java-topology/defects/substrate/unit/IsMemberAlgorithm.java

71 lines
2.3 KiB
Java

package unit;
import java.util.*;
/**
* substrate-0002: CWE-407 Aura/BABE/BEEFY is_member linear authority scan
*
* Simulates:
* Slow: authorities.iter().any(|id| id == authority_id) — O(A)
* Fast: authorities.binary_search(authority_id).is_ok() — O(log A)
*/
public class IsMemberAlgorithm {
static class Result {
final long ops;
final boolean found;
Result(long ops, boolean found) { this.ops = ops; this.found = found; }
}
/** Slow: linear scan. Mirrors .iter().any() */
static Result slowIsMember(int[] authorities, int target) {
long ops = 0;
for (int id : authorities) {
ops++;
if (id == target) return new Result(ops, true);
}
return new Result(ops, false);
}
/** Fast: binary search. Mirrors .binary_search() on sorted BoundedVec */
static Result fastIsMember(int[] sortedAuthorities, int target) {
int lo = 0, hi = sortedAuthorities.length - 1;
long ops = 0;
while (lo <= hi) {
ops++;
int mid = (lo + hi) >>> 1;
if (sortedAuthorities[mid] == target) return new Result(ops, true);
else if (sortedAuthorities[mid] < target) lo = mid + 1;
else hi = mid - 1;
}
return new Result(ops, false);
}
static void bench() {
int N_AUTH = 1000;
int[] authorities = new int[N_AUTH];
for (int i = 0; i < N_AUTH; i++) authorities[i] = i * 2; // even IDs, sorted
// Worst case: target not present (or last element)
int target = N_AUTH * 2 - 1; // odd, not in list → full scan
Result slow = slowIsMember(authorities, target);
Result fast = fastIsMember(authorities, target);
System.out.println("is_member N_AUTH=" + N_AUTH);
System.out.println(" slow ops: " + slow.ops + " found=" + slow.found);
System.out.println(" fast ops: " + fast.ops + " found=" + fast.found);
double speedup = (double) slow.ops / fast.ops;
System.out.printf(" speedup: %.1fx%n", speedup);
assert slow.found == fast.found : "result mismatch";
assert slow.ops > fast.ops * 10 : "expected >10x speedup, got " + speedup;
System.out.println("1/1 PASS");
}
public static void main(String[] args) {
bench();
}
}