Download loda-rust/rust_project/loda-rust-cli/src/mine/suggest_source.rs from Alignment-Lab-AI/ARC-stuff: direct link, hf CLI and curl.
- Browser
- Download file 13.8 kB
-
https://huggingface.co/datasets/Alignment-Lab-AI/ARC-stuff/resolve/main/loda-rust/rust_project/loda-rust-cli/src/mine/suggest_source.rs
- Command line
-
hf download hf://datasets/Alignment-Lab-AI/ARC-stuff/loda-rust/rust_project/loda-rust-cli/src/mine/suggest_source.rs
-
curl -L -o suggest_source.rs https://huggingface.co/datasets/Alignment-Lab-AI/ARC-stuff/resolve/main/loda-rust/rust_project/loda-rust-cli/src/mine/suggest_source.rs
13.8 kB
| use crate::common::RecordTrigram; | |
| use loda_rust_core::parser::extract_parameter_re::EXTRACT_PARAMETER_RE; | |
| use loda_rust_core::parser::ParameterType; | |
| use super::random_indexes_with_distance; | |
| use std::str::FromStr; | |
| use std::collections::HashMap; | |
| use rand::Rng; | |
| use rand::seq::SliceRandom; | |
| use rand::SeedableRng; | |
| use rand::rngs::StdRng; | |
| pub enum SourceValue { | |
| ProgramStart, | |
| ProgramStop, | |
| Constant(i32), | |
| Direct(i32), | |
| Indirect(i32), | |
| None, | |
| } | |
| impl SourceValue { | |
| /// Convert string to an enum. | |
| /// | |
| /// Convert "42" to `SourceValue::Constant(42)`. | |
| /// | |
| /// Convert "$42" to `SourceValue::Direct(42)`. | |
| /// | |
| /// Convert "$$42" to `SourceValue::Indirect(42)`. | |
| /// | |
| /// Convert "START" to `SourceValue::ProgramStart`. | |
| /// | |
| /// Convert "STOP" to `SourceValue::ProgramStop`. | |
| /// | |
| /// Convert "NONE" to `SourceValue::None`. | |
| /// | |
| /// Returns Error in case the text cannot be parsed. | |
| fn parse<S>(content: S) -> anyhow::Result<SourceValue> where S: Into<String> { | |
| let s: String = content.into(); | |
| match s.as_str() { | |
| "START" => { | |
| return Ok(SourceValue::ProgramStart); | |
| }, | |
| "STOP" => { | |
| return Ok(SourceValue::ProgramStop); | |
| }, | |
| "NONE" => { | |
| return Ok(SourceValue::None); | |
| }, | |
| _ => {} | |
| } | |
| let re = &EXTRACT_PARAMETER_RE; | |
| let captures = match re.captures(&s) { | |
| Some(value) => value, | |
| None => { | |
| return Err(anyhow::anyhow!("Unrecognized parameter, doesn't satisfy regex pattern.")); | |
| } | |
| }; | |
| let capture1: &str = captures.get(1).map_or("", |m| m.as_str()); | |
| let capture2: &str = captures.get(2).map_or("", |m| m.as_str()); | |
| let parameter_type: ParameterType = match ParameterType::from_str(capture1) { | |
| Ok(value) => value, | |
| _ => { | |
| return Err(anyhow::anyhow!("Unrecognized parameter type")); | |
| } | |
| }; | |
| let parameter_value: i32 = match i32::from_str(capture2) { | |
| Ok(value) => value, | |
| _ => { | |
| return Err(anyhow::anyhow!("Parameter value cannot be parsed as i32")); | |
| } | |
| }; | |
| // Reject redundant leading zeroes, such as `0001`. | |
| // Reject redundant minus prefix `-0`. | |
| if parameter_value.to_string() != capture2 { | |
| return Err(anyhow::anyhow!("Strict incorrect parameter value")); | |
| } | |
| // Allow negative constants. | |
| // Reject negative addresses, such as `$-123` and `$$-4`. | |
| let check_negative: bool = match parameter_type { | |
| ParameterType::Direct | ParameterType::Indirect => true, | |
| ParameterType::Constant => false | |
| }; | |
| if check_negative && parameter_value < 0 { | |
| return Err(anyhow::anyhow!("Negative value not allowed for this parameter type")); | |
| } | |
| match parameter_type { | |
| ParameterType::Constant => { | |
| return Ok(SourceValue::Constant(parameter_value)); | |
| }, | |
| ParameterType::Direct => { | |
| return Ok(SourceValue::Direct(parameter_value)); | |
| }, | |
| ParameterType::Indirect => { | |
| return Ok(SourceValue::Indirect(parameter_value)); | |
| }, | |
| } | |
| } | |
| fn to_string(&self) -> String { | |
| match self { | |
| Self::ProgramStart => return "START".to_string(), | |
| Self::ProgramStop => return "STOP".to_string(), | |
| Self::Constant(value) => return format!("{}", value), | |
| Self::Direct(value) => return format!("${}", value), | |
| Self::Indirect(value) => return format!("$${}", value), | |
| Self::None => return "NONE".to_string(), | |
| } | |
| } | |
| } | |
| type HistogramKey = (SourceValue,SourceValue); | |
| type ValueAndWeight = (SourceValue,u32); | |
| type HistogramValue = Vec<ValueAndWeight>; | |
| pub struct SuggestSource { | |
| histogram: HashMap<HistogramKey, HistogramValue> | |
| } | |
| impl SuggestSource { | |
| pub fn new() -> Self { | |
| Self { | |
| histogram: HashMap::new() | |
| } | |
| } | |
| const SHUFFLE_COUNT: usize = 0; | |
| pub fn populate(&mut self, records_original: &Vec<RecordTrigram>) { | |
| // Make some noise in the histogram to prevent getting stuck in a local minimum. | |
| let mut records: Vec<RecordTrigram> = records_original.clone(); | |
| let seed: u64 = 1; | |
| let mut rng = StdRng::seed_from_u64(seed); | |
| let indexes: Vec<usize> = random_indexes_with_distance(&mut rng, records.len(), Self::SHUFFLE_COUNT); | |
| for index in indexes { | |
| records[index].count = records_original[index].count; | |
| } | |
| for (index, record) in records.iter().enumerate() { | |
| let value0: SourceValue = match SourceValue::parse(&record.word0) { | |
| Ok(value) => value, | |
| Err(error) => { | |
| debug!("SuggestSource.populate(). ignoring row {}. column 0. error: {:?}", index, error); | |
| continue; | |
| } | |
| }; | |
| let value1: SourceValue = match SourceValue::parse(&record.word1) { | |
| Ok(value) => value, | |
| Err(error) => { | |
| debug!("SuggestSource.populate(). ignoring row {}. column 1. error: {:?}", index, error); | |
| continue; | |
| } | |
| }; | |
| let value2: SourceValue = match SourceValue::parse(&record.word2) { | |
| Ok(value) => value, | |
| Err(error) => { | |
| debug!("SuggestSource.populate(). ignoring row {}. column 2. error: {:?}", index, error); | |
| continue; | |
| } | |
| }; | |
| let key: HistogramKey = (value0, value2); | |
| let value_and_weight: ValueAndWeight = (value1, record.count); | |
| let item = self.histogram.entry(key).or_insert(vec!()); | |
| (*item).push(value_and_weight); | |
| } | |
| } | |
| /// If it's the beginning of the program then set `prev_word` to `ProgramStart`. | |
| /// | |
| /// If it's the end of the program then set `next_word` to `ProgramStop`. | |
| /// | |
| /// If it's a `lpb` (loop begin) instruction can have a 2nd parameter, then `None` may be used. | |
| /// | |
| /// If it's a `lpe` (loop end) instruction that has no parameters, then use `None`. | |
| fn candidates(&self, prev_word: SourceValue, next_word: SourceValue) -> Option<&HistogramValue> { | |
| let key: HistogramKey = (prev_word, next_word); | |
| self.histogram.get(&key) | |
| } | |
| pub fn best_candidate(&self, prev_word: SourceValue, next_word: SourceValue) -> Option<SourceValue> { | |
| let histogram_value: &HistogramValue = match self.candidates(prev_word, next_word) { | |
| Some(value) => value, | |
| None => { | |
| return None; | |
| } | |
| }; | |
| let candidate_value: SourceValue = match histogram_value.first() { | |
| Some(value) => value.0.clone(), | |
| None => { | |
| return None; | |
| } | |
| }; | |
| Some(candidate_value) | |
| } | |
| pub fn choose_weighted<R: Rng + ?Sized>(&self, rng: &mut R, prev_word: SourceValue, next_word: SourceValue) -> Option<SourceValue> { | |
| let histogram_value: &HistogramValue = match self.candidates(prev_word, next_word) { | |
| Some(value) => value, | |
| None => { | |
| return None; | |
| } | |
| }; | |
| let value: SourceValue = histogram_value.choose_weighted(rng, |item| item.1).unwrap().0.clone(); | |
| Some(value) | |
| } | |
| } | |
| mod tests { | |
| use super::*; | |
| use rand::SeedableRng; | |
| use rand::rngs::StdRng; | |
| static INPUT: &'static [&'static str] = &[ | |
| "START", | |
| "STOP", | |
| "NONE", | |
| "42", | |
| "$42", | |
| "$$42", | |
| "0", | |
| "$0", | |
| "$$0", | |
| "-1", | |
| "+42", | |
| "boom", | |
| "", | |
| " 0", | |
| " 0 ", | |
| "-0", | |
| "$-4", | |
| "$$-4", | |
| ]; | |
| static OUTPUT: &'static [&'static str] = &[ | |
| "START", | |
| "STOP", | |
| "NONE", | |
| "42", | |
| "$42", | |
| "$$42", | |
| "0", | |
| "$0", | |
| "$$0", | |
| "-1", | |
| "IGNORE", | |
| "IGNORE", | |
| "IGNORE", | |
| "IGNORE", | |
| "IGNORE", | |
| "IGNORE", | |
| "IGNORE", | |
| "IGNORE", | |
| "IGNORE", | |
| "IGNORE", | |
| ]; | |
| fn process<S: AsRef<str>>(input: S) -> String { | |
| let input = input.as_ref(); | |
| let source_value: SourceValue = match SourceValue::parse(input) { | |
| Ok(value) => value, | |
| Err(_) => { | |
| return "IGNORE".to_string(); | |
| } | |
| }; | |
| source_value.to_string() | |
| } | |
| fn test_10000_source_value_parse() { | |
| for (index, input) in INPUT.iter().enumerate() { | |
| assert_eq!(process(input), OUTPUT[index]); | |
| } | |
| } | |
| fn mockdata() -> Vec<RecordTrigram> { | |
| let v = vec![ | |
| RecordTrigram { | |
| count: 1000, | |
| word0: "$0".to_string(), | |
| word1: "333".to_string(), | |
| word2: "$0".to_string() | |
| }, | |
| RecordTrigram { | |
| count: 1000, | |
| word0: "$1".to_string(), | |
| word1: "$1".to_string(), | |
| word2: "$1".to_string() | |
| }, | |
| RecordTrigram { | |
| count: 1000, | |
| word0: "START".to_string(), | |
| word1: "$20".to_string(), | |
| word2: "$2".to_string() | |
| }, | |
| RecordTrigram { | |
| count: 1000, | |
| word0: "$3".to_string(), | |
| word1: "$30".to_string(), | |
| word2: "STOP".to_string() | |
| }, | |
| RecordTrigram { | |
| count: 1000, | |
| word0: "START".to_string(), | |
| word1: "$40".to_string(), | |
| word2: "STOP".to_string() | |
| }, | |
| RecordTrigram { | |
| count: 1000, | |
| word0: "NONE".to_string(), | |
| word1: "$6".to_string(), | |
| word2: "NONE".to_string() | |
| }, | |
| RecordTrigram { | |
| count: 1000, | |
| word0: "$$4".to_string(), | |
| word1: "$9".to_string(), | |
| word2: "$$3".to_string() | |
| }, | |
| RecordTrigram { | |
| count: 1000, | |
| word0: "333".to_string(), | |
| word1: "-666".to_string(), | |
| word2: "333".to_string() | |
| }, | |
| ]; | |
| v | |
| } | |
| fn exercise_choose_weighted(prev_word: SourceValue, next_word: SourceValue) -> Option<SourceValue> { | |
| let mock = mockdata(); | |
| let mut si = SuggestSource::new(); | |
| si.populate(&mock); | |
| let mut rng = StdRng::seed_from_u64(0); | |
| let actual: Option<SourceValue> = si.choose_weighted( | |
| &mut rng, | |
| prev_word, | |
| next_word | |
| ); | |
| actual | |
| } | |
| fn test_20000_choose_weighted_surrounded_by_other_words0() { | |
| let actual: Option<SourceValue> = exercise_choose_weighted( | |
| SourceValue::Direct(0), | |
| SourceValue::Direct(0) | |
| ); | |
| assert_eq!(actual, Some(SourceValue::Constant(333))); | |
| } | |
| fn test_20001_choose_weighted_surrounded_by_other_words1() { | |
| let actual: Option<SourceValue> = exercise_choose_weighted( | |
| SourceValue::Direct(1), | |
| SourceValue::Direct(1) | |
| ); | |
| assert_eq!(actual, Some(SourceValue::Direct(1))); | |
| } | |
| fn test_20002_choose_weighted_start_of_program() { | |
| let actual: Option<SourceValue> = exercise_choose_weighted( | |
| SourceValue::ProgramStart, | |
| SourceValue::Direct(2) | |
| ); | |
| assert_eq!(actual, Some(SourceValue::Direct(20))); | |
| } | |
| fn test_20003_choose_weighted_end_of_program() { | |
| let actual: Option<SourceValue> = exercise_choose_weighted( | |
| SourceValue::Direct(3), | |
| SourceValue::ProgramStop | |
| ); | |
| assert_eq!(actual, Some(SourceValue::Direct(30))); | |
| } | |
| fn test_20004_choose_weighted_start_and_end_of_program() { | |
| let actual: Option<SourceValue> = exercise_choose_weighted( | |
| SourceValue::ProgramStart, | |
| SourceValue::ProgramStop | |
| ); | |
| assert_eq!(actual, Some(SourceValue::Direct(40))); | |
| } | |
| fn test_20005_choose_weighted_surrounded_by_none() { | |
| let actual: Option<SourceValue> = exercise_choose_weighted( | |
| SourceValue::None, | |
| SourceValue::None | |
| ); | |
| assert_eq!(actual, Some(SourceValue::Direct(6))); | |
| } | |
| fn test_20006_choose_weighted_surrounded_by_const() { | |
| let actual: Option<SourceValue> = exercise_choose_weighted( | |
| SourceValue::Constant(333), | |
| SourceValue::Constant(333) | |
| ); | |
| assert_eq!(actual, Some(SourceValue::Constant(-666))); | |
| } | |
| fn test_20007_choose_weighted_surrounded_by_indirect() { | |
| let actual: Option<SourceValue> = exercise_choose_weighted( | |
| SourceValue::Indirect(4), | |
| SourceValue::Indirect(3) | |
| ); | |
| assert_eq!(actual, Some(SourceValue::Direct(9))); | |
| } | |
| fn test_20008_choose_weighted_unrecognized_input() { | |
| let actual: Option<SourceValue> = exercise_choose_weighted( | |
| SourceValue::Direct(666), | |
| SourceValue::Direct(666) | |
| ); | |
| assert_eq!(actual, None); | |
| } | |
| } | |