Skip to content
Draft
Changes from 4 commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
135 changes: 133 additions & 2 deletions src/lib.rs
Original file line number Diff line number Diff line change
Expand Up @@ -34,6 +34,7 @@ extern crate serde_yaml;
use std::borrow::ToOwned;
use std::collections::hash_map::Entry::{Occupied, Vacant};
use std::collections::HashMap;
use std::fmt::Debug;
use std::fs::File;
use std::hash::Hash;
use std::io::prelude::*;
Expand All @@ -56,8 +57,8 @@ use serde::Serialize;
use serde_yaml as yaml;

/// The definition of all types that can be used in a `Chain`.
pub trait Chainable: Eq + Hash + Clone {}
impl<T> Chainable for T where T: Eq + Hash + Clone {}
pub trait Chainable: Eq + Hash + Clone + Debug {}
impl<T> Chainable for T where T: Eq + Hash + Clone + Debug {}
Comment on lines +60 to +61
Copy link
Copy Markdown
Author

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Remove Debug statements in final PR


type Token<T> = Option<T>;

Expand Down Expand Up @@ -106,6 +107,33 @@ where
}
}

/// Returns a vector of current counts of token T
fn rank<S: AsRef<[T]>>(&self, tokens: S) -> Vec<(&Token<T>, &usize)> {
let tokens = tokens.as_ref();
if tokens.is_empty() {
return Vec::new();
}
let mut toks = vec![];
toks.extend(tokens.iter().map(|token| Some(token.clone())));
if !self.map.contains_key(&toks) {
return Vec::new();
}
println!("Tokens {:?}", toks);
println!("Map {:?}", self.map);
Comment on lines +121 to +122
Copy link
Copy Markdown
Author

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Remove prints or replace with logs in final PR

let result = self.map.get(&toks).unwrap();
Comment on lines +118 to +123
Copy link
Copy Markdown
Author

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Combine contains_key and unwrap call in a match statement

let sorted: Vec<_> = result
.iter()
.sorted_by(|&a, &b| Ord::cmp(a.1, b.1).reverse())
.collect();
sorted
}

/// Get iterator over all tokens following a given set of tokens
/// (sorted by count)
pub fn iter_rank<S: AsRef<[T]>>(&self, tokens: S) -> RankIterator<T> {
RankIterator::new(self, tokens)
}
Comment on lines +133 to +138
Copy link
Copy Markdown
Author

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Add feature to specify a token to be searched for and return its rank eg. iterate over all tokens of token a as predecessor and search for token b and return its rank


/// Determines whether or not the chain is empty. A chain is considered empty if nothing has
/// been fed into it.
pub fn is_empty(&self) -> bool {
Expand Down Expand Up @@ -432,6 +460,44 @@ where
}
}

#[derive(Debug)]
/// Iterator over tokens sorted by rank given a token (sorted by highest probability)
pub struct RankIterator<'a, T>
Copy link
Copy Markdown
Author

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Maybe rename to something more specific? Maybe ProbabilityIterator or SortedRankIterator?

where
T: Chainable + 'a,
{
chain: Vec<(&'a Token<T>, &'a usize)>,
count: usize,
}

impl<'a, T> RankIterator<'a, T>
where
T: Chainable + 'a,
{
/// Generate rank iterator
pub fn new<S: AsRef<[T]>>(chain: &'a Chain<T>, tokens: S) -> Self {
let m = chain.rank(tokens);
RankIterator { chain: m, count: 0 }
}
}

impl<'a, T> Iterator for RankIterator<'a, T>
where
T: Chainable + 'a,
{
type Item = &'a Token<T>;

fn next(&mut self) -> Option<Self::Item> {
if self.count >= self.chain.len() {
None
} else {
let r = Some(self.chain[self.count].0);
self.count += 1;
r
}
}
}

#[cfg(test)]
mod test {
use super::Chain;
Expand All @@ -456,6 +522,71 @@ mod test {
chain.feed(vec![3, 5, 10]).feed(vec![5, 12]);
}

#[test]
fn rank() {
let mut chain = Chain::new();
chain.feed(vec![3, 5, 10]).feed(vec![5, 12]);
let vec = chain.rank(vec![3]);
let mut iter = vec.iter();
assert_eq!(iter.next(), Some(&(&Some(5), &1usize)));
assert_eq!(iter.next(), None);

chain.feed(vec![3, 10, 3, 11, 3, 11, 3, 10, 3, 11]);
let vec = chain.rank(vec![3]);
let mut iter = vec.iter();
assert_eq!(iter.next(), Some(&(&Some(11), &3usize)));
assert_eq!(iter.next(), Some(&(&Some(10), &2usize)));
assert_eq!(iter.next(), Some(&(&Some(5), &1usize)));
assert_eq!(iter.next(), None);
}

#[test]
fn iter_rank() {
let mut chain = Chain::new();
chain.feed(vec![3, 5, 10]).feed(vec![5, 3, 12, 3, 5]);
let mut iter = chain.iter_rank(vec![3]);
assert_eq!(iter.next(), Some(&Some(5)));
assert_eq!(iter.next(), Some(&Some(12)));
assert_eq!(iter.next(), None);

let mut iter = chain.iter_rank(vec![3]).take(1);
assert_eq!(iter.next(), Some(&Some(5)));
assert_eq!(iter.next(), None);

let mut iter = chain.iter_rank(vec![]).take(1);
assert_eq!(iter.next(), None);
}

#[test]
fn iter_rank_higher_order() {
let mut chain = Chain::of_order(2);
chain.feed(vec![3, 5, 10]).feed(vec![5, 12]);
let mut iter = chain.iter_rank(vec![3, 5]);
assert_eq!(iter.next(), Some(&Some(10)));
assert_eq!(iter.next(), None);

chain.feed(vec![3, 10, 3, 11, 3, 11, 3, 10, 3, 11]);
let mut iter = chain.iter_rank(vec![3, 10]);
assert_eq!(iter.next(), Some(&Some(3)));
assert_eq!(iter.next(), None);
}

#[test]
fn rank_higher_order() {
let mut chain = Chain::of_order(2);
chain.feed(vec![3, 5, 10]).feed(vec![5, 12]);
let vec = chain.rank(vec![3, 5]);
let mut iter = vec.iter();
assert_eq!(iter.next(), Some(&(&Some(10), &1usize)));
assert_eq!(iter.next(), None);

chain.feed(vec![3, 10, 3, 11, 3, 11, 3, 10, 3, 11]);
let vec = chain.rank(vec![3, 10]);
let mut iter = vec.iter();
assert_eq!(iter.next(), Some(&(&Some(3), &2usize)));
assert_eq!(iter.next(), None);
}

#[test]
fn generate() {
let mut chain = Chain::new();
Expand Down