zebra: 5-MOAD scan; zebra-0001 CWE-407 ZIP-317 dep check O(T^2) Vec scan, 500x at T=1000

This commit is contained in:
russell@unturf.com 2026-04-03 18:04:48 -04:00
parent de09497fb3
commit 75987e9d31
3 changed files with 279 additions and 0 deletions

View file

@ -0,0 +1,65 @@
# zebra-0001: ZIP-317 block template `has_direct_dependencies` O(T×S) Vec scan
**MOAD:** MOAD-0001 (CWE-407)
**Severity:** LOW-MEDIUM
**Speedup:** ~500x at T=1000 (pathological chain dependency topology)
**Language:** Rust
**File:** zebra-rpc/src/methods/types/get_block_template/zip317.rs:228
## Description
`has_direct_dependencies()` is called for each dependent transaction during
block template construction (ZIP-317). It checks whether all of a candidate
transaction's dependencies are already in `selected_txs` by iterating the
entire `Vec<SelectedMempoolTx>` and counting how many entries appear in a
`HashSet<transaction::Hash>`.
```rust
fn has_direct_dependencies(
candidate_tx_deps: Option<&HashSet<transaction::Hash>>,
selected_txs: &Vec<SelectedMempoolTx>,
) -> bool {
// ...
let mut num_available_deps = 0;
for tx in selected_txs { // O(S) per call
if deps.contains(&tx.transaction.id.mined_id()) { // O(1) HashSet lookup
num_available_deps += 1;
}
if num_available_deps == deps.len() {
return true;
}
}
false
}
```
In `checked_add_transaction_weighted_random`, each time a transaction is
selected and its dependents are evaluated, `has_direct_dependencies` iterates
all `S` already-selected transactions. As `S` grows with each selected tx,
the total work across a block template build is O(T×S_avg) = O(T²) for T
transactions in a deep dependency chain.
A more efficient approach: maintain a `HashSet<transaction::Hash>` of selected
tx IDs alongside the `Vec`. Then `has_direct_dependencies` reduces to O(D)
per check (D = number of direct dependencies, typically 1-3), giving O(T×D)
total.
## Complexity
- Current: O(T²) worst case for T txs in chain dependency topology
- Fixed: O(T×D) where D = average direct dependency count (typically 1-3)
- Speedup: ~T/D ≈ 333x at T=1000, D=3
## Context
Block template construction runs once per block (~75 seconds on Zcash mainnet).
Zcash block size limits bound T to around 1000 transactions in practice.
This is not a hot path, so impact is LOW in typical operation, but a miner
constructing blocks from a deep-chained mempool would observe the worst case.
## Fix
Pass a `HashSet<transaction::Hash>` of already-selected tx IDs alongside
`selected_txs`, built incrementally as transactions are added. Replace the
Vec scan in `has_direct_dependencies` with a single HashSet intersection
check: all deps must be present in `selected_tx_ids`.

View file

@ -0,0 +1,121 @@
# UNDF: UNDF-PENDING
--- a/zebra-rpc/src/methods/types/get_block_template/zip317.rs
+++ b/zebra-rpc/src/methods/types/get_block_template/zip317.rs
@@ -91,9 +91,11 @@ pub fn select_mempool_transactions(
// Setup the transaction lists.
let (mut conventional_fee_txs, mut low_fee_txs): (Vec<_>, Vec<_>) = independent_mempool_txs
.into_values()
.partition(VerifiedUnminedTx::pays_conventional_fee);
let mut selected_txs = Vec::new();
+ // HashSet of selected tx IDs for O(1) dependency satisfaction checks.
+ let mut selected_tx_ids: HashSet<transaction::Hash> = HashSet::new();
// Set up limit tracking
let mut remaining_block_bytes: usize = MAX_BLOCK_BYTES.try_into().expect("fits in memory");
@@ -108,7 +110,7 @@ pub fn select_mempool_transactions(
while let Some(tx_weights) = conventional_fee_tx_weights {
conventional_fee_tx_weights = checked_add_transaction_weighted_random(
&mut conventional_fee_txs,
&mut dependent_mempool_txs,
tx_weights,
&mut selected_txs,
+ &mut selected_tx_ids,
&mempool_tx_deps,
&mut remaining_block_bytes,
&mut remaining_block_sigops,
@@ -122,7 +124,7 @@ pub fn select_mempool_transactions(
while let Some(tx_weights) = low_fee_tx_weights {
low_fee_tx_weights = checked_add_transaction_weighted_random(
&mut low_fee_txs,
&mut dependent_mempool_txs,
tx_weights,
&mut selected_txs,
+ &mut selected_tx_ids,
&mempool_tx_deps,
&mut remaining_block_bytes,
&mut remaining_block_sigops,
@@ -210,20 +212,16 @@ fn dependencies_depth(
/// Checks if every item in `candidate_tx_deps` is present in `selected_txs`.
///
-/// Requires items in `selected_txs` to be unique to work correctly.
-fn has_direct_dependencies(
+/// Uses a pre-built `selected_tx_ids` HashSet for O(D) membership checks
+/// instead of scanning the entire Vec<SelectedMempoolTx> in O(S) per call.
+fn has_direct_dependencies(
candidate_tx_deps: Option<&HashSet<transaction::Hash>>,
- selected_txs: &Vec<SelectedMempoolTx>,
+ selected_tx_ids: &HashSet<transaction::Hash>,
) -> bool {
let Some(deps) = candidate_tx_deps else {
return true;
};
- if selected_txs.len() < deps.len() {
- return false;
- }
-
- let mut num_available_deps = 0;
- for tx in selected_txs {
- #[cfg(test)]
- let (_, tx) = tx;
- if deps.contains(&tx.transaction.id.mined_id()) {
- num_available_deps += 1;
- } else {
- continue;
- }
-
- if num_available_deps == deps.len() {
- return true;
- }
- }
-
- false
+ // O(D) where D = number of direct dependencies (typically 1-3).
+ // Previously O(S) where S = number of already-selected transactions.
+ deps.iter().all(|dep_id| selected_tx_ids.contains(dep_id))
}
/// Chooses a random transaction from `txs` using the weighted index `tx_weights`,
@@ -275,6 +273,7 @@ fn checked_add_transaction_weighted_random(
candidate_txs: &mut Vec<VerifiedUnminedTx>,
dependent_txs: &mut HashMap<transaction::Hash, VerifiedUnminedTx>,
tx_weights: WeightedIndex<f32>,
selected_txs: &mut Vec<SelectedMempoolTx>,
+ selected_tx_ids: &mut HashSet<transaction::Hash>,
mempool_tx_deps: &TransactionDependencies,
remaining_block_bytes: &mut usize,
remaining_block_sigops: &mut u32,
@@ -298,11 +297,14 @@ fn checked_add_transaction_weighted_random(
"all candidate transactions should be independent"
);
+ selected_tx_ids.insert(*selected_tx_id);
+
#[cfg(not(test))]
selected_txs.push(candidate_tx);
#[cfg(test)]
selected_txs.push((0, candidate_tx));
// Try adding any dependent transactions if all of their dependencies have been selected.
let mut current_level_dependents = mempool_tx_deps.direct_dependents(selected_tx_id);
@@ -314,7 +316,7 @@ fn checked_add_transaction_weighted_random(
// the selected txs, which come from the mempool. If the tx also spends in-chain outputs, it won't
// be added. This behavior is not specified by consensus rules and can be changed at any time,
// meaning that such txs could be added.
- if has_direct_dependencies(tx_dependencies.get(dependent_tx_id), selected_txs) {
+ if has_direct_dependencies(tx_dependencies.get(dependent_tx_id), selected_tx_ids) {
let Some(candidate_tx) = dependent_txs.remove(dependent_tx_id) else {
continue;
};
@@ -337,6 +339,8 @@ fn checked_add_transaction_weighted_random(
continue;
}
+ selected_tx_ids.insert(*dependent_tx_id);
+
#[cfg(not(test))]
selected_txs.push(candidate_tx);

View file

@ -0,0 +1,93 @@
"""
zebra-0001: ZIP-317 has_direct_dependencies O(T*S) -> O(T*D) benchmark.
Simulates the dependency satisfaction check in block template construction.
Measures the cost of the Vec-scan approach vs the HashSet approach.
"""
import time
import random
import hashlib
def make_tx_id(n):
return hashlib.sha256(str(n).encode()).digest()
def simulate_vec_scan(tx_chain_len):
"""Simulate the buggy Vec scan approach: O(S) per dep check."""
selected_txs = [] # list of tx_ids (simulating Vec<SelectedMempoolTx>)
ops = 0
for i in range(tx_chain_len):
tx_id = make_tx_id(i)
if i > 0:
# has_direct_dependencies: iterate ALL selected_txs to find 1 dep
dep_id = make_tx_id(i - 1)
for sel in selected_txs: # O(S)
ops += 1
if sel == dep_id:
break
selected_txs.append(tx_id)
return ops
def simulate_hashset_check(tx_chain_len):
"""Simulate the fixed HashSet approach: O(D) per dep check."""
selected_tx_ids = set() # HashSet<tx_id>
ops = 0
for i in range(tx_chain_len):
tx_id = make_tx_id(i)
if i > 0:
# has_direct_dependencies: check each dep against HashSet - O(1)
dep_id = make_tx_id(i - 1)
ops += 1 # single O(1) set lookup
_ = dep_id in selected_tx_ids
selected_tx_ids.add(tx_id)
return ops
def benchmark(tx_chain_len, label):
t0 = time.perf_counter()
vec_ops = simulate_vec_scan(tx_chain_len)
t1 = time.perf_counter()
set_ops = simulate_hashset_check(tx_chain_len)
t2 = time.perf_counter()
vec_time = t1 - t0
set_time = t2 - t1
ratio = vec_ops / max(set_ops, 1)
print(f"T={tx_chain_len:6d} ({label}): "
f"vec_ops={vec_ops:9,d} set_ops={set_ops:6,d} "
f"ratio={ratio:.1f}x "
f"vec_time={vec_time*1000:.2f}ms set_time={set_time*1000:.2f}ms")
return ratio
def test_zip317_dep_check():
print("\nzebra-0001: ZIP-317 dep satisfaction check benchmark")
print("=" * 70)
ratios = []
for t in [10, 50, 100, 500, 1000]:
r = benchmark(t, "chain deps")
ratios.append((t, r))
print()
print("Expected O(T²) for Vec scan vs O(T) for HashSet check.")
print()
# Assert ratios scale with T (roughly T/2 ratio in chain topology)
t10, r10 = ratios[0]
t1000, r1000 = ratios[-1]
assert r1000 > r10 * 5, (
f"Ratio should grow significantly with T: "
f"r@T={t10} = {r10:.1f}x, r@T={t1000} = {r1000:.1f}x"
)
assert r1000 > 100, (
f"Expected >100x op-count ratio at T=1000, got {r1000:.1f}x"
)
print(f"PASS: op-count ratio at T=1000 is {r1000:.1f}x (expected >100x)")
if __name__ == "__main__":
test_zip317_dep_check()