From 9b140cf78016d6943b82f6a566695b269c266f2c Mon Sep 17 00:00:00 2001 From: Qyriad Date: Mon, 4 Nov 2024 12:24:41 -0700 Subject: [PATCH 01/13] make PrecomputedSubtrees more generic --- src/merkle/smt/mod.rs | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/src/merkle/smt/mod.rs b/src/merkle/smt/mod.rs index becb3f2..08dee8a 100644 --- a/src/merkle/smt/mod.rs +++ b/src/merkle/smt/mod.rs @@ -352,8 +352,8 @@ pub(crate) trait SparseMerkleTree { fn sorted_pairs_to_leaves( pairs: Vec<(Self::Key, Self::Value)>, - ) -> PrecomputedSubtrees { - let mut accumulator: PrecomputedSubtrees = Default::default(); + ) -> PrecomputedSubtrees { + let mut accumulator: PrecomputedSubtrees = Default::default(); // The kv-pairs we've seen so far that correspond to a single leaf. let mut current_leaf_buffer: Vec<(Self::Key, Self::Value)> = Default::default(); @@ -632,14 +632,14 @@ impl SubtreeLeaf { } #[derive(Debug, Clone, PartialEq, Eq)] -pub struct PrecomputedSubtrees { +pub struct PrecomputedSubtrees { /// Literal leaves to be added to the sparse Merkle tree's internal mapping. - pub nodes: BTreeMap, + pub nodes: BTreeMap, /// "Conceptual" leaves that will be used for computations. pub leaves: Vec>, } -impl PrecomputedSubtrees { +impl PrecomputedSubtrees { pub fn add_leaf(&mut self, leaf: SubtreeLeaf) { let last_subtree = match self.leaves.last_mut() { // Base case. @@ -670,7 +670,7 @@ impl PrecomputedSubtrees { } // Derive requires `L` to impl Default, even though we don't actually need that. -impl Default for PrecomputedSubtrees { +impl Default for PrecomputedSubtrees { fn default() -> Self { Self { nodes: Default::default(), From 0ca3597ef0ec191fd330706814857aa6e9cbe80a Mon Sep 17 00:00:00 2001 From: Qyriad Date: Mon, 4 Nov 2024 12:53:27 -0700 Subject: [PATCH 02/13] factor out subtree-append logic --- src/merkle/smt/mod.rs | 87 +++++++++++++++++-------------------------- 1 file changed, 34 insertions(+), 53 deletions(-) diff --git a/src/merkle/smt/mod.rs b/src/merkle/smt/mod.rs index 08dee8a..55d4e53 100644 --- a/src/merkle/smt/mod.rs +++ b/src/merkle/smt/mod.rs @@ -383,7 +383,7 @@ pub(crate) trait SparseMerkleTree { let hash = Self::hash_leaf(&leaf); accumulator.nodes.insert(col, leaf); - accumulator.add_leaf(SubtreeLeaf { col, hash }); + add_subtree_leaf(&mut accumulator.leaves, SubtreeLeaf { col, hash }); debug_assert!(current_leaf_buffer.is_empty()); } @@ -631,6 +631,7 @@ impl SubtreeLeaf { } } +/// Helper struct to organize the return value of [`SparseMerkleTree::sorted_pairs_to_leaves()`]. #[derive(Debug, Clone, PartialEq, Eq)] pub struct PrecomputedSubtrees { /// Literal leaves to be added to the sparse Merkle tree's internal mapping. @@ -639,36 +640,6 @@ pub struct PrecomputedSubtrees { pub leaves: Vec>, } -impl PrecomputedSubtrees { - pub fn add_leaf(&mut self, leaf: SubtreeLeaf) { - let last_subtree = match self.leaves.last_mut() { - // Base case. - None => { - self.leaves.push(vec![leaf]); - return; - }, - Some(last_subtree) => last_subtree, - }; - - debug_assert!(!last_subtree.is_empty()); - debug_assert!(last_subtree.len() <= COLS_PER_SUBTREE as usize); - - // The multiple of 256 after 0 is 1, but 0 and 1 do not belong to different subtrees. - let last_subtree_col = u64::max(1, last_subtree.last().unwrap().col); - let next_subtree_col = if Integer::is_multiple_of(&last_subtree_col, &COLS_PER_SUBTREE) { - u64::next_multiple_of(last_subtree_col + 1, COLS_PER_SUBTREE) - } else { - last_subtree_col.next_multiple_of(COLS_PER_SUBTREE) - }; - if leaf.col < next_subtree_col { - last_subtree.push(leaf); - } else { - let next_subtree = vec![leaf]; - self.leaves.push(next_subtree); - } - } -} - // Derive requires `L` to impl Default, even though we don't actually need that. impl Default for PrecomputedSubtrees { fn default() -> Self { @@ -679,6 +650,36 @@ impl Default for PrecomputedSubtrees { } } +/// Handles the logic for figuring out whether the new leaf starts a new subtree or not. +fn add_subtree_leaf(subtrees: &mut Vec>, leaf: SubtreeLeaf) { + let last_subtree = match subtrees.last_mut() { + // Base case. + None => { + subtrees.push(vec![leaf]); + return; + }, + Some(last_subtree) => last_subtree, + }; + + debug_assert!(!last_subtree.is_empty()); + debug_assert!(last_subtree.len() <= COLS_PER_SUBTREE as usize); + + // The multiple of 256 after 0 is 1, but 0 and 1 do not belong to different subtrees. + let last_subtree_col = u64::max(1, last_subtree.last().unwrap().col); + let next_subtree_col = if Integer::is_multiple_of(&last_subtree_col, &COLS_PER_SUBTREE) { + u64::next_multiple_of(last_subtree_col + 1, COLS_PER_SUBTREE) + } else { + last_subtree_col.next_multiple_of(COLS_PER_SUBTREE) + }; + + if leaf.col < next_subtree_col { + last_subtree.push(leaf); + } else { + let next_subtree = vec![leaf]; + subtrees.push(next_subtree); + } +} + // TESTS // ================================================================================================ #[cfg(test)] @@ -687,9 +688,7 @@ mod test { use alloc::{collections::BTreeMap, vec::Vec}; - use num::Integer; - - use super::{SparseMerkleTree, SubtreeLeaf, COLS_PER_SUBTREE}; + use super::{SparseMerkleTree, SubtreeLeaf}; use crate::{ hash::rpo::RpoDigest, merkle::{smt::InnerNode, NodeIndex, Smt, SmtLeaf, SMT_DEPTH}, @@ -904,25 +903,7 @@ mod test { accumulated_nodes.extend(nodes); for subtree_leaf in next_leaves { - if leaf_subtrees.is_empty() { - leaf_subtrees.push(vec![subtree_leaf]); - continue; - } - - let buffer_max_col = - u64::max(1, leaf_subtrees.last().unwrap().last().unwrap().col); - let next_subtree_col = - if Integer::is_multiple_of(&buffer_max_col, &COLS_PER_SUBTREE) { - u64::next_multiple_of(buffer_max_col + 1, COLS_PER_SUBTREE) - } else { - buffer_max_col.next_multiple_of(COLS_PER_SUBTREE) - }; - - if subtree_leaf.col < next_subtree_col { - leaf_subtrees.last_mut().unwrap().push(subtree_leaf); - } else { - leaf_subtrees.push(vec![subtree_leaf]); - } + super::add_subtree_leaf(&mut leaf_subtrees, subtree_leaf); } } From b9504a73858ea20a294cad68a1563bbfa34413dc Mon Sep 17 00:00:00 2001 From: Qyriad Date: Mon, 4 Nov 2024 13:01:57 -0700 Subject: [PATCH 03/13] rename PrecomputedSubtrees -> PairComputations --- src/merkle/smt/mod.rs | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/src/merkle/smt/mod.rs b/src/merkle/smt/mod.rs index 55d4e53..1f857cf 100644 --- a/src/merkle/smt/mod.rs +++ b/src/merkle/smt/mod.rs @@ -352,8 +352,8 @@ pub(crate) trait SparseMerkleTree { fn sorted_pairs_to_leaves( pairs: Vec<(Self::Key, Self::Value)>, - ) -> PrecomputedSubtrees { - let mut accumulator: PrecomputedSubtrees = Default::default(); + ) -> PairComputations { + let mut accumulator: PairComputations = Default::default(); // The kv-pairs we've seen so far that correspond to a single leaf. let mut current_leaf_buffer: Vec<(Self::Key, Self::Value)> = Default::default(); @@ -633,7 +633,7 @@ impl SubtreeLeaf { /// Helper struct to organize the return value of [`SparseMerkleTree::sorted_pairs_to_leaves()`]. #[derive(Debug, Clone, PartialEq, Eq)] -pub struct PrecomputedSubtrees { +pub(crate) struct PairComputations { /// Literal leaves to be added to the sparse Merkle tree's internal mapping. pub nodes: BTreeMap, /// "Conceptual" leaves that will be used for computations. @@ -641,7 +641,7 @@ pub struct PrecomputedSubtrees { } // Derive requires `L` to impl Default, even though we don't actually need that. -impl Default for PrecomputedSubtrees { +impl Default for PairComputations { fn default() -> Self { Self { nodes: Default::default(), From 485c038dc597bda9b21926459f5af0a461c37e9c Mon Sep 17 00:00:00 2001 From: Qyriad Date: Mon, 4 Nov 2024 13:38:55 -0700 Subject: [PATCH 04/13] cleanup test_singlethreaded_subtrees a bit --- src/merkle/smt/mod.rs | 55 ++++++++++++++++++++++++++++++++++--------- 1 file changed, 44 insertions(+), 11 deletions(-) diff --git a/src/merkle/smt/mod.rs b/src/merkle/smt/mod.rs index 1f857cf..e5a53fb 100644 --- a/src/merkle/smt/mod.rs +++ b/src/merkle/smt/mod.rs @@ -615,9 +615,15 @@ impl MutationSet { /// A depth-8 subtree contains 256 "columns" that can possibly be occupied. const COLS_PER_SUBTREE: u64 = u64::pow(2, 8); +/// Helper struct for organizing the data we care about when computing Merkle subtrees. +/// +/// Note that these represet "conceptual" leaves of some subtree, not necessarily +/// [`SparseMerkleTree::Leaf`]. #[derive(Debug, Copy, Clone, PartialEq, Eq, PartialOrd, Ord, Default)] pub struct SubtreeLeaf { + /// The 'value' field of [`NodeIndex`]. When computing a subtree, the depth is already known. pub col: u64, + /// The hash of the node this `SubtreeLeaf` represents. pub hash: RpoDigest, } @@ -691,7 +697,10 @@ mod test { use super::{SparseMerkleTree, SubtreeLeaf}; use crate::{ hash::rpo::RpoDigest, - merkle::{smt::InnerNode, NodeIndex, Smt, SmtLeaf, SMT_DEPTH}, + merkle::{ + smt::{InnerNode, PairComputations}, + LeafIndex, NodeIndex, Smt, SmtLeaf, SMT_DEPTH, + }, Felt, Word, ONE, }; @@ -870,9 +879,11 @@ mod test { let mut accumulated_nodes: BTreeMap = Default::default(); - let starting_leaves = Smt::sorted_pairs_to_leaves(entries); + let PairComputations { + leaves: mut leaf_subtrees, + nodes: test_leaves, + } = Smt::sorted_pairs_to_leaves(entries); - let mut leaf_subtrees = starting_leaves.leaves; for current_depth in (8..=SMT_DEPTH).step_by(8).rev() { for (i, subtree) in mem::take(&mut leaf_subtrees).into_iter().enumerate() { // Pre-assertions. @@ -910,23 +921,45 @@ mod test { assert!(!leaf_subtrees.is_empty(), "on depth {current_depth}"); } + // Make sure the true leaves match, checking length first and then each individual leaf. + let control_leaves: BTreeMap<_, _> = control.leaves().collect(); + let control_leaves_len = control_leaves.len(); + let test_leaves_len = test_leaves.len(); + assert_eq!(test_leaves_len, control_leaves_len); + for (col, ref test_leaf) in test_leaves { + let index = LeafIndex::new_max_depth(col); + let &control_leaf = control_leaves.get(&index).unwrap(); + assert_eq!(test_leaf, control_leaf); + } + + // Make sure the inner nodes match, checking length first and then each individual leaf. + let control_nodes_len = control.inner_nodes().count(); + let test_nodes_len = accumulated_nodes.len(); + assert_eq!(test_nodes_len, control_nodes_len); for (index, test_node) in accumulated_nodes.clone() { let control_node = control.get_inner_node(index); assert_eq!(test_node, control_node, "test node does not match control at {index:?}"); } - assert_eq!(leaf_subtrees.len(), 1); - let mut leaf_subtree = leaf_subtrees.pop().unwrap(); - assert_eq!(leaf_subtree.len(), 1); - let root_leaf = leaf_subtree.pop().unwrap(); + // After the last iteration of the above for loop, we should have the new root node actually + // in two places: one in `accumulated_nodes`, and the other as the "next leaves" return from + // `build_subtree()`. So let's check both! + + let control_root = control.get_inner_node(NodeIndex::root()); + + // That for loop should have left us with only one leaf subtree... + let [leaf_subtree]: [_; 1] = leaf_subtrees.try_into().unwrap(); + // which itself contains only one 'leaf'... + let [root_leaf]: [_; 1] = leaf_subtree.try_into().unwrap(); + // which matches the expected root. assert_eq!(control.root(), root_leaf.hash); - // Do we have a root? + // Likewise `accumulated_nodes` should contain a node at the root index... assert!(accumulated_nodes.contains_key(&NodeIndex::root())); - - // And does it match? + // and it should match our actual root. let test_root = accumulated_nodes.get(&NodeIndex::root()).unwrap(); - assert_eq!(control.root(), test_root.hash()); + assert_eq!(control_root, *test_root); + // And of course the root we got from each place should match. assert_eq!(control.root(), root_leaf.hash); } } From 07a88ed3d850662f7a4a495611ae34b74ff1baf3 Mon Sep 17 00:00:00 2001 From: Qyriad Date: Mon, 4 Nov 2024 13:56:41 -0700 Subject: [PATCH 05/13] SubtreeLeaf::from_smt_leaf() was only used in tests --- src/merkle/smt/mod.rs | 19 ++++++++----------- 1 file changed, 8 insertions(+), 11 deletions(-) diff --git a/src/merkle/smt/mod.rs b/src/merkle/smt/mod.rs index e5a53fb..0ee798a 100644 --- a/src/merkle/smt/mod.rs +++ b/src/merkle/smt/mod.rs @@ -627,16 +627,6 @@ pub struct SubtreeLeaf { pub hash: RpoDigest, } -impl SubtreeLeaf { - #[cfg_attr(not(test), allow(dead_code))] - fn from_smt_leaf(leaf: &crate::merkle::SmtLeaf) -> Self { - Self { - col: leaf.index().index.value(), - hash: leaf.hash(), - } - } -} - /// Helper struct to organize the return value of [`SparseMerkleTree::sorted_pairs_to_leaves()`]. #[derive(Debug, Clone, PartialEq, Eq)] pub(crate) struct PairComputations { @@ -704,6 +694,13 @@ mod test { Felt, Word, ONE, }; + fn smtleaf_to_subtree_leaf(leaf: &SmtLeaf) -> SubtreeLeaf { + SubtreeLeaf { + col: leaf.index().index.value(), + hash: leaf.hash(), + } + } + #[test] fn test_sorted_pairs_to_leaves() { let entries: Vec<(RpoDigest, Word)> = vec![ @@ -752,7 +749,7 @@ mod test { // Subtree 2. vec![next_leaf()], ] - .map(|subtree| subtree.into_iter().map(SubtreeLeaf::from_smt_leaf).collect()) + .map(|subtree| subtree.into_iter().map(smtleaf_to_subtree_leaf).collect()) .to_vec(); assert_eq!(control_leaves_iter.next(), None); control_subtree_leaves From cc1b377fea9072dd55ad6c464f1e460cccd3cde6 Mon Sep 17 00:00:00 2001 From: Qyriad Date: Mon, 4 Nov 2024 17:09:35 -0700 Subject: [PATCH 06/13] smt: make with_entries() a trait method --- src/merkle/smt/full/mod.rs | 48 ++++++++++++++++++++---------------- src/merkle/smt/mod.rs | 7 ++++++ src/merkle/smt/simple/mod.rs | 8 ++++++ 3 files changed, 42 insertions(+), 21 deletions(-) diff --git a/src/merkle/smt/full/mod.rs b/src/merkle/smt/full/mod.rs index 89d0702..0b170d6 100644 --- a/src/merkle/smt/full/mod.rs +++ b/src/merkle/smt/full/mod.rs @@ -78,27 +78,7 @@ impl Smt { pub fn with_entries( entries: impl IntoIterator, ) -> Result { - // create an empty tree - let mut tree = Self::new(); - - // This being a sparse data structure, the EMPTY_WORD is not assigned to the `BTreeMap`, so - // entries with the empty value need additional tracking. - let mut key_set_to_zero = BTreeSet::new(); - - for (key, value) in entries { - let old_value = tree.insert(key, value); - - if old_value != EMPTY_WORD || key_set_to_zero.contains(&key) { - return Err(MerkleError::DuplicateValuesForIndex( - LeafIndex::::from(key).value(), - )); - } - - if value == EMPTY_WORD { - key_set_to_zero.insert(key); - }; - } - Ok(tree) + >::with_entries(entries) } // PUBLIC ACCESSORS @@ -267,6 +247,32 @@ impl SparseMerkleTree for Smt { const EMPTY_VALUE: Self::Value = EMPTY_WORD; const EMPTY_ROOT: RpoDigest = *EmptySubtreeRoots::entry(SMT_DEPTH, 0); + fn with_entries( + entries: impl IntoIterator, + ) -> Result { + // create an empty tree + let mut tree = Self::new(); + + // This being a sparse data structure, the EMPTY_WORD is not assigned to the `BTreeMap`, so + // entries with the empty value need additional tracking. + let mut key_set_to_zero = BTreeSet::new(); + + for (key, value) in entries { + let old_value = tree.insert(key, value); + + if old_value != EMPTY_WORD || key_set_to_zero.contains(&key) { + return Err(MerkleError::DuplicateValuesForIndex( + LeafIndex::::from(key).value(), + )); + } + + if value == EMPTY_WORD { + key_set_to_zero.insert(key); + }; + } + Ok(tree) + } + fn root(&self) -> RpoDigest { self.root } diff --git a/src/merkle/smt/mod.rs b/src/merkle/smt/mod.rs index 0ee798a..332b01d 100644 --- a/src/merkle/smt/mod.rs +++ b/src/merkle/smt/mod.rs @@ -292,6 +292,13 @@ pub(crate) trait SparseMerkleTree { // REQUIRED METHODS // --------------------------------------------------------------------------------------------- + /// Construct a tree from an iterator of its keys and values. + fn with_entries( + entries: impl IntoIterator, + ) -> Result + where + Self: Sized; + /// The root of the tree fn root(&self) -> RpoDigest; diff --git a/src/merkle/smt/simple/mod.rs b/src/merkle/smt/simple/mod.rs index 04476a0..0a30b04 100644 --- a/src/merkle/smt/simple/mod.rs +++ b/src/merkle/smt/simple/mod.rs @@ -309,6 +309,14 @@ impl SparseMerkleTree for SimpleSmt { const EMPTY_VALUE: Self::Value = EMPTY_WORD; const EMPTY_ROOT: RpoDigest = *EmptySubtreeRoots::entry(DEPTH, 0); + fn with_entries( + entries: impl IntoIterator, Word)>, + ) -> Result { + >::with_leaves( + entries.into_iter().map(|(key, value)| (key.value(), value)), + ) + } + fn root(&self) -> RpoDigest { self.root } From 9cd50900af66aff70a7a8f9ac0be0bdabb406a8e Mon Sep 17 00:00:00 2001 From: Qyriad Date: Tue, 5 Nov 2024 13:04:24 -0700 Subject: [PATCH 07/13] convert test_singlethreaded_subtree to use an iterator adapter instead of state mutation --- src/merkle/smt/mod.rs | 118 ++++++++++++++++++++++++++++++------------ 1 file changed, 86 insertions(+), 32 deletions(-) diff --git a/src/merkle/smt/mod.rs b/src/merkle/smt/mod.rs index 332b01d..2bcf280 100644 --- a/src/merkle/smt/mod.rs +++ b/src/merkle/smt/mod.rs @@ -683,19 +683,65 @@ fn add_subtree_leaf(subtrees: &mut Vec>, leaf: SubtreeLeaf) { } } +#[derive(Debug)] +struct SubtreeLeavesIter<'s> { + leaves: core::iter::Peekable>, +} + +impl<'s> SubtreeLeavesIter<'s> { + fn from_leaves(leaves: &'s mut Vec) -> Self { + Self { leaves: leaves.drain(..).peekable() } + } +} + +impl<'s> core::iter::Iterator for SubtreeLeavesIter<'s> { + type Item = Vec; + + /// Each `next()` collects an entire subtree. + fn next(&mut self) -> Option> { + let mut subtree: Vec = Default::default(); + + let mut last_subtree_col = 0; + + while let Some(leaf) = self.leaves.peek() { + last_subtree_col = u64::max(1, last_subtree_col); + let is_exact_multiple = Integer::is_multiple_of(&last_subtree_col, &COLS_PER_SUBTREE); + let next_subtree_col = if is_exact_multiple { + u64::next_multiple_of(last_subtree_col + 1, COLS_PER_SUBTREE) + } else { + last_subtree_col.next_multiple_of(COLS_PER_SUBTREE) + }; + + last_subtree_col = leaf.col; + if leaf.col < next_subtree_col { + subtree.push(self.leaves.next().unwrap()); + } else if subtree.is_empty() { + continue; + } else { + break; + } + } + + if subtree.is_empty() { + debug_assert!(self.leaves.peek().is_none()); + return None; + } + + Some(subtree) + } +} + // TESTS // ================================================================================================ #[cfg(test)] mod test { - use core::mem; - use alloc::{collections::BTreeMap, vec::Vec}; use super::{SparseMerkleTree, SubtreeLeaf}; use crate::{ hash::rpo::RpoDigest, merkle::{ - smt::{InnerNode, PairComputations}, + smt::{InnerNode, PairComputations, SubtreeLeavesIter}, LeafIndex, NodeIndex, Smt, SmtLeaf, SMT_DEPTH, }, Felt, Word, ONE, @@ -889,38 +935,46 @@ mod test { } = Smt::sorted_pairs_to_leaves(entries); for current_depth in (8..=SMT_DEPTH).step_by(8).rev() { - for (i, subtree) in mem::take(&mut leaf_subtrees).into_iter().enumerate() { - // Pre-assertions. - assert!( - subtree.is_sorted(), - "subtree {i} at bottom-depth {current_depth} is not sorted", - ); - assert!( - !subtree.is_empty(), - "subtree {i} at bottom-depth {current_depth} is empty!", - ); - - // Do actual things. - let (nodes, next_leaves) = Smt::build_subtree(subtree, current_depth); - - // Post-assertions. - assert!(next_leaves.is_sorted()); - for (&index, test_node) in nodes.iter() { - let control_node = control.get_inner_node(index); - assert_eq!( - test_node, &control_node, - "depth {} subtree {}: test node does not match control at index {:?}", - current_depth, i, index, + // There's no flat_map_unzip(), so this is the best we can do. + let (nodes, subtrees): (Vec>, Vec>) = leaf_subtrees + .into_iter() + .enumerate() + .map(|(i, subtree)| { + // Pre-assertions. + assert!( + subtree.is_sorted(), + "subtree {i} at bottom-depth {current_depth} is not sorted", + ); + assert!( + !subtree.is_empty(), + "subtree {i} at bottom-depth {current_depth} is empty!", ); - } - // Update state. - accumulated_nodes.extend(nodes); + // Do actual things. + let (nodes, next_leaves) = Smt::build_subtree(subtree, current_depth); + // Post-assertions. + assert!(next_leaves.is_sorted()); - for subtree_leaf in next_leaves { - super::add_subtree_leaf(&mut leaf_subtrees, subtree_leaf); - } - } + for (&index, test_node) in nodes.iter() { + let control_node = control.get_inner_node(index); + assert_eq!( + test_node, &control_node, + "depth {} subtree {}: test node does not match control at index {:?}", + current_depth, i, index, + ); + } + + (nodes, next_leaves) + }) + .unzip(); + + // Update state between each depth iteration. + + // FIXME: is this flatten or Box better? + let mut all_leaves: Vec = subtrees.into_iter().flatten().collect(); + leaf_subtrees = SubtreeLeavesIter::from_leaves(&mut all_leaves).collect(); + + accumulated_nodes.extend(nodes.into_iter().flatten()); assert!(!leaf_subtrees.is_empty(), "on depth {current_depth}"); } From 814ef337331aceb602960c7764a2422feb8a894e Mon Sep 17 00:00:00 2001 From: Qyriad Date: Tue, 5 Nov 2024 13:28:51 -0700 Subject: [PATCH 08/13] implement test_multithreaded_subtree --- Cargo.lock | 1 + Cargo.toml | 1 + src/merkle/smt/mod.rs | 100 ++++++++++++++++++++++++++++++++++++++++++ 3 files changed, 102 insertions(+) diff --git a/Cargo.lock b/Cargo.lock index 3e822fb..fca1e2c 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -534,6 +534,7 @@ dependencies = [ "rand", "rand_chacha", "rand_core", + "rayon", "seq-macro", "serde", "sha3", diff --git a/Cargo.toml b/Cargo.toml index 74df3ab..09fe0ec 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -66,6 +66,7 @@ sha3 = { version = "0.10", default-features = false } winter-crypto = { version = "0.10", default-features = false } winter-math = { version = "0.10", default-features = false } winter-utils = { version = "0.10", default-features = false } +rayon = "1.10.0" [dev-dependencies] criterion = { version = "0.5", features = ["html_reports"] } diff --git a/src/merkle/smt/mod.rs b/src/merkle/smt/mod.rs index 2bcf280..f700809 100644 --- a/src/merkle/smt/mod.rs +++ b/src/merkle/smt/mod.rs @@ -1020,4 +1020,104 @@ mod test { // And of course the root we got from each place should match. assert_eq!(control.root(), root_leaf.hash); } + + #[test] + fn test_multithreaded_subtrees() { + use rayon::prelude::*; + + const PAIR_COUNT: u64 = 4096 * 4; + + let entries = generate_entries(PAIR_COUNT); + + let control = Smt::with_entries(entries.clone()).unwrap(); + + let mut accumulated_nodes: BTreeMap = Default::default(); + + let PairComputations { + leaves: mut leaf_subtrees, + nodes: test_leaves, + } = Smt::sorted_pairs_to_leaves(entries); + + for current_depth in (8..=SMT_DEPTH).step_by(8).rev() { + let (nodes, subtrees): (Vec>, Vec>) = leaf_subtrees + .into_par_iter() + .enumerate() + .map(|(i, subtree)| { + // Pre-assertions. + assert!( + subtree.is_sorted(), + "subtree {i} at bottom-depth {current_depth} is not sorted", + ); + assert!( + !subtree.is_empty(), + "subtree {i} at bottom-depth {current_depth} is empty!", + ); + + let (nodes, next_leaves) = Smt::build_subtree(subtree, current_depth); + + // Post-assertions. + assert!(next_leaves.is_sorted()); + for (&index, test_node) in nodes.iter() { + let control_node = control.get_inner_node(index); + assert_eq!( + test_node, &control_node, + "depth {} subtree {}: test node does not match control at index {:?}", + current_depth, i, index, + ); + } + + (nodes, next_leaves) + }) + // FIXME: unzip_into_vecs() instead? + .unzip(); + + let mut all_leaves: Vec = subtrees.into_iter().flatten().collect(); + leaf_subtrees = SubtreeLeavesIter::from_leaves(&mut all_leaves).collect(); + + accumulated_nodes.extend(nodes.into_iter().flatten()); + + assert!(!leaf_subtrees.is_empty(), "on depth {current_depth}"); + } + + // Make sure the true leaves match, checking length first and then each individual leaf. + let control_leaves: BTreeMap<_, _> = control.leaves().collect(); + let control_leaves_len = control_leaves.len(); + let test_leaves_len = test_leaves.len(); + assert_eq!(test_leaves_len, control_leaves_len); + for (col, ref test_leaf) in test_leaves { + let index = LeafIndex::new_max_depth(col); + let &control_leaf = control_leaves.get(&index).unwrap(); + assert_eq!(test_leaf, control_leaf); + } + + // Make sure the inner nodes match, checking length first and then each individual leaf. + let control_nodes_len = control.inner_nodes().count(); + let test_nodes_len = accumulated_nodes.len(); + assert_eq!(test_nodes_len, control_nodes_len); + for (index, test_node) in accumulated_nodes.clone() { + let control_node = control.get_inner_node(index); + assert_eq!(test_node, control_node, "test node does not match control at {index:?}"); + } + + // After the last iteration of the above for loop, we should have the new root node actually + // in two places: one in `accumulated_nodes`, and the other as the "next leaves" return from + // `build_subtree()`. So let's check both! + + let control_root = control.get_inner_node(NodeIndex::root()); + + // That for loop should have left us with only one leaf subtree... + let [leaf_subtree]: [_; 1] = leaf_subtrees.try_into().unwrap(); + // which itself contains only one 'leaf'... + let [root_leaf]: [_; 1] = leaf_subtree.try_into().unwrap(); + // which matches the expected root. + assert_eq!(control.root(), root_leaf.hash); + + // Likewise `accumulated_nodes` should contain a node at the root index... + assert!(accumulated_nodes.contains_key(&NodeIndex::root())); + // and it should match our actual root. + let test_root = accumulated_nodes.get(&NodeIndex::root()).unwrap(); + assert_eq!(control_root, *test_root); + // And of course the root we got from each place should match. + assert_eq!(control.root(), root_leaf.hash); + } } From d7c9075c44f6ad311440982aa8f33231e8e1bfda Mon Sep 17 00:00:00 2001 From: Qyriad Date: Tue, 5 Nov 2024 16:17:41 -0700 Subject: [PATCH 09/13] smt: add from_raw_parts() to trait interface --- src/merkle/smt/full/mod.rs | 21 +++++++++++++++++++++ src/merkle/smt/mod.rs | 8 ++++++++ src/merkle/smt/simple/mod.rs | 21 +++++++++++++++++++++ 3 files changed, 50 insertions(+) diff --git a/src/merkle/smt/full/mod.rs b/src/merkle/smt/full/mod.rs index 0b170d6..34a677c 100644 --- a/src/merkle/smt/full/mod.rs +++ b/src/merkle/smt/full/mod.rs @@ -81,6 +81,14 @@ impl Smt { >::with_entries(entries) } + pub fn from_raw_parts( + inner_nodes: BTreeMap, + leaves: BTreeMap, + root: RpoDigest, + ) -> Result { + >::from_raw_parts(inner_nodes, leaves, root) + } + // PUBLIC ACCESSORS // -------------------------------------------------------------------------------------------- @@ -247,6 +255,19 @@ impl SparseMerkleTree for Smt { const EMPTY_VALUE: Self::Value = EMPTY_WORD; const EMPTY_ROOT: RpoDigest = *EmptySubtreeRoots::entry(SMT_DEPTH, 0); + fn from_raw_parts( + inner_nodes: BTreeMap, + leaves: BTreeMap, + root: RpoDigest, + ) -> Result { + if cfg!(debug_assertions) { + let root_node = inner_nodes.get(&NodeIndex::root()).unwrap(); + assert_eq!(root_node.hash(), root); + } + + Ok(Self { root, inner_nodes, leaves }) + } + fn with_entries( entries: impl IntoIterator, ) -> Result { diff --git a/src/merkle/smt/mod.rs b/src/merkle/smt/mod.rs index f700809..ad660da 100644 --- a/src/merkle/smt/mod.rs +++ b/src/merkle/smt/mod.rs @@ -299,6 +299,14 @@ pub(crate) trait SparseMerkleTree { where Self: Sized; + fn from_raw_parts( + inner_nodes: BTreeMap, + leaves: BTreeMap, + root: RpoDigest, + ) -> Result + where + Self: Sized; + /// The root of the tree fn root(&self) -> RpoDigest; diff --git a/src/merkle/smt/simple/mod.rs b/src/merkle/smt/simple/mod.rs index 0a30b04..62ce753 100644 --- a/src/merkle/smt/simple/mod.rs +++ b/src/merkle/smt/simple/mod.rs @@ -100,6 +100,14 @@ impl SimpleSmt { Ok(tree) } + pub fn from_raw_parts( + inner_nodes: BTreeMap, + leaves: BTreeMap, + root: RpoDigest, + ) -> Result { + >::from_raw_parts(inner_nodes, leaves, root) + } + /// Wrapper around [`SimpleSmt::with_leaves`] which inserts leaves at contiguous indices /// starting at index 0. pub fn with_contiguous_leaves( @@ -309,6 +317,19 @@ impl SparseMerkleTree for SimpleSmt { const EMPTY_VALUE: Self::Value = EMPTY_WORD; const EMPTY_ROOT: RpoDigest = *EmptySubtreeRoots::entry(DEPTH, 0); + fn from_raw_parts( + inner_nodes: BTreeMap, + leaves: BTreeMap, + root: RpoDigest, + ) -> Result { + if cfg!(debug_assertions) { + let root_node = inner_nodes.get(&NodeIndex::root()).unwrap(); + assert_eq!(root_node.hash(), root); + } + + Ok(Self { root, inner_nodes, leaves }) + } + fn with_entries( entries: impl IntoIterator, Word)>, ) -> Result { From 1941a37a9b408db04b2cdab62d1e2e4c8820d66e Mon Sep 17 00:00:00 2001 From: Qyriad Date: Fri, 8 Nov 2024 12:53:28 -0700 Subject: [PATCH 10/13] improve docs for build_subtree() --- src/merkle/smt/full/mod.rs | 13 +++++++++++++ src/merkle/smt/mod.rs | 16 +++++++++------- 2 files changed, 22 insertions(+), 7 deletions(-) diff --git a/src/merkle/smt/full/mod.rs b/src/merkle/smt/full/mod.rs index 34a677c..9c08f26 100644 --- a/src/merkle/smt/full/mod.rs +++ b/src/merkle/smt/full/mod.rs @@ -238,6 +238,19 @@ impl Smt { } } + /// Builds Merkle nodes from a bottom layer of "leaves" -- represented by a horizontal index and + /// the hash of the leaf at that index. `leaves` *must* be sorted by horizontal index, and + /// `leaves` must not contain more than one depth-8 subtree's worth of leaves. + /// + /// This function will then calculate the inner nodes above each leaf for 8 layers, as well as + /// the "leaves" for the next 8-deep subtree, so this function can effectively be chained into + /// itself. + /// + /// # Panics + /// With debug assertions on, this function panics under invalid inputs: if `leaves` contains + /// more entries than can fit in a depth-8 subtree, if `leaves` contains leaves belonging to + /// different depth-8 subtrees, if `bottom_depth` is lower in the tree than the specified + /// maximum depth (`DEPTH`), or if `leaves` is not sorted. pub fn build_subtree( leaves: Vec, bottom_depth: u8, diff --git a/src/merkle/smt/mod.rs b/src/merkle/smt/mod.rs index ad660da..2bb2289 100644 --- a/src/merkle/smt/mod.rs +++ b/src/merkle/smt/mod.rs @@ -406,17 +406,19 @@ pub(crate) trait SparseMerkleTree { accumulator } - /// Builds Merkle nodes from a bottom layer of tuples of horizontal indices and their hashes, - /// sorted by their position. + /// Builds Merkle nodes from a bottom layer of "leaves" -- represented by a horizontal index and + /// the hash of the leaf at that index. `leaves` *must* be sorted by horizontal index, and + /// `leaves` must not contain more than one depth-8 subtree's worth of leaves. /// - /// The leaves are 'conceptual' leaves, simply being entities at the bottom of some subtree, not - /// [`Self::Leaf`]. + /// This function will then calculate the inner nodes above each leaf for 8 layers, as well as + /// the "leaves" for the next 8-deep subtree, so this function can effectively be chained into + /// itself. /// /// # Panics /// With debug assertions on, this function panics under invalid inputs: if `leaves` contains - /// more entries than can fit in a depth-8 subtree (more than 256), if `bottom_depth` is - /// lower in the tree than the specified maximum depth (`DEPTH`), or if `leaves` is not sorted. - // FIXME: more complete docstring. + /// more entries than can fit in a depth-8 subtree, if `leaves` contains leaves belonging to + /// different depth-8 subtrees, if `bottom_depth` is lower in the tree than the specified + /// maximum depth (`DEPTH`), or if `leaves` is not sorted. fn build_subtree( mut leaves: Vec, bottom_depth: u8, From 829d9c638bbc98ca999e0be9972f9a0aac396868 Mon Sep 17 00:00:00 2001 From: Qyriad Date: Tue, 12 Nov 2024 14:05:07 -0700 Subject: [PATCH 11/13] add a parallel construction benchmark to src/main.rs --- src/main.rs | 31 +++++++++++++++++++++++++++++-- 1 file changed, 29 insertions(+), 2 deletions(-) diff --git a/src/main.rs b/src/main.rs index 776ccc2..d362b7f 100644 --- a/src/main.rs +++ b/src/main.rs @@ -3,7 +3,7 @@ use std::time::Instant; use clap::Parser; use miden_crypto::{ hash::rpo::{Rpo256, RpoDigest}, - merkle::{MerkleError, Smt}, + merkle::{MerkleError, NodeIndex, Smt}, Felt, Word, ONE, }; use rand_utils::rand_value; @@ -33,7 +33,9 @@ pub fn benchmark_smt() { entries.push((key, value)); } - let mut tree = construction(entries, tree_size).unwrap(); + let mut tree = construction(entries.clone(), tree_size).unwrap(); + let parallel = parallel_construction(entries, tree_size).unwrap(); + assert_eq!(tree, parallel); insertion(&mut tree, tree_size).unwrap(); batched_insertion(&mut tree, tree_size).unwrap(); proof_generation(&mut tree, tree_size).unwrap(); @@ -56,6 +58,31 @@ pub fn construction(entries: Vec<(RpoDigest, Word)>, size: u64) -> Result, + size: u64, +) -> Result { + println!("Running a parallel construction benchmark:"); + let now = Instant::now(); + + let (inner_nodes, leaves) = Smt::build_subtrees(entries); + let root = inner_nodes.get(&NodeIndex::root()).unwrap().hash(); + + let leaves = leaves.into_iter().map(|(key, value)| (key.value(), value)).collect(); + + let tree = Smt::from_raw_parts(inner_nodes, leaves, root)?; + + let elapsed = now.elapsed(); + println!( + "Parallel-constructed an SMT with {} key-value pairs in {:.3} seconds", + size, + elapsed.as_secs_f32(), + ); + println!("Number of leaf nodes: {}\n", tree.leaves().count()); + + Ok(tree) +} + /// Runs the insertion benchmark for the [`Smt`]. pub fn insertion(tree: &mut Smt, size: u64) -> Result<(), MerkleError> { println!("Running an insertion benchmark:"); From 8a3574ca13434cd3c1df12abc8c2121febd9973b Mon Sep 17 00:00:00 2001 From: Qyriad Date: Tue, 12 Nov 2024 14:11:37 -0700 Subject: [PATCH 12/13] smt: add `build_subtrees()` to coordinate subtree building --- src/merkle/smt/full/mod.rs | 6 ++ src/merkle/smt/mod.rs | 51 +++++++++++++++ src/merkle/smt/simple/tests.rs | 110 ++++++++++++++++++++++++++++++++- 3 files changed, 164 insertions(+), 3 deletions(-) diff --git a/src/merkle/smt/full/mod.rs b/src/merkle/smt/full/mod.rs index 9c08f26..c6a98f4 100644 --- a/src/merkle/smt/full/mod.rs +++ b/src/merkle/smt/full/mod.rs @@ -257,6 +257,12 @@ impl Smt { ) -> (BTreeMap, Vec) { >::build_subtree(leaves, bottom_depth) } + + pub fn build_subtrees( + entries: Vec<(RpoDigest, Word)>, + ) -> (BTreeMap, BTreeMap, SmtLeaf>) { + >::build_subtrees(entries) + } } impl SparseMerkleTree for Smt { diff --git a/src/merkle/smt/mod.rs b/src/merkle/smt/mod.rs index 2bb2289..4ce934b 100644 --- a/src/merkle/smt/mod.rs +++ b/src/merkle/smt/mod.rs @@ -508,6 +508,57 @@ pub(crate) trait SparseMerkleTree { (inner_nodes, leaves) } + + fn build_subtrees( + mut entries: Vec<(Self::Key, Self::Value)>, + ) -> (BTreeMap, BTreeMap, Self::Leaf>) { + use rayon::prelude::*; + + entries.sort_by_key(|item| { + let index = Self::key_to_leaf_index(&item.0); + index.value() + }); + + let mut accumulated_nodes: BTreeMap = Default::default(); + + let PairComputations { + leaves: mut leaf_subtrees, + nodes: initial_leaves, + } = Self::sorted_pairs_to_leaves(entries); + + for current_depth in (8..=DEPTH).step_by(8).rev() { + let (nodes, subtrees): (Vec>, Vec>) = leaf_subtrees + .into_par_iter() + .map(|subtree| { + debug_assert!(subtree.is_sorted()); + debug_assert!(!subtree.is_empty()); + + let (nodes, next_leaves) = Self::build_subtree(subtree, current_depth); + + debug_assert!(next_leaves.is_sorted()); + + (nodes, next_leaves) + }) + .unzip(); + + let mut all_leaves: Vec = subtrees.into_iter().flatten().collect(); + leaf_subtrees = SubtreeLeavesIter::from_leaves(&mut all_leaves).collect(); + accumulated_nodes.extend(nodes.into_iter().flatten()); + + debug_assert!(!leaf_subtrees.is_empty()); + } + + let leaves: BTreeMap, Self::Leaf> = initial_leaves + .into_iter() + .map(|(key, value)| { + // FIXME: unwrap is unreachable? + let key = LeafIndex::::new(key).unwrap(); + (key, value) + }) + .collect(); + + (accumulated_nodes, leaves) + } } // INNER NODE diff --git a/src/merkle/smt/simple/tests.rs b/src/merkle/smt/simple/tests.rs index b1dd28d..29c63be 100644 --- a/src/merkle/smt/simple/tests.rs +++ b/src/merkle/smt/simple/tests.rs @@ -1,3 +1,6 @@ +use core::mem; +use std::collections::BTreeMap; + use alloc::vec::Vec; use super::{ @@ -7,10 +10,11 @@ use super::{ use crate::{ hash::rpo::Rpo256, merkle::{ - digests_to_words, int_to_leaf, int_to_node, smt::SparseMerkleTree, EmptySubtreeRoots, - InnerNodeInfo, LeafIndex, MerkleTree, + digests_to_words, int_to_leaf, int_to_node, + smt::{self, InnerNode, PairComputations, SparseMerkleTree}, + EmptySubtreeRoots, InnerNodeInfo, LeafIndex, MerkleTree, SubtreeLeaf, }, - Word, EMPTY_WORD, + Felt, Word, EMPTY_WORD, ONE, }; // TEST DATA @@ -461,6 +465,106 @@ fn test_simplesmt_check_empty_root_constant() { assert_eq!(empty_root_1_depth, SimpleSmt::<1>::EMPTY_ROOT); } +#[test] +fn test_simplesmt_subtrees() { + const PAIR_COUNT: u64 = 4096; + const DEPTH: u8 = 64; + type SimpleSmt = super::SimpleSmt; + + let entries: Vec<(LeafIndex, Word)> = (0..PAIR_COUNT) + .map(|i| { + let leaf_index = ((i as f64 / PAIR_COUNT as f64) * (PAIR_COUNT as f64)) as u64; + let key = LeafIndex::new_max_depth(leaf_index); + let value: Word = [ONE, ONE, ONE, Felt::new(i)]; + (key, value) + }) + .collect(); + let leaves = entries.iter().map(|(key, value)| (key.value(), *value)); + + let control = SimpleSmt::with_leaves(leaves).unwrap(); + + let mut accumulated_nodes: BTreeMap = Default::default(); + + let PairComputations { + leaves: mut leaf_subtrees, + nodes: test_leaves, + } = SimpleSmt::sorted_pairs_to_leaves(entries); + + for current_depth in (8..=DEPTH).step_by(8).rev() { + for (i, subtree) in mem::take(&mut leaf_subtrees).into_iter().enumerate() { + // Pre-assertions. + assert!( + subtree.is_sorted(), + "subtree {i} at bottom-depth {current_depth} is not sorted", + ); + assert!(!subtree.is_empty(), "subtree {i} at bottom-depth {current_depth} is empty!"); + + // Do actual things. + let (nodes, next_leaves) = SimpleSmt::build_subtree(subtree, current_depth); + + // Post-assertions. + assert!(next_leaves.is_sorted()); + for (&index, test_node) in nodes.iter() { + let control_node = control.get_inner_node(index); + assert_eq!( + test_node, &control_node, + "depth {} subtree {}: test node does not match control at index {:?}", + current_depth, i, index, + ); + } + + // Update state. + accumulated_nodes.extend(nodes); + + for subtree_leaf in next_leaves { + smt::add_subtree_leaf(&mut leaf_subtrees, subtree_leaf); + } + } + + assert!(!leaf_subtrees.is_empty(), "on depth {current_depth}"); + } + + // Make sure the true leaves match, checking length first and then each individual leaf. + let control_leaves: BTreeMap<_, _> = control.leaves().collect(); + let control_leaves_len = control_leaves.len(); + let test_leaves_len = test_leaves.len(); + assert_eq!(test_leaves_len, control_leaves_len); + for (col, ref test_leaf) in test_leaves { + let &control_leaf = control_leaves.get(&col).unwrap(); + assert_eq!(test_leaf, control_leaf); + } + + // Make sure inner nodes match, checking length first and then each individual leaf. + let control_nodes_len = control.inner_nodes().count(); + let test_nodes_len = accumulated_nodes.len(); + assert_eq!(test_nodes_len, control_nodes_len); + for (index, test_node) in accumulated_nodes.clone() { + let control_node = control.get_inner_node(index); + assert_eq!(test_node, control_node, "test node does not match control at {index:?}"); + } + + // After the last iteration of the above for loop, we should have the new root actually in two + // places: one in `accumulated_nodes`, and the other as the "next leaves" return from + // `build_subtree()`. So let's check both! + + let control_root = control.get_inner_node(NodeIndex::root()); + + // That for loop should have left us with only one leaf subtree... + let [leaf_subtree]: [_; 1] = leaf_subtrees.try_into().unwrap(); + // which itself contains only one 'leaf'... + let [SubtreeLeaf { hash: test_root_hash, .. }]: [_; 1] = leaf_subtree.try_into().unwrap(); + // which matches the expected root. + assert_eq!(control.root(), test_root_hash); + + // Likewise `accumulated_nodes` should contain a node at the root index... + assert!(accumulated_nodes.contains_key(&NodeIndex::root())); + // and it should match our actual root. + let test_root = accumulated_nodes.get(&NodeIndex::root()).unwrap(); + assert_eq!(control_root, *test_root); + // And of course the root we got from each place should match. + assert_eq!(control.root(), test_root_hash); +} + // HELPER FUNCTIONS // -------------------------------------------------------------------------------------------- From de380d55da9b3a175444a47fe95b005e8e09b764 Mon Sep 17 00:00:00 2001 From: Qyriad Date: Tue, 12 Nov 2024 14:05:38 -0700 Subject: [PATCH 13/13] add a parallel subtree criterion benchmark --- Cargo.toml | 4 +++ benches/parallel-subtree.rs | 72 +++++++++++++++++++++++++++++++++++++ 2 files changed, 76 insertions(+) create mode 100644 benches/parallel-subtree.rs diff --git a/Cargo.toml b/Cargo.toml index 09fe0ec..e769597 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -35,6 +35,10 @@ harness = false name = "merkle" harness = false +[[bench]] +name = "parallel-subtree" +harness = false + [[bench]] name = "store" harness = false diff --git a/benches/parallel-subtree.rs b/benches/parallel-subtree.rs new file mode 100644 index 0000000..9f45b32 --- /dev/null +++ b/benches/parallel-subtree.rs @@ -0,0 +1,72 @@ +use std::{fmt::Debug, hint, mem, time::Duration}; + +use criterion::{criterion_group, criterion_main, BatchSize, BenchmarkId, Criterion}; +use miden_crypto::{hash::rpo::RpoDigest, merkle::Smt, Felt, Word, ONE}; +use rand_utils::prng_array; +use winter_utils::Randomizable; + +// 2^0, 2^4, 2^8, 2^12, 2^16 +const PAIR_COUNTS: [u64; 6] = [1, 16, 256, 4096, 65536, 1_048_576]; + +fn smt_parallel_subtree(c: &mut Criterion) { + let mut seed = [0u8; 32]; + + let mut group = c.benchmark_group("parallel-subtrees"); + + for pair_count in PAIR_COUNTS { + let bench_id = BenchmarkId::from_parameter(pair_count); + group.bench_with_input(bench_id, &pair_count, |b, &pair_count| { + b.iter_batched( + || { + // Setup. + (0..pair_count) + .map(|i| { + let count = pair_count as f64; + let idx = ((i as f64 / count) * (count)) as u64; + let key = RpoDigest::new([ + generate_value(&mut seed), + ONE, + Felt::new(i), + Felt::new(idx), + ]); + let value = generate_word(&mut seed); + (key, value) + }) + .collect() + }, + |entries| { + // Benchmarked function. + let (leaves, inner_nodes) = Smt::build_subtrees(hint::black_box(entries)); + assert!(!leaves.is_empty()); + assert!(!inner_nodes.is_empty()); + }, + BatchSize::SmallInput, + ); + }); + } +} + +criterion_group! { + name = smt_subtree_group; + config = Criterion::default() + .measurement_time(Duration::from_secs(960)) + .sample_size(60) + .configure_from_args(); + targets = smt_parallel_subtree +} +criterion_main!(smt_subtree_group); + +// HELPER FUNCTIONS +// -------------------------------------------------------------------------------------------- + +fn generate_value(seed: &mut [u8; 32]) -> T { + mem::swap(seed, &mut prng_array(*seed)); + let value: [T; 1] = rand_utils::prng_array(*seed); + value[0] +} + +fn generate_word(seed: &mut [u8; 32]) -> Word { + mem::swap(seed, &mut prng_array(*seed)); + let nums: [u64; 4] = prng_array(*seed); + [Felt::new(nums[0]), Felt::new(nums[1]), Felt::new(nums[2]), Felt::new(nums[3])] +}