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// SPDX-License-Identifier: GPL-2.0-or-later
// SPDX-FileCopyrightText: Copyright Andrew Tridgell <tridge@samba.org> 2002
// SPDX-FileCopyrightText: Copyright (C) 2017, 2023 Tsukasa OI <floss_ssdeep@irq.a4lg.com>
use crate::hash::{FuzzyHashData, fuzzy_norm_type};
use crate::hash::block::{
block_size, block_hash,
BlockSizeRelation,
BlockHashSize, ConstrainedBlockHashSize,
BlockHashSizes, ConstrainedBlockHashSizes
};
use crate::hash_dual::{
FuzzyHashDualData,
ReconstructionBlockSize, ConstrainedReconstructionBlockSize
};
use crate::macros::{optionally_unsafe, invariant};
/// Module that contains position array-related traits and implementations.
pub mod position_array;
/// Test-only utilities.
#[cfg(any(test, doc))]
mod test_utils;
#[cfg(test)]
mod tests;
use position_array::{
BlockHashPositionArray,
BlockHashPositionArrayData,
BlockHashPositionArrayImpl,
BlockHashPositionArrayImplInternal,
BlockHashPositionArrayImplMutInternal,
BlockHashPositionArrayRef,
BlockHashPositionArrayMutRef,
};
#[cfg(feature = "unchecked")]
use position_array::BlockHashPositionArrayImplUnchecked;
/// An efficient position array-based fuzzy hash comparison target.
///
/// It can be built from a normalized [`FuzzyHashData`] object and represents
/// the normalized contents of two block hashes as two position arrays.
///
/// Although that this structure is large, it is particularly useful if
/// you compare many of fuzzy hashes and you can fix one of the operands
/// (this is usually over 10 times faster than batched `fuzzy_compare` calls
/// in ssdeep 2.13). Even if we generate this object each time we compare
/// two fuzzy hashes, it's usually faster than `fuzzy_compare` in ssdeep 2.13.
///
/// In fact, if you just compare two fuzzy hashes in this crate, a temporary
/// [`FuzzyHashCompareTarget`] object containing two block hashes or
/// corresponding [half-baked object](BlockHashPositionArray) containing
/// one block hash, will be created from either side of the comparison.
///
/// See also:
/// * ["Fuzzy Hash Comparison" section of `FuzzyHashData`](FuzzyHashData#fuzzy-hash-comparison)
/// * ["Position Array Representation" section of `BlockHashPositionArrayData`](BlockHashPositionArrayData#position-array-representation)
/// for the details of internal representation
///
/// # Examples
///
/// ```rust
/// // Requires the global allocator to use `Vec` (default on std).
/// # #[cfg(feature = "alloc")]
/// # {
/// use ssdeep::{FuzzyHash, FuzzyHashCompareTarget};
///
/// // Brute force comparison
/// let hashes: Vec<FuzzyHash> = Vec::new();
/// /* ... add fuzzy hashes to `hashes` ... */
///
/// let mut target: FuzzyHashCompareTarget = FuzzyHashCompareTarget::new();
/// for hash1 in &hashes {
/// target.init_from(hash1);
/// for hash2 in &hashes {
/// let score = target.compare(hash2);
/// /* ... */
/// }
/// }
/// # }
/// ```
#[derive(Clone, Debug)]
pub struct FuzzyHashCompareTarget {
/// The position array representation of block hash 1.
///
/// See also:
/// * [`BlockHashPositionArrayData`]
/// * [`BlockHashPositionArrayImpl`]
/// * [`block_hash_1()`](Self::block_hash_1())
blockhash1: [u64; block_hash::ALPHABET_SIZE],
/// The position array representation of block hash 2.
///
/// See also:
/// * [`BlockHashPositionArrayData`]
/// * [`BlockHashPositionArrayImpl`]
/// * [`block_hash_2()`](Self::block_hash_2())
blockhash2: [u64; block_hash::ALPHABET_SIZE],
/// Length of the block hash 1 (up to [`block_hash::FULL_SIZE`]).
///
/// See also: [`block_hash_1()`](Self::block_hash_1())
len_blockhash1: u8,
/// Length of the block hash 2 (up to [`block_hash::FULL_SIZE`]).
///
/// See also: [`block_hash_2()`](Self::block_hash_2())
len_blockhash2: u8,
/// *Base-2 logarithm* form of the actual block size.
///
/// See also: ["Block Size" section of `FuzzyHashData`](FuzzyHashData#block-size)
log_blocksize: u8,
}
cfg_if::cfg_if! {
if #[cfg(not(feature = "unchecked"))] {
/// The return type of [`FuzzyHashCompareTarget::block_hash_1()`] and
/// [`FuzzyHashCompareTarget::block_hash_2()`].
macro_rules! compare_target_block_hash_pub_impl {
($a:lifetime) => {
impl $a + BlockHashPositionArrayImpl
};
}
/// The return type of [`FuzzyHashCompareTarget::block_hash_1_internal()`]
/// and [`FuzzyHashCompareTarget::block_hash_2_internal()`].
macro_rules! compare_target_block_hash_priv_impl {
($a:lifetime) => {
impl $a + BlockHashPositionArrayImpl + BlockHashPositionArrayImplInternal
};
}
}
else {
/// The return type of [`FuzzyHashCompareTarget::block_hash_1()`] and
/// [`FuzzyHashCompareTarget::block_hash_2()`].
macro_rules! compare_target_block_hash_pub_impl {
($a:lifetime) => {
impl $a + BlockHashPositionArrayImpl + BlockHashPositionArrayImplUnchecked
};
}
/// The return type of [`FuzzyHashCompareTarget::block_hash_1_internal()`]
/// and [`FuzzyHashCompareTarget::block_hash_2_internal()`].
macro_rules! compare_target_block_hash_priv_impl {
($a:lifetime) => {
impl $a + BlockHashPositionArrayImpl + BlockHashPositionArrayImplUnchecked + BlockHashPositionArrayImplInternal
};
}
}
}
impl FuzzyHashCompareTarget {
/// The minimum length of the common substring to compute edit distance
/// between two block hashes.
///
/// Use [`block_hash::MIN_LCS_FOR_COMPARISON`] instead.
///
/// # Incompatibility Notice
///
/// This constant will be removed on the version 0.3.0.
#[deprecated]
pub const MIN_LCS_FOR_BLOCKHASH: usize = block_hash::MIN_LCS_FOR_COMPARISON;
/// The lower bound (inclusive) of the *base-2 logarithm* form of
/// the block size in which the score capping is no longer required.
///
/// If `log_block_size` is equal to or larger than this value and `len1` and
/// `len2` are at least [`block_hash::MIN_LCS_FOR_COMPARISON`] in size,
/// [`Self::score_cap_on_block_hash_comparison`]`(log_block_size, len1, len2)`
/// is guaranteed to be `100` or greater.
///
/// The score "cap" is computed as
/// `(1 << log_block_size) * min(len1, len2)`.
/// If this always guaranteed to be `100` or greater,
/// capping the score is not longer required.
///
/// See also: ["Fuzzy Hash Comparison" section of `FuzzyHashData`](FuzzyHashData#fuzzy-hash-comparison)
///
/// # Backgrounds
///
/// ## Theorem
///
/// For all positive integers `a`, `b` and `c`, `a <= b * c` iff
/// `(a + b - 1) / b <= c` (where `ceil(a/b) == (a + b - 1) / b`).
///
/// This is proven by Z3 and (partially) Coq in the source code:
/// * Z3 + Python:
/// `dev/prover/compare/blocksize_capping_theorem.py`
/// * Coq (uses existing ceiling function instead of `(a + b - 1) / b`):
/// `dev/prover/compare/blocksize_capping_theorem.v`
///
/// ## The Minimum Score Cap
///
/// This is expressed as `(1 << log_block_size) * MIN_LCS_FOR_COMPARISON`
/// because both block hashes must at least as long as
/// [`block_hash::MIN_LCS_FOR_COMPARISON`] to perform edit distance-based
/// scoring.
///
/// ## Computing the Constant
///
/// Applying the theorem above,
/// `100 <= (1 << log_block_size) * MIN_LCS_FOR_COMPARISON`
/// is equivalent to
/// `(100 + MIN_LCS_FOR_COMPARISON - 1) / MIN_LCS_FOR_COMPARISON <= (1 << log_block_size)`.
///
/// This leads to the expression to define this constant.
pub const LOG_BLOCK_SIZE_CAPPING_BORDER: u8 =
((100 + block_hash::MIN_LCS_FOR_COMPARISON as u64 - 1) / block_hash::MIN_LCS_FOR_COMPARISON as u64)
.next_power_of_two().trailing_zeros() as u8;
/// Creates a new [`FuzzyHashCompareTarget`] object with empty contents.
///
/// This is equivalent to the fuzzy hash string `3::`.
#[inline]
pub fn new() -> Self {
FuzzyHashCompareTarget {
blockhash1: [0u64; block_hash::ALPHABET_SIZE],
blockhash2: [0u64; block_hash::ALPHABET_SIZE],
len_blockhash1: 0,
len_blockhash2: 0,
log_blocksize: 0,
}
}
/// The *base-2 logarithm* form of the comparison target's block size.
///
/// See also: ["Block Size" section of `FuzzyHashData`](FuzzyHashData#block-size)
#[inline(always)]
pub fn log_block_size(&self) -> u8 { self.log_blocksize }
/// The block size of the comparison target.
#[inline]
pub fn block_size(&self) -> u32 {
block_size::from_log_internal(self.log_blocksize)
}
/// Position array-based representation of the block hash 1.
///
/// This is the same as [`block_hash_1()`](Self::block_hash_1()) except that
/// it exposes some internals.
///
/// See also: [`block_hash_1()`](Self::block_hash_1())
///
/// # Examples (Public part)
///
/// Because this documentation test is not suitable for a part of the public
/// documentation, it is listed here.
///
/// ```
/// use ssdeep::{FuzzyHash, FuzzyHashCompareTarget};
/// use ssdeep::internal_comparison::{BlockHashPositionArrayData, BlockHashPositionArrayImpl};
///
/// let target = FuzzyHashCompareTarget::from(str::parse::<FuzzyHash>("3:ABCDEFGHIJKLMNOP:").unwrap());
/// let base_bh1: &[u8] = &[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15];
/// let base_bh1_mod: &[u8] = &[1, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15]; // [0] is replaced
/// let bh1 = target.block_hash_1();
///
/// assert!(bh1.is_valid()); // Should be always true
/// assert!(bh1.is_valid_and_normalized()); // Should be always true
/// assert_eq!(bh1.len(), base_bh1.len() as u8);
/// assert!( bh1.is_equiv(base_bh1));
/// assert!(!bh1.is_equiv(base_bh1_mod));
/// assert!(!bh1.is_equiv(&[0, 1, 2, 3, 4, 5, 6, 7])); // "ABCDEFGH" (subset)
/// assert!( bh1.has_common_substring(&[ 0, 1, 2, 3, 4, 5, 6, 7])); // 0..=6 or 1..=7 matches (enough length)
/// assert!(!bh1.has_common_substring(&[10, 11, 12, 13, 14, 15, 16, 17])); // 10..=15 matches but doesn't have enough length
/// assert_eq!(bh1.edit_distance(base_bh1), 0); // edit distance with itself
/// assert_eq!(bh1.edit_distance(base_bh1_mod), 2); // replace a character: cost 2
/// assert_eq!(bh1.score_strings_raw(base_bh1), 100); // compare with itself
/// assert_eq!(bh1.score_strings(base_bh1, 0), 16); // compare with itself, capped (block size 3)
///
/// #[cfg(feature = "unchecked")]
/// unsafe {
/// use ssdeep::internal_comparison::BlockHashPositionArrayImplUnchecked;
/// // Test unchecked counterparts
/// assert!( bh1.is_equiv_unchecked(base_bh1));
/// assert!(!bh1.is_equiv_unchecked(base_bh1_mod));
/// assert!(!bh1.is_equiv_unchecked(&[0, 1, 2, 3, 4, 5, 6, 7]));
/// assert!( bh1.has_common_substring_unchecked(&[ 0, 1, 2, 3, 4, 5, 6, 7]));
/// assert!(!bh1.has_common_substring_unchecked(&[10, 11, 12, 13, 14, 15, 16, 17]));
/// assert_eq!(bh1.edit_distance_unchecked(base_bh1), 0);
/// assert_eq!(bh1.edit_distance_unchecked(base_bh1_mod), 2);
/// assert_eq!(bh1.score_strings_raw_unchecked(base_bh1), 100);
/// assert_eq!(bh1.score_strings_unchecked(base_bh1, 0), 16);
/// }
/// ```
///
/// # Examples (Private part which should fail)
///
/// It allows access to internal functions of [`BlockHashPositionArrayImplInternal`].
///
/// In the examples below, it makes sure that they are not
/// accessible from outside.
///
/// ```compile_fail
/// # use ssdeep::{FuzzyHash, FuzzyHashCompareTarget};
/// # use ssdeep::internal_comparison::{BlockHashPositionArrayData, BlockHashPositionArrayImpl};
/// # let target = FuzzyHashCompareTarget::from(str::parse::<FuzzyHash>("3:ABCDEFGHIJKLMNOP:").unwrap());
/// # let base_bh1: &[u8] = &[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15];
/// let bh1 = target.block_hash_1();
/// assert!(bh1.is_equiv_internal(base_bh1));
/// ```
/// ```compile_fail
/// # use ssdeep::{FuzzyHash, FuzzyHashCompareTarget};
/// # use ssdeep::internal_comparison::{BlockHashPositionArrayData, BlockHashPositionArrayImpl};
/// # let target = FuzzyHashCompareTarget::from(str::parse::<FuzzyHash>("3:ABCDEFGHIJKLMNOP:").unwrap());
/// # let base_bh1: &[u8] = &[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15];
/// let bh1 = target.block_hash_1();
/// assert!(bh1.has_common_substring_internal(&[0, 1, 2, 3, 4, 5, 6, 7]));
/// ```
/// ```compile_fail
/// # use ssdeep::{FuzzyHash, FuzzyHashCompareTarget};
/// # use ssdeep::internal_comparison::{BlockHashPositionArrayData, BlockHashPositionArrayImpl};
/// # let target = FuzzyHashCompareTarget::from(str::parse::<FuzzyHash>("3:ABCDEFGHIJKLMNOP:").unwrap());
/// # let base_bh1: &[u8] = &[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15];
/// let bh1 = target.block_hash_1();
/// assert_eq!(bh1.edit_distance_internal(base_bh1), 0);
/// ```
/// ```compile_fail
/// # use ssdeep::{FuzzyHash, FuzzyHashCompareTarget};
/// # use ssdeep::internal_comparison::{BlockHashPositionArrayData, BlockHashPositionArrayImpl};
/// # let target = FuzzyHashCompareTarget::from(str::parse::<FuzzyHash>("3:ABCDEFGHIJKLMNOP:").unwrap());
/// # let base_bh1: &[u8] = &[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15];
/// let bh1 = target.block_hash_1();
/// assert_eq!(bh1.score_strings_raw_internal(base_bh1), 100);
/// ```
/// ```compile_fail
/// # use ssdeep::{FuzzyHash, FuzzyHashCompareTarget};
/// # use ssdeep::internal_comparison::{BlockHashPositionArrayData, BlockHashPositionArrayImpl};
/// # let target = FuzzyHashCompareTarget::from(str::parse::<FuzzyHash>("3:ABCDEFGHIJKLMNOP:").unwrap());
/// # let base_bh1: &[u8] = &[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15];
/// let bh1 = target.block_hash_1();
/// assert_eq!(bh1.score_strings_internal(base_bh1, 0), 16);
/// ```
#[inline(always)]
fn block_hash_1_internal(&self) -> compare_target_block_hash_priv_impl!('_) {
BlockHashPositionArrayRef(&self.blockhash1, &self.len_blockhash1)
}
/// Position array-based representation of the block hash 1.
///
/// This method provides raw access to the internal efficient block hash
/// representation and fast bit-parallel string functions.
///
/// You are not recommended to use this unless
/// you know the internal details deeply.
///
/// The result has the same lifetime as this object and implements
/// following traits:
///
/// * [`BlockHashPositionArrayData`]
/// * [`BlockHashPositionArrayImpl`]
/// * [`BlockHashPositionArrayImplUnchecked`]
/// (only if the `unchecked` feature is enabled)
#[inline(always)]
pub fn block_hash_1(&self) -> compare_target_block_hash_pub_impl!('_) {
// Expose a subset of block_hash_1_internal()
self.block_hash_1_internal()
}
/// Position array-based representation of the block hash 1.
///
/// This is internal only *and* mutable.
///
/// See also: [`block_hash_1()`](Self::block_hash_1())
///
/// # Examples (That should fail)
///
/// In the examples below, it makes sure that they are not
/// accessible from outside.
///
/// It allows access to internal functions of
/// [`BlockHashPositionArrayImplMut`](crate::compare::position_array::BlockHashPositionArrayImplMut)
/// and [`BlockHashPositionArrayImplMutInternal`].
///
/// ```compile_fail
/// # use ssdeep::{FuzzyHash, FuzzyHashCompareTarget};
/// # use ssdeep::internal_comparison::{BlockHashPositionArrayData, BlockHashPositionArrayImpl};
/// # let mut target = FuzzyHashCompareTarget::new();
/// # let base_bh1: &[u8] = &[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15];
/// let bh1 = target.block_hash_1();
/// assert!(bh1.init_from(base_bh1));
/// ```
/// ```compile_fail
/// # use ssdeep::{FuzzyHash, FuzzyHashCompareTarget};
/// # use ssdeep::internal_comparison::{BlockHashPositionArrayData, BlockHashPositionArrayImpl};
/// # let mut target = FuzzyHashCompareTarget::new();
/// # let base_bh1: &[u8] = &[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15];
/// let bh1 = target.block_hash_1();
/// assert!(bh1.set_len_internal(16));
/// ```
/// ```compile_fail
/// # use ssdeep::{FuzzyHash, FuzzyHashCompareTarget};
/// # use ssdeep::internal_comparison::{BlockHashPositionArrayData, BlockHashPositionArrayImpl};
/// # let mut target = FuzzyHashCompareTarget::new();
/// # let base_bh1: &[u8] = &[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15];
/// let bh1 = target.block_hash_1();
/// assert!(bh1.clear_representation_only());
/// ```
/// ```compile_fail
/// # use ssdeep::{FuzzyHash, FuzzyHashCompareTarget};
/// # use ssdeep::internal_comparison::{BlockHashPositionArrayData, BlockHashPositionArrayImpl};
/// # let mut target = FuzzyHashCompareTarget::new();
/// # let base_bh1: &[u8] = &[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15];
/// let bh1 = target.block_hash_1();
/// assert!(bh1.init_from_partial(base_bh1));
/// ```
#[inline(always)]
fn block_hash_1_mut(&mut self)
-> impl '_ + BlockHashPositionArrayImpl + BlockHashPositionArrayImplMutInternal
{
BlockHashPositionArrayMutRef(&mut self.blockhash1, &mut self.len_blockhash1)
}
/// Position array-based representation of the block hash 2.
///
/// This is the same as [`block_hash_2()`](Self::block_hash_2()) except that
/// it exposes some internals.
///
/// See also: [`block_hash_1_internal()`](Self::block_hash_1_internal())
#[inline(always)]
fn block_hash_2_internal(&self) -> compare_target_block_hash_priv_impl!('_) {
BlockHashPositionArrayRef(&self.blockhash2, &self.len_blockhash2)
}
/// Position array-based representation of the block hash 2.
///
/// See also: [`block_hash_1()`](Self::block_hash_1())
#[inline(always)]
pub fn block_hash_2(&self) -> compare_target_block_hash_pub_impl!('_) {
// Expose a subset of block_hash_2_internal()
self.block_hash_2_internal()
}
/// Position array-based representation of the block hash 2.
///
/// This is internal only *and* mutable.
///
/// See also: [`block_hash_1_mut()`](Self::block_hash_1_mut())
#[inline(always)]
fn block_hash_2_mut(&mut self)
-> impl '_ + BlockHashPositionArrayImpl + BlockHashPositionArrayImplMutInternal
{
BlockHashPositionArrayMutRef(&mut self.blockhash2, &mut self.len_blockhash2)
}
/// Performs full equality checking of the internal structure.
///
/// This type intentionally lacks the implementation of [`PartialEq`]
/// because of its large size. However, there's a case where we need to
/// compare two comparison targets.
///
/// The primary purpose of this is debugging and it compares all internal
/// members inside the structure (just like auto-generated
/// [`PartialEq::eq()`]).
///
/// Note that, despite that it is only relevant to users when the
/// `unchecked` feature is enabled but made public without any features
/// because this method is not *unsafe* or *unchecked* in any way.
pub fn full_eq(&self, other: &Self) -> bool {
// The contents of this method is auto-generated by rust-analyzer
// (the only modification is the indentation).
self.blockhash1 == other.blockhash1 &&
self.blockhash2 == other.blockhash2 &&
self.len_blockhash1 == other.len_blockhash1 &&
self.len_blockhash2 == other.len_blockhash2 &&
self.log_blocksize == other.log_blocksize
}
/// Initialize the object from a given fuzzy hash
/// (without clearing the position arrays).
///
/// This method is intended to be used just after clearing the position
/// arrays (i.e. just after the initialization).
#[inline]
fn init_from_partial<const S1: usize, const S2: usize>(
&mut self,
hash: impl AsRef<fuzzy_norm_type!(S1, S2)>
)
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
let hash = hash.as_ref();
debug_assert!((hash.len_blockhash1 as usize) <= S1);
debug_assert!((hash.len_blockhash2 as usize) <= S2);
debug_assert!(block_size::is_log_valid(hash.log_blocksize));
self.len_blockhash1 = hash.len_blockhash1;
self.len_blockhash2 = hash.len_blockhash2;
self.log_blocksize = hash.log_blocksize;
// Initialize position arrays based on the original block hashes
self.block_hash_1_mut().init_from_partial(hash.block_hash_1());
self.block_hash_2_mut().init_from_partial(hash.block_hash_2());
}
/// Initialize the object from a given fuzzy hash.
#[inline]
pub fn init_from<const S1: usize, const S2: usize>(
&mut self,
hash: impl AsRef<fuzzy_norm_type!(S1, S2)>
)
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
self.block_hash_1_mut().clear_representation_only();
self.block_hash_2_mut().clear_representation_only();
self.init_from_partial(hash);
}
/// Compare whether two fuzzy hashes are equivalent
/// (except for their block size).
#[inline]
fn is_equiv_except_block_size<const S1: usize, const S2: usize>(
&self,
hash: impl AsRef<fuzzy_norm_type!(S1, S2)>
) -> bool
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
let hash = hash.as_ref();
self.block_hash_1_internal().is_equiv_internal(hash.block_hash_1()) &&
self.block_hash_2_internal().is_equiv_internal(hash.block_hash_2())
}
/// Compare whether two fuzzy hashes are equivalent.
#[inline(always)]
pub fn is_equiv<const S1: usize, const S2: usize>(
&self,
hash: impl AsRef<fuzzy_norm_type!(S1, S2)>
) -> bool
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
let hash = hash.as_ref();
if self.log_blocksize != hash.log_blocksize {
return false;
}
self.is_equiv_except_block_size(hash)
}
/// The internal implementation of [`Self::raw_score_by_edit_distance_unchecked()`].
#[inline(always)]
fn raw_score_by_edit_distance_internal(
len_block_hash_lhs: u32,
len_block_hash_rhs: u32,
edit_distance: u32
) -> u32
{
// Scale the raw edit distance to a 0 to 100 score (familiar to humans).
debug_assert!(len_block_hash_lhs >= block_hash::MIN_LCS_FOR_COMPARISON as u32);
debug_assert!(len_block_hash_rhs >= block_hash::MIN_LCS_FOR_COMPARISON as u32);
debug_assert!(len_block_hash_lhs <= block_hash::FULL_SIZE as u32);
debug_assert!(len_block_hash_rhs <= block_hash::FULL_SIZE as u32);
debug_assert!(edit_distance <= len_block_hash_lhs + len_block_hash_rhs - 2 * block_hash::MIN_LCS_FOR_COMPARISON as u32);
optionally_unsafe! {
// rustc/LLVM cannot prove that
// (len_block_hash_lhs + len_block_hash_rhs)
// <= block_hash::MIN_LCS_FOR_COMPARISON * 2.
// Place this invariant to avoid division-by-zero checking.
invariant!((len_block_hash_lhs + len_block_hash_rhs) > 0);
}
/*
Possible arithmetic operations to check overflow:
1. (block_hash::FULL_SIZE * 2) * block_hash::FULL_SIZE
2. 100 * block_hash::FULL_SIZE
*/
100 - (100 * (
(edit_distance * block_hash::FULL_SIZE as u32)
/ (len_block_hash_lhs + len_block_hash_rhs) // grcov-excl-br-line:DIVZERO
)) / block_hash::FULL_SIZE as u32
}
/// Returns the raw score (without capping) based on the lengths of block
/// hashes and the edit distance between them.
///
/// This method assumes that following constraints are satisfied.
///
/// # Incompatibility Notice
///
/// The types of `len_block_hash_lhs` and `len_block_hash_rhs` will be
/// changed from [`u32`] to [`u8`] on the version 0.3.
///
/// # Safety
///
/// * Both `len_block_hash_lhs` and `len_block_hash_rhs` must satisfy:
/// * Equal to or greater than [`MIN_LCS_FOR_COMPARISON`](crate::block_hash::MIN_LCS_FOR_COMPARISON),
/// * Equal to or less than [`FULL_SIZE`](crate::block_hash::FULL_SIZE).
///
/// * `edit_distance` must be equal to or less than
/// `len_block_hash_lhs + len_block_hash_rhs - 2 * MIN_LCS_FOR_COMPARISON`.
///
/// This constraint comes from the constraints of the lengths and the
/// fact that we shall have a common substring of the length
/// [`MIN_LCS_FOR_COMPARISON`](crate::block_hash::MIN_LCS_FOR_COMPARISON)
/// to perform an edit distance-based comparison (reducing maximum
/// possible edit distance by `2 * MIN_LCS_FOR_COMPARISON`).
///
/// If they are not satisfied, it will return a meaningless score.
#[cfg(feature = "unchecked")]
#[allow(unsafe_code)]
#[inline(always)]
pub unsafe fn raw_score_by_edit_distance_unchecked(
len_block_hash_lhs: u32,
len_block_hash_rhs: u32,
edit_distance: u32
) -> u32
{
Self::raw_score_by_edit_distance_internal(
len_block_hash_lhs,
len_block_hash_rhs,
edit_distance
)
}
/// Returns the raw score (without capping) based on the lengths of block
/// hashes and the edit distance between them.
///
/// This method scales the edit distance to the `0..=100` score familiar to
/// humans (`100` means a perfect match, smaller the score, lower
/// the similarity).
///
/// Note that it doesn't perform any [score capping](Self::score_cap_on_block_hash_comparison())
/// (that should be performed on [smaller block sizes](Self::LOG_BLOCK_SIZE_CAPPING_BORDER)).
///
/// See also: ["Fuzzy Hash Comparison" section of `FuzzyHashData`](FuzzyHashData#fuzzy-hash-comparison)
///
/// # Incompatibility Notice
///
/// The types of `len_block_hash_lhs` and `len_block_hash_rhs` will be
/// changed from [`u32`] to [`u8`] on the version 0.3.
///
/// # Usage Constraints
///
/// * Both `len_block_hash_lhs` and `len_block_hash_rhs` must satisfy:
/// * Equal to or greater than [`MIN_LCS_FOR_COMPARISON`](crate::block_hash::MIN_LCS_FOR_COMPARISON),
/// * Equal to or less than [`FULL_SIZE`](crate::block_hash::FULL_SIZE).
///
/// * `edit_distance` must be equal to or less than
/// `len_block_hash_lhs + len_block_hash_rhs - 2 * MIN_LCS_FOR_COMPARISON`.
///
/// This constraint comes from the constraints of the lengths and the
/// fact that we shall have a common substring of the length
/// [`MIN_LCS_FOR_COMPARISON`](crate::block_hash::MIN_LCS_FOR_COMPARISON)
/// to perform an edit distance-based comparison (reducing maximum
/// possible edit distance by `2 * MIN_LCS_FOR_COMPARISON`).
///
/// # Useful Property
///
/// If all arguments are valid, the return value (the raw score) is
/// guaranteed to be greater than zero. Along with the property of the
/// [score capping](Self::score_cap_on_block_hash_comparison()), it means
/// that we should have a non-zero score if we can perform an edit
/// distance-based comparison.
#[inline(always)]
pub fn raw_score_by_edit_distance(
len_block_hash_lhs: u32,
len_block_hash_rhs: u32,
edit_distance: u32
) -> u32
{
// Scale the raw edit distance to a 0 to 100 score (familiar to humans).
assert!(len_block_hash_lhs >= block_hash::MIN_LCS_FOR_COMPARISON as u32);
assert!(len_block_hash_rhs >= block_hash::MIN_LCS_FOR_COMPARISON as u32);
assert!(len_block_hash_lhs <= block_hash::FULL_SIZE as u32);
assert!(len_block_hash_rhs <= block_hash::FULL_SIZE as u32);
assert!(edit_distance <= len_block_hash_lhs + len_block_hash_rhs - 2 * block_hash::MIN_LCS_FOR_COMPARISON as u32);
Self::raw_score_by_edit_distance_internal(
len_block_hash_lhs,
len_block_hash_rhs,
edit_distance
)
}
/// The internal implementation of [`Self::score_cap_on_block_hash_comparison_unchecked()`].
#[inline(always)]
fn score_cap_on_block_hash_comparison_internal(
log_block_size: u8,
len_block_hash_lhs: u8,
len_block_hash_rhs: u8
) -> u32
{
optionally_unsafe! {
invariant!(log_block_size < FuzzyHashCompareTarget::LOG_BLOCK_SIZE_CAPPING_BORDER);
}
(1u32 << log_block_size) * u32::min(len_block_hash_lhs as u32, len_block_hash_rhs as u32)
}
/// Returns the "score cap" for a given block size and two block hash
/// lengths, assuming that block size and block hash lengths are small
/// enough so that no arithmetic overflow will occur.
///
/// # Safety
///
/// * `log_block_size` must be less than
/// [`FuzzyHashCompareTarget::LOG_BLOCK_SIZE_CAPPING_BORDER`](Self::LOG_BLOCK_SIZE_CAPPING_BORDER).
/// * Both `len_block_hash_lhs` and `len_block_hash_rhs` must not exceed
/// [`block_hash::FULL_SIZE`].
///
/// Otherwise, it may cause an arithmetic overflow and return an
/// useless value.
#[cfg(feature = "unchecked")]
#[allow(unsafe_code)]
#[inline(always)]
pub unsafe fn score_cap_on_block_hash_comparison_unchecked(
log_block_size: u8,
len_block_hash_lhs: u8,
len_block_hash_rhs: u8
) -> u32
{
Self::score_cap_on_block_hash_comparison_internal(
log_block_size,
len_block_hash_lhs,
len_block_hash_rhs
)
}
/// Returns the "score cap" for a given block size and
/// two block hash lengths.
///
/// The internal block hash comparison method "caps" the score to prevent
/// exaggerating the matches that are not meaningful enough. This behavior
/// depends on the block size (the "cap" gets higher as the block size gets
/// higher) and the minimum of block hash lengths.
///
/// The result is not always guaranteed to be in `0..=100` but `100` or
/// higher means that we don't need any score capping.
///
/// If at least one of the arguments `len_block_hash_lhs` and
/// `len_block_hash_rhs` are less than
/// [`block_hash::MIN_LCS_FOR_COMPARISON`], the result is
/// implementation-defined.
///
/// If all arguments are valid and `log_block_size` is
/// [large enough](Self::LOG_BLOCK_SIZE_CAPPING_BORDER),
/// `100` or greater will be returned, meaning that the score capping is
/// no longer required.
///
/// See also: ["Fuzzy Hash Comparison" section of `FuzzyHashData`](FuzzyHashData#fuzzy-hash-comparison)
///
/// # Compatibility Note
///
/// While this method is completely safe even if semantically-invalid
/// parameters are specified (due to arithmetic properties of internal
/// computation and a safety measure in this method), following semantic
/// constraints may be added on the future versions:
///
/// * `log_block_size` [must be valid](block_size::is_log_valid)
/// or must be equal to [`block_size::NUM_VALID`] (this value itself is
/// not valid as a block size for a fuzzy hash object but will be valid
/// on this method).
/// * Both `len_block_hash_lhs` and `len_block_hash_rhs` must not exceed
/// [`block_hash::FULL_SIZE`].
///
/// If at least one of the arguments `len_block_hash_lhs` and
/// `len_block_hash_rhs` are less than
/// [`block_hash::MIN_LCS_FOR_COMPARISON`], this is semantically-invalid.
/// We haven't determined whether we need to reject those cases but at
/// least implementation-defined (may cause a panic in the future).
///
/// # Useful Property
///
/// If all arguments are valid and both `len_block_hash_lhs` and
/// `len_block_hash_rhs` are non-zero, the return value (the score cap) is
/// guaranteed to be greater than zero. Along with the property of the
/// [raw scoring](Self::raw_score_by_edit_distance()), it means that we
/// should have a non-zero score if we can perform an edit distance-based
/// comparison.
#[inline(always)]
pub fn score_cap_on_block_hash_comparison(
log_block_size: u8,
len_block_hash_lhs: u8,
len_block_hash_rhs: u8
) -> u32
{
// assert!((log_block_size as usize) <= block_size::NUM_VALID);
// assert!((len_block_hash_lhs as usize) >= block_hash::MIN_LCS_FOR_COMPARISON);
// assert!((len_block_hash_rhs as usize) >= block_hash::MIN_LCS_FOR_COMPARISON);
// assert!((len_block_hash_lhs as usize) <= block_hash::FULL_SIZE);
// assert!((len_block_hash_rhs as usize) <= block_hash::FULL_SIZE);
if log_block_size >= FuzzyHashCompareTarget::LOG_BLOCK_SIZE_CAPPING_BORDER {
100
}
else {
Self::score_cap_on_block_hash_comparison_internal(
log_block_size,
len_block_hash_lhs,
len_block_hash_rhs
)
}
}
}
impl Default for FuzzyHashCompareTarget {
fn default() -> Self {
Self::new()
}
}
impl FuzzyHashCompareTarget {
/// Performs full validity checking of the internal structure.
///
/// The primary purpose of this is debugging and it should always
/// return [`true`] unless...
///
/// * There is a bug in this crate, corrupting this structure or
/// * A memory corruption is occurred somewhere else.
///
/// Because of its purpose, this method is not designed to be fast.
///
/// Note that, despite that it is only relevant to users when the
/// `unchecked` feature is enabled but made public without any features
/// because this method is not *unsafe* or *unchecked* in any way.
pub fn is_valid(&self) -> bool {
block_size::is_log_valid(self.log_blocksize)
&& self.block_hash_1_internal().is_valid_and_normalized()
&& self.block_hash_2_internal().is_valid_and_normalized()
}
/// The internal implementation of [`Self::compare_unequal_near_eq_unchecked()`].
#[inline]
fn compare_unequal_near_eq_internal<const S1: usize, const S2: usize>(
&self,
other: impl AsRef<fuzzy_norm_type!(S1, S2)>
) -> u32
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
let other = other.as_ref();
debug_assert!(!self.is_equiv(other));
debug_assert!(block_size::is_near_eq(self.log_blocksize, other.log_blocksize));
u32::max(
self.block_hash_1_internal().score_strings_internal(
other.block_hash_1(),
self.log_blocksize
),
self.block_hash_2_internal().score_strings_internal(
other.block_hash_2(),
self.log_blocksize + 1
)
)
}
/// Compare two fuzzy hashes assuming both are different and their
/// block sizes have a relation of [`BlockSizeRelation::NearEq`].
///
/// # Safety
///
/// * Both fuzzy hashes must be different.
/// * Both fuzzy hashes (`self` and `other`) must have
/// block size relation of [`BlockSizeRelation::NearEq`].
///
/// If they are not satisfied, it will return a meaningless score.
#[cfg(feature = "unchecked")]
#[allow(unsafe_code)]
#[inline(always)]
pub unsafe fn compare_unequal_near_eq_unchecked<const S1: usize, const S2: usize>(
&self,
other: impl AsRef<fuzzy_norm_type!(S1, S2)>
) -> u32
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
self.compare_unequal_near_eq_internal(other)
}
/// *Slow*: Compare two fuzzy hashes assuming both are different and
/// their block sizes have a relation of [`BlockSizeRelation::NearEq`].
///
/// # Usage Constraints
///
/// * Both fuzzy hashes must be different.
/// * Both fuzzy hashes (`self` and `other`) must have
/// block size relation of [`BlockSizeRelation::NearEq`].
///
/// # Performance Consideration
///
/// This method's performance is not good enough (because of constraint
/// checking).
///
/// Use those instead:
/// * [`compare_near_eq()`](Self::compare_near_eq()) (checked)
/// * [`compare_unequal_near_eq_unchecked()`](Self::compare_unequal_near_eq_unchecked())
/// (unchecked)
#[inline(always)]
pub fn compare_unequal_near_eq<const S1: usize, const S2: usize>(
&self,
other: impl AsRef<fuzzy_norm_type!(S1, S2)>
) -> u32
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
let other = other.as_ref();
assert!(!self.is_equiv(other));
assert!(block_size::is_near_eq(self.log_blocksize, other.log_blocksize));
self.compare_unequal_near_eq_internal(other)
}
/// The internal implementation of [`Self::compare_near_eq_unchecked()`].
#[inline]
fn compare_near_eq_internal<const S1: usize, const S2: usize>(
&self,
other: impl AsRef<fuzzy_norm_type!(S1, S2)>
) -> u32
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
let other = other.as_ref();
debug_assert!(block_size::is_near_eq(self.log_blocksize, other.log_blocksize));
if self.is_equiv_except_block_size(other) {
return 100;
}
self.compare_unequal_near_eq_internal(other)
}
/// Compare two fuzzy hashes assuming their block sizes have
/// a relation of [`BlockSizeRelation::NearEq`].
///
/// # Safety
///
/// * Both fuzzy hashes (`self` and `other`) must have
/// block size relation of [`BlockSizeRelation::NearEq`].
///
/// If the condition above is not satisfied, it will return
/// a meaningless score.
#[cfg(feature = "unchecked")]
#[allow(unsafe_code)]
#[inline(always)]
pub unsafe fn compare_near_eq_unchecked<const S1: usize, const S2: usize>(
&self,
other: impl AsRef<fuzzy_norm_type!(S1, S2)>
) -> u32
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
self.compare_near_eq_internal(other)
}
/// Compare two fuzzy hashes assuming their block sizes have
/// a relation of [`BlockSizeRelation::NearEq`].
///
/// # Usage Constraints
///
/// * Both fuzzy hashes (`self` and `other`) must have
/// block size relation of [`BlockSizeRelation::NearEq`].
#[inline(always)]
pub fn compare_near_eq<const S1: usize, const S2: usize>(
&self,
other: impl AsRef<fuzzy_norm_type!(S1, S2)>
) -> u32
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
let other = other.as_ref();
assert!(block_size::is_near_eq(self.log_blocksize, other.log_blocksize));
self.compare_near_eq_internal(other)
}
/// The internal implementation of [`Self::compare_unequal_near_lt_unchecked()`].
#[inline(always)]
fn compare_unequal_near_lt_internal<const S1: usize, const S2: usize>(
&self,
other: impl AsRef<fuzzy_norm_type!(S1, S2)>
) -> u32
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
let other = other.as_ref();
debug_assert!(block_size::is_near_lt(self.log_blocksize, other.log_blocksize));
self.block_hash_2_internal().score_strings_internal(
other.block_hash_1(),
other.log_blocksize
)
}
/// Compare two fuzzy hashes assuming both are different and their
/// block sizes have a relation of [`BlockSizeRelation::NearLt`].
///
/// # Safety
///
/// * Both fuzzy hashes (`self` and `other`) must have
/// block size relation of [`BlockSizeRelation::NearLt`].
///
/// If they are not satisfied, it will return a meaningless score.
#[cfg(feature = "unchecked")]
#[allow(unsafe_code)]
#[inline(always)]
pub unsafe fn compare_unequal_near_lt_unchecked<const S1: usize, const S2: usize>(
&self,
other: impl AsRef<fuzzy_norm_type!(S1, S2)>
) -> u32
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
self.compare_unequal_near_lt_internal(other)
}
/// Compare two fuzzy hashes assuming both are different and their
/// block sizes have a relation of [`BlockSizeRelation::NearLt`].
///
/// # Usage Constraints
///
/// * Both fuzzy hashes (`self` and `other`) must have
/// block size relation of [`BlockSizeRelation::NearLt`].
#[inline(always)]
pub fn compare_unequal_near_lt<const S1: usize, const S2: usize>(
&self,
other: impl AsRef<fuzzy_norm_type!(S1, S2)>
) -> u32
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
let other = other.as_ref();
assert!(block_size::is_near_lt(self.log_blocksize, other.log_blocksize));
self.compare_unequal_near_lt_internal(other)
}
/// The internal implementation of [`Self::compare_unequal_near_gt_unchecked()`].
#[inline(always)]
fn compare_unequal_near_gt_internal<const S1: usize, const S2: usize>(
&self,
other: impl AsRef<fuzzy_norm_type!(S1, S2)>
) -> u32
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
let other = other.as_ref();
debug_assert!(block_size::is_near_gt(self.log_blocksize, other.log_blocksize));
self.block_hash_1_internal().score_strings_internal(
other.block_hash_2(),
self.log_blocksize
)
}
/// Compare two fuzzy hashes assuming both are different and their
/// block sizes have a relation of [`BlockSizeRelation::NearGt`].
///
/// # Safety
///
/// * Both fuzzy hashes (`self` and `other`) must have
/// block size relation of [`BlockSizeRelation::NearGt`].
///
/// If they are not satisfied, it will return a meaningless score.
#[cfg(feature = "unchecked")]
#[allow(unsafe_code)]
#[inline(always)]
pub unsafe fn compare_unequal_near_gt_unchecked<const S1: usize, const S2: usize>(
&self,
other: impl AsRef<fuzzy_norm_type!(S1, S2)>
) -> u32
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
self.compare_unequal_near_gt_internal(other)
}
/// Compare two fuzzy hashes assuming both are different and their
/// block sizes have a relation of [`BlockSizeRelation::NearGt`].
///
/// # Usage Constraints
///
/// * Both fuzzy hashes (`self` and `other`) must have
/// block size relation of [`BlockSizeRelation::NearGt`].
#[inline(always)]
pub fn compare_unequal_near_gt<const S1: usize, const S2: usize>(
&self,
other: impl AsRef<fuzzy_norm_type!(S1, S2)>
) -> u32
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
let other = other.as_ref();
assert!(block_size::is_near_gt(self.log_blocksize, other.log_blocksize));
self.compare_unequal_near_gt_internal(other)
}
/// The internal implementation of [`Self::compare_unequal_unchecked()`].
#[inline]
fn compare_unequal_internal<const S1: usize, const S2: usize>(
&self,
other: impl AsRef<fuzzy_norm_type!(S1, S2)>
) -> u32
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
let other = other.as_ref();
debug_assert!(!self.is_equiv(other));
match block_size::compare_sizes(self.log_blocksize, other.log_blocksize) {
BlockSizeRelation::Far => 0,
BlockSizeRelation::NearEq => self.compare_unequal_near_eq_internal(other),
BlockSizeRelation::NearLt => self.compare_unequal_near_lt_internal(other),
BlockSizeRelation::NearGt => self.compare_unequal_near_gt_internal(other),
}
}
/// Compare two normalized fuzzy hashes assuming both are different.
///
/// # Safety
///
/// * Both fuzzy hashes (`self` and `other`) must be different.
///
/// If the condition above is not satisfied, it will return
/// a meaningless score.
#[cfg(feature = "unchecked")]
#[allow(unsafe_code)]
#[inline(always)]
pub unsafe fn compare_unequal_unchecked<const S1: usize, const S2: usize>(
&self,
other: impl AsRef<fuzzy_norm_type!(S1, S2)>
) -> u32
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
self.compare_unequal_internal(other)
}
/// *Slow*: Compare two normalized fuzzy hashes assuming
/// both are different.
///
/// # Usage Constraints
///
/// * Both fuzzy hashes (`self` and `other`) must be different.
///
/// # Performance Consideration
///
/// This method's performance is not good enough (because of the constraint
/// checking).
///
/// Use those instead:
/// * [`compare()`](Self::compare()) (checked)
/// * [`compare_unequal_unchecked()`](Self::compare_unequal_unchecked())
/// (unchecked)
#[inline(always)]
pub fn compare_unequal<const S1: usize, const S2: usize>(
&self,
other: impl AsRef<fuzzy_norm_type!(S1, S2)>
) -> u32
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
let other = other.as_ref();
assert!(!self.is_equiv(other));
self.compare_unequal_internal(other)
}
/// Compares two normalized fuzzy hashes.
#[inline]
pub fn compare<const S1: usize, const S2: usize>(
&self,
other: impl AsRef<fuzzy_norm_type!(S1, S2)>
) -> u32
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
let other = other.as_ref();
match block_size::compare_sizes(self.log_blocksize, other.log_blocksize) {
BlockSizeRelation::Far => 0,
BlockSizeRelation::NearEq => self.compare_near_eq_internal(other),
BlockSizeRelation::NearLt => self.compare_unequal_near_lt_internal(other),
BlockSizeRelation::NearGt => self.compare_unequal_near_gt_internal(other),
}
}
/// The internal implementation of [`Self::is_comparison_candidate_near_eq_unchecked()`].
#[inline]
fn is_comparison_candidate_near_eq_internal<const S1: usize, const S2: usize>(
&self,
other: impl AsRef<fuzzy_norm_type!(S1, S2)>
) -> bool
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
let other = other.as_ref();
debug_assert!(block_size::is_near_eq(self.log_blocksize, other.log_blocksize));
self.block_hash_1_internal().has_common_substring_internal(other.block_hash_1()) ||
self.block_hash_2_internal().has_common_substring_internal(other.block_hash_2())
}
/// Tests whether `other` is a candidate for edit distance-based comparison
/// assuming that their block sizes have a relation of
/// [`BlockSizeRelation::NearEq`].
///
/// See also: [`is_comparison_candidate()`](Self::is_comparison_candidate())
///
/// # Safety
///
/// * Both fuzzy hashes (`self` and `other`) must have
/// block size relation of [`BlockSizeRelation::NearEq`].
///
/// If the condition above is not satisfied, it will return
/// a meaningless value.
#[cfg(feature = "unchecked")]
#[allow(unsafe_code)]
#[inline(always)]
pub unsafe fn is_comparison_candidate_near_eq_unchecked<const S1: usize, const S2: usize>(
&self,
other: impl AsRef<fuzzy_norm_type!(S1, S2)>
) -> bool
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
self.is_comparison_candidate_near_eq_internal(other)
}
/// Tests whether `other` is a candidate for edit distance-based comparison
/// assuming that their block sizes have a relation of
/// [`BlockSizeRelation::NearEq`].
///
/// See also: [`is_comparison_candidate()`](Self::is_comparison_candidate())
///
/// # Usage Constraints
///
/// * Both fuzzy hashes (`self` and `other`) must have
/// block size relation of [`BlockSizeRelation::NearEq`].
#[inline(always)]
pub fn is_comparison_candidate_near_eq<const S1: usize, const S2: usize>(
&self,
other: impl AsRef<fuzzy_norm_type!(S1, S2)>
) -> bool
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
let other = other.as_ref();
assert!(block_size::is_near_eq(self.log_blocksize, other.log_blocksize));
self.is_comparison_candidate_near_eq_internal(other)
}
/// The internal implementation of [`Self::is_comparison_candidate_near_lt_unchecked()`].
#[inline]
fn is_comparison_candidate_near_lt_internal<const S1: usize, const S2: usize>(
&self,
other: impl AsRef<fuzzy_norm_type!(S1, S2)>
) -> bool
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
let other = other.as_ref();
debug_assert!(block_size::is_near_lt(self.log_blocksize, other.log_blocksize));
self.block_hash_2_internal().has_common_substring_internal(other.block_hash_1())
}
/// Tests whether `other` is a candidate for edit distance-based comparison
/// assuming that their block sizes have a relation of
/// [`BlockSizeRelation::NearLt`].
///
/// See also: [`is_comparison_candidate()`](Self::is_comparison_candidate())
///
/// # Safety
///
/// * Both fuzzy hashes (`self` and `other`) must have
/// block size relation of [`BlockSizeRelation::NearLt`].
///
/// If the condition above is not satisfied, it will return
/// a meaningless value.
#[cfg(feature = "unchecked")]
#[allow(unsafe_code)]
#[inline(always)]
pub unsafe fn is_comparison_candidate_near_lt_unchecked<const S1: usize, const S2: usize>(
&self,
other: impl AsRef<fuzzy_norm_type!(S1, S2)>
) -> bool
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
self.is_comparison_candidate_near_lt_internal(other)
}
/// Tests whether `other` is a candidate for edit distance-based comparison
/// assuming that their block sizes have a relation of
/// [`BlockSizeRelation::NearLt`].
///
/// See also: [`is_comparison_candidate()`](Self::is_comparison_candidate())
///
/// # Usage Constraints
///
/// * Both fuzzy hashes (`self` and `other`) must have
/// block size relation of [`BlockSizeRelation::NearLt`].
#[inline(always)]
pub fn is_comparison_candidate_near_lt<const S1: usize, const S2: usize>(
&self,
other: impl AsRef<fuzzy_norm_type!(S1, S2)>
) -> bool
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
let other = other.as_ref();
assert!(block_size::is_near_lt(self.log_blocksize, other.log_blocksize));
self.is_comparison_candidate_near_lt_internal(other)
}
/// The internal implementation of [`Self::is_comparison_candidate_near_gt_unchecked()`].
#[inline]
fn is_comparison_candidate_near_gt_internal<const S1: usize, const S2: usize>(
&self,
other: impl AsRef<fuzzy_norm_type!(S1, S2)>
) -> bool
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
let other = other.as_ref();
debug_assert!(block_size::is_near_gt(self.log_blocksize, other.log_blocksize));
self.block_hash_1_internal().has_common_substring_internal(other.block_hash_2())
}
/// Tests whether `other` is a candidate for edit distance-based comparison
/// assuming that their block sizes have a relation of
/// [`BlockSizeRelation::NearGt`].
///
/// See also: [`is_comparison_candidate()`](Self::is_comparison_candidate())
///
/// # Safety
///
/// * Both fuzzy hashes (`self` and `other`) must have
/// block size relation of [`BlockSizeRelation::NearGt`].
///
/// If the condition above is not satisfied, it will return
/// a meaningless value.
#[cfg(feature = "unchecked")]
#[allow(unsafe_code)]
#[inline(always)]
pub unsafe fn is_comparison_candidate_near_gt_unchecked<const S1: usize, const S2: usize>(
&self,
other: impl AsRef<fuzzy_norm_type!(S1, S2)>
) -> bool
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
self.is_comparison_candidate_near_gt_internal(other)
}
/// Tests whether `other` is a candidate for edit distance-based comparison
/// assuming that their block sizes have a relation of
/// [`BlockSizeRelation::NearGt`].
///
/// See also: [`is_comparison_candidate()`](Self::is_comparison_candidate())
///
/// # Usage Constraints
///
/// * Both fuzzy hashes (`self` and `other`) must have
/// block size relation of [`BlockSizeRelation::NearGt`].
#[inline(always)]
pub fn is_comparison_candidate_near_gt<const S1: usize, const S2: usize>(
&self,
other: impl AsRef<fuzzy_norm_type!(S1, S2)>
) -> bool
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
let other = other.as_ref();
assert!(block_size::is_near_gt(self.log_blocksize, other.log_blocksize));
self.is_comparison_candidate_near_gt_internal(other)
}
/// Tests whether `other` is a candidate for edit distance-based comparison.
///
/// If this function returns [`false`] **and** `self` and `other` are not
/// [equivalent](Self::is_equiv()), their similarity will be
/// calculated to 0.
///
/// # Use Case (Example)
///
/// This operation is useful to divide a set of *unique* (normalized)
/// fuzzy hashes into smaller distinct sets. The similarity score can be
/// non-zero if and only if two fuzzy hashes belong to the same set.
///
/// # Safety (Warning)
///
/// This function (and its variants) can return [`false`] if `self` and
/// `other` are equivalent (the base fuzzy hash object of `self` and `other`
/// are the same). In this case, their similarity score is `100`.
///
/// Because of this, we have to use a set of *unique* fuzzy hash values
/// on the use case above to prevent false-negative matches.
///
/// See ["Fuzzy Hash Comparison" section of `FuzzyHashData`](FuzzyHashData#fuzzy-hash-comparison)
/// for the reason why we need to care about those cases.
///
/// # Useful Property
///
/// If two fuzzy hashes are correctly provided and this method (or its
/// family) returns [`true`], the similarity score is guaranteed to be
/// greater than zero.
///
/// This property can be used to simplify clustering since we are able to
/// prove that the similarity score of two *different* fuzzy hashes is
/// non-zero if this method (or its family) returns [`true`] (i.e. no actual
/// comparison is required to split clusters on single-linkage clustering).
///
/// # Advanced Topic: Implementing Equivalents
///
/// While this method family can be important to preprocessing on
/// single-linkage clustering, it can be inefficient as the number of fuzzy
/// hash increases.
/// On such cases, precomputing useful information to compute "comparison
/// candidate" relations will help.
///
/// [`FuzzyHashData::block_hash_1_windows()`] and family methods provide
/// window access to block hash windows to enable implementing functionality
/// equivalent to this method family.
#[inline]
pub fn is_comparison_candidate<const S1: usize, const S2: usize>(
&self,
other: impl AsRef<fuzzy_norm_type!(S1, S2)>
) -> bool
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
let other = other.as_ref();
match block_size::compare_sizes(self.log_blocksize, other.log_blocksize) {
BlockSizeRelation::Far => false,
BlockSizeRelation::NearEq => self.is_comparison_candidate_near_eq_internal(other),
BlockSizeRelation::NearLt => self.is_comparison_candidate_near_lt_internal(other),
BlockSizeRelation::NearGt => self.is_comparison_candidate_near_gt_internal(other),
}
}
}
impl<const S1: usize, const S2: usize>
core::convert::From<fuzzy_norm_type!(S1, S2)> for FuzzyHashCompareTarget
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
// This "allow(unknown_lints)" is a workaround for Rust -1.62.
// Remove this once MSRV 1.63 is acceptable.
#[allow(unknown_lints)]
#[allow(clippy::needless_borrow)]
#[allow(clippy::needless_borrows_for_generic_args)]
#[inline]
fn from(value: fuzzy_norm_type!(S1, S2)) -> Self {
let mut dest: Self = Self::new();
dest.init_from_partial(&value);
dest
}
}
impl<const S1: usize, const S2: usize>
core::convert::From<&fuzzy_norm_type!(S1, S2)> for FuzzyHashCompareTarget
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
#[inline]
fn from(value: &fuzzy_norm_type!(S1, S2)) -> Self {
let mut dest: Self = Self::new();
dest.init_from_partial(value);
dest
}
}
impl<const S1: usize, const S2: usize, const C1: usize, const C2: usize>
core::convert::From<FuzzyHashDualData<S1, S2, C1, C2>> for FuzzyHashCompareTarget
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes,
ReconstructionBlockSize<S1, C1>: ConstrainedReconstructionBlockSize,
ReconstructionBlockSize<S2, C2>: ConstrainedReconstructionBlockSize
{
#[allow(clippy::needless_borrow)]
#[inline]
fn from(value: FuzzyHashDualData<S1, S2, C1, C2>) -> Self {
Self::from(value.as_ref())
}
}
impl<const S1: usize, const S2: usize, const C1: usize, const C2: usize>
core::convert::From<&FuzzyHashDualData<S1, S2, C1, C2>> for FuzzyHashCompareTarget
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes,
ReconstructionBlockSize<S1, C1>: ConstrainedReconstructionBlockSize,
ReconstructionBlockSize<S2, C2>: ConstrainedReconstructionBlockSize
{
#[allow(clippy::needless_borrow)]
#[inline]
fn from(value: &FuzzyHashDualData<S1, S2, C1, C2>) -> Self {
Self::from(value.as_ref())
}
}
/// Additional implementation for normalized fuzzy hashes,
/// enabling comparison between two fuzzy hashes directly.
impl<const S1: usize, const S2: usize> fuzzy_norm_type!(S1, S2)
where
BlockHashSize<S1>: ConstrainedBlockHashSize,
BlockHashSize<S2>: ConstrainedBlockHashSize,
BlockHashSizes<S1, S2>: ConstrainedBlockHashSizes
{
/// Internal function for [`compare()`](Self::compare()) and
/// [`compare_unequal_internal()`](Self::compare_unequal_internal()) methods.
///
/// `check_equality` parameter determines whether to perform
/// an equality test (`100` if `self` and `other` are the same).
#[inline(always)]
fn compare_optimized_internal(&self, other: &Self, check_equality: bool) -> u32 {
let rel = block_size::compare_sizes(self.log_blocksize, other.log_blocksize);
if !rel.is_near() {
return 0;
}
if check_equality && rel == BlockSizeRelation::NearEq && self == other {
return 100;
}
match rel {
BlockSizeRelation::NearEq => {
let target = FuzzyHashCompareTarget::from(self);
target.compare_unequal_near_eq_internal(other)
},
BlockSizeRelation::NearLt => {
let mut target = BlockHashPositionArray::new();
target.init_from_partial(self.block_hash_2());
target.score_strings_internal(other.block_hash_1(), other.log_blocksize)
},
BlockSizeRelation::NearGt => {
let mut target = BlockHashPositionArray::new();
target.init_from_partial(self.block_hash_1());
target.score_strings_internal(other.block_hash_2(), self.log_blocksize)
},
BlockSizeRelation::Far => unreachable!(), // grcov-excl-line:UNREACHABLE
}
}
/// Compare two fuzzy hashes and retrieves the similarity score.
#[inline]
pub fn compare(&self, other: impl AsRef<Self>) -> u32 {
let other = other.as_ref();
self.compare_optimized_internal(other, true)
}
/// The internal implementation of [`Self::compare_unequal_unchecked()`].
#[inline]
fn compare_unequal_internal(&self, other: impl AsRef<Self>) -> u32 {
let other = other.as_ref();
debug_assert!(self != other);
self.compare_optimized_internal(other, false)
}
/// Compare two fuzzy hashes assuming both are different.
///
/// # Safety
///
/// * `self` and `other` must be different.
///
/// If the condition above is not satisfied, it will return
/// a meaningless score.
#[cfg(feature = "unchecked")]
#[allow(unsafe_code)]
#[inline(always)]
pub unsafe fn compare_unequal_unchecked(&self, other: impl AsRef<Self>) -> u32 {
self.compare_unequal_internal(other)
}
/// *Slow*: Compare two fuzzy hashes assuming both are different.
///
/// # Usage Constraints
///
/// * `self` and `other` must be different.
///
/// # Performance Consideration
///
/// This method's performance is not good enough (because of constraint
/// checking).
///
/// Use those instead:
/// * [`compare()`](Self::compare()) (checked)
/// * [`compare_unequal_unchecked()`](Self::compare_unequal_unchecked())
/// (unchecked)
#[inline(always)]
pub fn compare_unequal(&self, other: impl AsRef<Self>) -> u32 {
let other = other.as_ref();
assert!(self != other);
self.compare_unequal_internal(other)
}
}
/// Constant assertions related to this module
#[doc(hidden)]
mod const_asserts {
use super::*;
use static_assertions::{const_assert, const_assert_eq};
/// Check whether a given block size requires no score capping.
#[allow(dead_code)] // to avoid false error
const fn is_log_block_size_needs_no_capping(log_block_size: u8) -> bool {
// Test whether score_cap in score_strings method is equal to
// or greater than 100 (meaning, no capping is required).
(100 + block_hash::MIN_LCS_FOR_COMPARISON as u64 - 1) /
block_hash::MIN_LCS_FOR_COMPARISON as u64
<= block_size::from_log_internal(log_block_size) as u64 / block_size::MIN as u64
}
// Compare with the precomputed value
// (block_size / block_size::MIN >= 15, log_block_size >= 4 [2^log_block_size >= 16])
const_assert_eq!(FuzzyHashCompareTarget::LOG_BLOCK_SIZE_CAPPING_BORDER, 4);
// Regular tests.
const_assert!(block_size::is_log_valid(FuzzyHashCompareTarget::LOG_BLOCK_SIZE_CAPPING_BORDER));
const_assert!(!is_log_block_size_needs_no_capping(FuzzyHashCompareTarget::LOG_BLOCK_SIZE_CAPPING_BORDER - 1));
const_assert!( is_log_block_size_needs_no_capping(FuzzyHashCompareTarget::LOG_BLOCK_SIZE_CAPPING_BORDER));
// Regular tests (dynamic)
// grcov-excl-br-start
#[cfg(test)]
#[test]
fn log_block_size_capping_border_is_correct() {
assert!(!is_log_block_size_needs_no_capping(FuzzyHashCompareTarget::LOG_BLOCK_SIZE_CAPPING_BORDER - 1));
assert!( is_log_block_size_needs_no_capping(FuzzyHashCompareTarget::LOG_BLOCK_SIZE_CAPPING_BORDER));
}
// grcov-excl-br-end
// Test whether no arithmetic overflow occurs on
// the similarity score computation.
// grcov-excl-br-start
#[cfg(test)]
#[test]
fn score_arithmetic_causes_no_overflow() {
/*
Possible arithmetic operations to check overflow:
1. (block_hash::FULL_SIZE * 2) * block_hash::FULL_SIZE
2. 100 * block_hash::FULL_SIZE
*/
assert!(u32::try_from(block_hash::FULL_SIZE)
.ok()
.and_then(|x| x.checked_mul(2))
.and_then(|x| x.checked_mul(u32::try_from(block_hash::FULL_SIZE).unwrap()))
.is_some());
assert!(u32::try_from(block_hash::FULL_SIZE)
.ok()
.and_then(|x| x.checked_mul(100))
.is_some());
}
// grcov-excl-br-end
}