meilisearch/src/lib.rs

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7.3 KiB
Rust
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pub mod automaton;
pub mod database;
pub mod data;
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pub mod rank;
pub mod tokenizer;
pub mod vec_read_only;
mod common_words;
use std::fmt;
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pub use rocksdb;
pub use self::tokenizer::Tokenizer;
pub use self::common_words::CommonWords;
/// Represent an internally generated document unique identifier.
///
/// It is used to inform the database the document you want to deserialize.
/// Helpful for custom ranking.
#[derive(Debug, Copy, Clone, Eq, PartialEq, PartialOrd, Ord, Hash)]
pub struct DocumentId(u64);
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/// Represent an attribute number along with the word index
/// according to the tokenizer used.
///
/// It can accept up to 1024 attributes and word positions
/// can be maximum 2^22.
#[derive(Copy, Clone, PartialEq, Eq, PartialOrd, Ord, Hash)]
pub struct Attribute(u32);
impl Attribute {
/// Construct an `Attribute` from an attribute number and
/// the word position of a match according to the tokenizer used.
///
/// # Panics
///
/// The attribute must not be greater than 1024
/// and the word index not greater than 2^22.
fn new(attribute: u16, index: u32) -> Attribute {
assert!(attribute & 0b1111_1100_0000_0000 == 0);
assert!(index & 0b1111_1111_1100_0000_0000_0000_0000 == 0);
let attribute = (attribute as u32) << 22;
Attribute(attribute | index)
}
pub fn attribute(&self) -> u16 {
(self.0 >> 22) as u16
}
pub fn word_index(&self) -> u32 {
self.0 & 0b0000_0000_0011_1111_1111_1111_1111
}
}
impl fmt::Debug for Attribute {
fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
f.debug_struct("Attribute")
.field("attribute", &self.attribute())
.field("word_index", &self.word_index())
.finish()
}
}
/// Represent a word position in bytes along with the length of it.
///
/// It can represent words byte index to maximum 2^22 and
/// up to words of length 1024.
#[derive(Copy, Clone, PartialEq, Eq, PartialOrd, Ord, Hash)]
pub struct WordArea(u32);
impl WordArea {
/// Construct a `WordArea` from a word position in bytes
/// and the length of it.
///
/// # Panics
///
/// The byte index must not be greater than 2^22
/// and the length not greater than 1024.
fn new(byte_index: u32, length: u16) -> WordArea {
assert!(byte_index & 0b1111_1111_1100_0000_0000_0000_0000 == 0);
assert!(length & 0b1111_1100_0000_0000 == 0);
let byte_index = byte_index << 10;
WordArea(byte_index | (length as u32))
}
pub fn byte_index(&self) -> u32 {
self.0 >> 10
}
pub fn length(&self) -> u16 {
(self.0 & 0b0000_0000_0000_0000_0011_1111_1111) as u16
}
}
impl fmt::Debug for WordArea {
fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
f.debug_struct("WordArea")
.field("byte_index", &self.byte_index())
.field("length", &self.length())
.finish()
}
}
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/// This structure represent the position of a word
/// in a document and its attributes.
///
/// This is stored in the map, generated at index time,
/// extracted and interpreted at search time.
#[derive(Debug, Copy, Clone, PartialEq, Eq, PartialOrd, Ord, Hash)]
#[repr(C)]
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pub struct DocIndex {
/// The document identifier where the word was found.
pub document_id: DocumentId,
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/// The attribute in the document where the word was found
/// along with the index in it.
pub attribute: Attribute,
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/// The position in bytes where the word was found
/// along with the length of it.
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///
/// It informs on the original word area in the text indexed
/// without needing to run the tokenizer again.
pub word_area: WordArea,
}
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/// This structure represent a matching word with informations
/// on the location of the word in the document.
///
/// The order of the field is important because it defines
/// the way these structures are ordered between themselves.
///
/// The word in itself is not important.
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// TODO do data oriented programming ? very arrays ?
#[derive(Debug, Copy, Clone, PartialEq, Eq, PartialOrd, Ord, Hash)]
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pub struct Match {
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/// The word index in the query sentence.
/// Same as the `attribute_index` but for the query words.
///
/// Used to retrieve the automaton that match this word.
pub query_index: u32,
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/// The distance the word has with the query word
/// (i.e. the Levenshtein distance).
pub distance: u8,
/// The attribute in the document where the word was found
/// along with the index in it.
pub attribute: Attribute,
/// Whether the word that match is an exact match or a prefix.
pub is_exact: bool,
/// The position in bytes where the word was found
/// along with the length of it.
///
/// It informs on the original word area in the text indexed
/// without needing to run the tokenizer again.
pub word_area: WordArea,
}
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impl Match {
pub fn zero() -> Self {
Match {
query_index: 0,
distance: 0,
attribute: Attribute::new(0, 0),
is_exact: false,
word_area: WordArea::new(0, 0),
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}
}
pub fn max() -> Self {
Match {
query_index: u32::max_value(),
distance: u8::max_value(),
attribute: Attribute(u32::max_value()),
is_exact: true,
word_area: WordArea(u32::max_value()),
}
}
}
#[cfg(test)]
mod tests {
use super::*;
use quickcheck::{quickcheck, TestResult};
use std::mem;
#[test]
fn docindex_mem_size() {
assert_eq!(mem::size_of::<DocIndex>(), 16);
}
quickcheck! {
fn qc_attribute(gen_attr: u16, gen_index: u32) -> TestResult {
if gen_attr > 2_u16.pow(10) || gen_index > 2_u32.pow(22) {
return TestResult::discard()
}
let attribute = Attribute::new(gen_attr, gen_index);
let valid_attribute = attribute.attribute() == gen_attr;
let valid_index = attribute.word_index() == gen_index;
TestResult::from_bool(valid_attribute && valid_index)
}
fn qc_attribute_ord(gen_attr: u16, gen_index: u32) -> TestResult {
if gen_attr >= 2_u16.pow(10) || gen_index >= 2_u32.pow(22) {
return TestResult::discard()
}
let a = Attribute::new(gen_attr, gen_index);
let b = Attribute::new(gen_attr + 1, gen_index + 1);
TestResult::from_bool(a < b)
}
fn qc_word_area(gen_byte_index: u32, gen_length: u16) -> TestResult {
if gen_byte_index > 2_u32.pow(22) || gen_length > 2_u16.pow(10) {
return TestResult::discard()
}
let word_area = WordArea::new(gen_byte_index, gen_length);
let valid_char_index = word_area.byte_index() == gen_byte_index;
let valid_length = word_area.length() == gen_length;
TestResult::from_bool(valid_char_index && valid_length)
}
fn qc_word_area_ord(gen_byte_index: u32, gen_length: u16) -> TestResult {
if gen_byte_index >= 2_u32.pow(22) || gen_length >= 2_u16.pow(10) {
return TestResult::discard()
}
let a = WordArea::new(gen_byte_index, gen_length);
let b = WordArea::new(gen_byte_index + 1, gen_length + 1);
TestResult::from_bool(a < b)
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}
}
}