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//! An API for reading [Nutrimatic] index files. //! //! See the Nutrimatic source code for a [full description of the file //! format][format] or [instructions for creating an index file][instructions]. //! //! An index file is taken in as a `&[u8]` containing the contents of the file; //! typically, this will be created by memory-mapping a file on disk (of course, //! it also works fine to read an index file fully into memory if it fits). //! //! An index file describes a trie of strings; edges are labeled with characters //! (ASCII space, digits, and letters) and each node stores the total frequency //! in some corpus of all phrases starting with the sequence of characters //! leading up to the node. //! //! This library does no consistency checking of index files. If you attempt to //! use an invalid file, you will see random panics or garbage results (but no //! unsafety). Don't do that! //! //! # Examples //! //! ``` //! use nutrimatic::Node; //! //! // Collect all phrases in the trie in alphabetical order along with their //! // frequencies. //! fn collect(node: &Node, word: &mut String, out: &mut Vec<(String, u64)>) { //! for child in &node.children() { //! // The space indicates that this transition corresponds to a word //! // boundary. //! if child.ch() == ' ' as u8 { //! out.push((word.clone(), child.freq())); //! } //! word.push(child.ch() as char); //! collect(&child, word, out); //! word.pop(); //! } //! } //! //! fn main() { //! // This buffer describes a trie containing the words "ru" and "st"; a //! // trie would normally be generated ahead of time by external tools. The //! // byte values are written a bit oddly to hint at each one's purpose in //! // the serialization. //! let buf: &[u8] = &[ //! ' ' as u8, 17, 0x00 | 1, //! 'u' as u8, 17, 0, 0x80 | 1, //! ' ' as u8, 18, 0x00 | 1, //! 't' as u8, 18, 0, 0x80 | 1, //! 'r' as u8, 17, 7, 's' as u8, 18, 0, 0x80 | 2, //! ]; //! //! let root = Node::new(buf); //! //! let mut words = vec![]; //! collect(&root, &mut String::new(), &mut words); //! assert_eq!(words, vec![("ru".to_owned(), 17), ("st".to_owned(), 18)]); //! } //! ``` //! //! [Nutrimatic]: https://nutrimatic.org //! [format]: https://github.com/egnor/nutrimatic/blob/master/index.h //! [instructions]: https://github.com/egnor/nutrimatic/blob/master/README #![warn(missing_docs)] use std::cmp::Ordering; mod node_types; /// An iterator over the children of a node. /// /// This `struct` is created by iterating over [`ChildReader`]. #[derive(Clone, Copy, Debug, Eq, PartialEq)] pub struct ChildIter<'buf, 'reader> { reader: &'reader ChildReader<'buf>, ind: usize, } impl<'buf, 'reader> Iterator for ChildIter<'buf, 'reader> { type Item = Node<'buf>; fn next(&mut self) -> Option<Self::Item> { if self.ind < self.reader.len() { self.ind += 1; Some(self.reader.index(self.ind - 1)) } else { None } } } /// A lazy reader of the children of a node. /// /// This `struct` is created by the [`children`] method on [`Node`]. It /// conceptually represents a sequence of [`Node`]s indexed by contiguous /// numbers, kind of like `[Node]`; however, it does not physically contain any /// instances, instead constructing them on demand. /// /// # Examples /// /// ```no_run /// use nutrimatic::Node; /// /// // Materialize all the children of a node into a `Vec`. /// fn collect_children<'a>(node: &Node<'a>) -> Vec<Node<'a>> { /// node.children().iter().collect() /// } /// ``` /// /// [`children`]: Node::children #[derive(Clone, Copy, Debug, Eq, PartialEq)] pub struct ChildReader<'buf>(Option<ChildReaderInner<'buf>>); #[derive(Clone, Copy, Debug, Eq, PartialEq)] struct ChildReaderInner<'buf> { num: usize, buf: &'buf [u8], base: usize, freq: u64, elem_bytes: u8, read_fn: node_types::ReaderFn<'buf>, } impl<'buf> ChildReaderInner<'buf> { fn index(&self, index: usize) -> Node<'buf> { (self.read_fn)(self.buf, self.base, index, self.freq) } fn len(&self) -> usize { self.num } fn find(&self, ch: u8) -> Option<Node<'buf>> { let mut a = 0; let mut b = self.len(); while b > a { let c = (a + b) / 2; let child_ch = self.buf[self.base + c * self.elem_bytes as usize]; match child_ch.cmp(&ch) { Ordering::Less => { a = c + 1; } Ordering::Equal => { return Some(self.index(c)); } Ordering::Greater => { b = c; } } } None } fn scan(&self, ch: u8) -> Option<Node<'buf>> { for i in 0..self.len() { let child_ch = self.buf[self.base + i * self.elem_bytes as usize]; match child_ch.cmp(&ch) { Ordering::Less => {} Ordering::Equal => return Some(self.index(i)), Ordering::Greater => return None, } } None } } impl<'buf> ChildReader<'buf> { /// Returns the child at the given index, starting from 0. Children are in /// increasing order by character. If the index is not within bounds, this /// method will panic or return garbage. pub fn index(&self, index: usize) -> Node<'buf> { // It is incorrect to call this method if this struct contains `None` // (then `len() == 0`, so no index is valid), so unwrapping is okay. self.0.unwrap().index(index) } /// Returns the number of children of the node. pub fn len(&self) -> usize { match self.0 { None => 0, Some(inner) => inner.len(), } } /// Returns `true` if the node has no children. pub fn is_empty(&self) -> bool { self.len() == 0 } /// Finds a child with the given character using binary search. pub fn find(&self, ch: u8) -> Option<Node<'buf>> { self.0.and_then(|inner| inner.find(ch)) } /// Finds a child with the given character by scanning through the children /// in order. This is useful when the character is known to be early in the /// list (in particular, the space character is always first if present). pub fn scan(&self, ch: u8) -> Option<Node<'buf>> { self.0.and_then(|inner| inner.scan(ch)) } /// Returns an iterator over the children. pub fn iter<'reader>(&'reader self) -> ChildIter<'buf, 'reader> { self.into_iter() } } impl<'buf, 'reader> IntoIterator for &'reader ChildReader<'buf> { type Item = Node<'buf>; type IntoIter = ChildIter<'buf, 'reader>; fn into_iter(self) -> ChildIter<'buf, 'reader> { ChildIter { reader: self, ind: 0, } } } /// The result of searching for a sequence of characters. /// /// This `struct` is created by the [`search_string`] method on [`Node`]. See /// its documentation for more. /// /// [`search_string`]: Node::search_string #[derive(Clone, Copy, Debug)] pub enum SearchResult<'buf> { /// Result indicating that the search stopped before reaching the end (i.e., /// `FailedOn(n)` means that there was no edge in the trie for the character /// at index `n`). FailedOn(usize), /// Result indicating that traversing the trie through the given characters /// led to the included node. Found(Node<'buf>), } /// A "thin" representation of a node in a trie. /// /// `ThinNode` is like [`Node`], but smaller (it omits the reference to the /// buffer containing the trie). It is intended to be used when there are a lot /// of nodes in memory at the same time and reducing their size is helpful for /// performance. Using only `Node` allows for slightly simpler code and should /// be done when the difference in performance (if any) doesn't matter. /// /// Thin nodes, like normal nodes, implement ordering and equality according to /// their frequency in order to accommodate using them in priority queues for /// best-first search. /// /// Thin nodes are created by [`Node::to_thin`] and turned into normal nodes by /// [`Node::from_thin`]. #[derive(Clone, Copy, Debug)] pub struct ThinNode<'buf> { freq_ch: u64, loc: usize, _phantom: std::marker::PhantomData<&'buf [u8]>, } impl Eq for ThinNode<'_> {} impl Ord for ThinNode<'_> { fn cmp(&self, other: &Self) -> Ordering { self.freq_ch.cmp(&other.freq_ch) } } impl PartialEq for ThinNode<'_> { fn eq(&self, other: &Self) -> bool { self.freq_ch == other.freq_ch } } impl PartialOrd for ThinNode<'_> { fn partial_cmp(&self, other: &Self) -> Option<Ordering> { Some(self.cmp(other)) } } impl<'buf> ThinNode<'buf> { /// Returns the character associated with the node—i.e., the letter used to /// transition from this node's parent to this node. /// /// This value is not useful for a root node returned by [`Node::new`]. pub fn ch(&self) -> u8 { self.freq_ch as u8 } /// Returns the frequency of the node—i.e., the total number of times that /// the corpus contains any phrase that starts with the sequence of /// characters corresponding to the path to this node (including this node's /// own character). pub fn freq(&self) -> u64 { self.freq_ch >> 8 } } /// A node in a trie. /// /// Nodes implement ordering and equality according to their frequency in order /// to accommodate using them in priority queues for best-first search. /// /// # Examples /// /// ``` /// use nutrimatic::Node; /// /// // This buffer represents a single node with three leaf children. /// let buf: &[u8] = &[0x61, 0x11, 0x62, 0x12, 0x63, 0x13, 0x03]; /// /// let root = Node::new(buf); /// // Print out all children of the root node of the trie. /// for child in &root.children() { /// println!("{} {}", child.ch() as char, child.freq()); /// } /// ``` #[derive(Clone, Copy, Debug)] pub struct Node<'buf> { freq: u64, ch: u8, buf: &'buf [u8], loc: usize, } impl Eq for Node<'_> {} impl Ord for Node<'_> { fn cmp(&self, other: &Self) -> Ordering { self.freq.cmp(&other.freq) } } impl PartialEq for Node<'_> { fn eq(&self, other: &Self) -> bool { self.freq == other.freq } } impl PartialOrd for Node<'_> { fn partial_cmp(&self, other: &Self) -> Option<Ordering> { Some(self.cmp(other)) } } impl<'buf> Node<'buf> { /// Constructs the root node of the trie serialized in the given buffer. pub fn new(buf: &'buf [u8]) -> Node<'buf> { let mut node = Node { freq: 0, ch: 0, buf, loc: buf.len(), }; node.freq = node.children().iter().map(|c| c.freq()).sum(); node } /// Returns the character associated with the node—i.e., the letter used to /// transition from this node's parent to this node. /// /// This value is not useful for a root node returned by [`Node::new`]. pub fn ch(&self) -> u8 { self.ch } /// Returns the frequency of the node—i.e., the total number of times that /// the corpus contains any phrase that starts with the sequence of /// characters corresponding to the path to this node (including this node's /// own character). pub fn freq(&self) -> u64 { self.freq } /// Parses a node and returns an object representing the sequence of its /// children. pub fn children(&self) -> ChildReader<'buf> { let ind = if self.loc != usize::MAX { self.loc - 1 } else { // We could return a dummy object with length 0 here, which would // simplify the code a bit, but it turns out that just constructing // and moving that out results in a huge hit to overall performance. return ChildReader(None); }; let sig = self.buf[ind]; let (sig_base, elem_bytes, func): (_, _, node_types::ReaderFn) = match sig { 0x20..=0x7f => { return ChildReader(Some(ChildReaderInner { num: 1, buf: self.buf, base: ind, freq: self.freq, elem_bytes: 0, read_fn: node_types::read_00, })) } 0x00..=0x1f => (0x00, 2, node_types::read_10), 0x80..=0x9f => (0x80, 3, node_types::read_11), 0xa0..=0xbf => (0xa0, 4, node_types::read_12), 0xc0..=0xdf => (0xc0, 5, node_types::read_22), 0xe0..=0xff => (0xe0, 17, node_types::read_88), }; let (ind, num) = match self.buf[ind] - sig_base { 0 => (ind - 1, self.buf[ind - 1]), d if d < 0x20 => (ind, d), _ => unreachable!(), }; ChildReader(Some(ChildReaderInner { num: num.into(), buf: self.buf, base: ind - elem_bytes * num as usize, // Not actually used in this case. freq: 0, elem_bytes: elem_bytes as u8, read_fn: func, })) } /// Constructs a thin version of this node. pub fn to_thin(&self) -> ThinNode<'buf> { ThinNode { freq_ch: self.freq() << 8 | self.ch() as u64, loc: self.loc, _phantom: std::marker::PhantomData, } } /// Reconstitutes a thin node into a full node. /// /// The thin node must have originally been associated with the same index /// file buffer as this node. pub fn from_thin(&self, thin: ThinNode<'buf>) -> Node<'buf> { Node { freq: thin.freq(), loc: thin.loc, ch: thin.ch(), buf: self.buf, } } /// Searches multiple levels through the trie in one call. pub fn search_string<'a, I>(&self, q: I) -> SearchResult<'buf> where I: IntoIterator<Item = &'a u8>, { let mut node = *self; for (i, &ch) in q.into_iter().enumerate() { if let Some(child) = node.children().find(ch) { node = child; } else { return SearchResult::FailedOn(i); } } SearchResult::Found(node) } /// Finds the frequency of the given sequence of characters in the trie. /// /// This function performs a query for the given characters followed by a /// space character and returns the frequency of the final node, if found. pub fn word_freq<'a, I>(&self, word: I) -> Option<u64> where I: IntoIterator<Item = &'a u8>, { match self.search_string(word) { SearchResult::FailedOn(_) => None, SearchResult::Found(node) => node.children().scan(b' ').map(|l| l.freq), } } }