_10terms: u64, metric_number_of_candidates_with_20terms: u64, metric_number_of_candidates_with_30terms: u64, metric_number_of_candidates_with_40terms: u64, } impl Funnel { pub fn new( checker10: CheckFixedLengthSequence, checker20: CheckFixedLengthSequence, checker30: CheckFixedLengthSequence, checker40: CheckFixedLengthSequence, ) -> Self { Self { checker10: checker10, checker20: checker20, checker30: checker30, checker40: checker40, metric_number_of_candidates_with_10terms: 0, metric_number_of_candidates_with_20terms: 0, metric_number_of_candidates_with_30terms: 0, metric_number_of_candidates_with_40terms: 0, } } pub fn check10(&mut self, terms: &BigIntVec) -> bool { if !self.checker10.check(terms) { return false; } self.metric_number_of_candidates_with_10terms += 1; true } #[allow(dead_code)] pub fn check20(&mut self, terms: &BigIntVec) -> bool { if !self.checker20.check(terms) { return false; } self.metric_number_of_candidates_with_20terms += 1; true } #[allow(dead_code)] pub fn check30(&mut self, terms: &BigIntVec) -> bool { if !self.checker30.check(terms) { return false; } self.metric_number_of_candidates_with_30terms += 1; true } #[allow(dead_code)] pub fn check40(&mut self, terms: &BigIntVec) -> bool { if !self.checker40.check(terms) { return false; } self.metric_number_of_candidates_with_40terms += 1; true } pub fn check20_with_wildcards(&mut self, terms: &BigIntVec) -> Option { let result: Option = self.checker20.check_with_wildcards(terms, FunnelConfig::MINIMUM_NUMBER_OF_REQUIRED_TERMS); if result.is_some() { self.metric_number_of_candidates_with_20terms += 1; } result } pub fn check30_with_wildcards(&mut self, terms: &BigIntVec) -> Option { let result: Option = self.checker30.check_with_wildcards(terms, FunnelConfig::MINIMUM_NUMBER_OF_REQUIRED_TERMS); if result.is_some() { self.metric_number_of_candidates_with_30terms += 1; } result } pub fn mut_check40_with_wildcards(&mut self, terms: &mut BigIntVec) -> Option { let result: Option = self.checker40.mut_check_with_wildcards(terms, FunnelConfig::MINIMUM_NUMBER_OF_REQUIRED_TERMS); if result.is_some() { self.metric_number_of_candidates_with_40terms += 1; } result } pub fn metric_number_of_candidates_with_10terms(&self) -> u64 { self.metric_number_of_candidates_with_10terms } pub fn metric_number_of_candidates_with_20terms(&self) -> u64 { self.metric_number_of_candidates_with_20terms } pub fn metric_number_of_candidates_with_30terms(&self) -> u64 { self.metric_number_of_candidates_with_30terms } pub fn metric_number_of_candidates_with_40terms(&self) -> u64 { self.metric_number_of_candidates_with_40terms } pub fn reset_metrics(&mut self) { self.metric_number_of_candidates_with_10terms = 0; self.metric_number_of_candidates_with_20terms = 0; self.metric_number_of_candidates_with_30terms = 0; self.metric_number_of_candidates_with_40terms = 0; } }