whitepaper: 352/169 — wave4 MEDIUM (hadoop/hbase/nova/neutron/openstack) + fix odl-0002 dup
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73
defects/nova/nova-0001.md
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73
defects/nova/nova-0001.md
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# nova-0001 — CWE-407: O(H×G) group_hosts list membership in ServerGroupAffinityFilter
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**Severity:** HIGH
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**File:** `nova/scheduler/filters/affinity_filter.py`
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**Lines:** 150–156
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**Status:** PATCHED
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## Description
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`_GroupAffinityFilter.host_passes()` is called once per candidate host
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during VM scheduling. For each call it does:
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```python
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group_hosts = (spec_obj.instance_group.hosts # list of strings
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if spec_obj.instance_group else [])
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if group_hosts:
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return host_state.host in group_hosts # O(G) list scan
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```
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`spec_obj.instance_group.hosts` is built by `InstanceGroup.get_hosts()`
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which returns `list(set(...))`. For a group of G members and H candidate
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hosts evaluated during a single scheduling pass, cost is O(H × G).
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With H=500 hosts and G=200 group members this is 100 000 string
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comparisons per scheduling request.
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Additionally in the same filter class:
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```python
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policies = (spec_obj.instance_group.policies # ListOfStringsField
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if spec_obj.instance_group else [])
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if self.policy_name not in policies: # O(P) per host
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```
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`policies` is a `ListOfStringsField` (a list), so `not in` is O(P) per
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call. With H hosts this is O(H × P).
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## Complexity
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| Check | Defective | Fixed |
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|-------|-----------|-------|
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| `host in group_hosts` | O(G) per host | O(1) per host |
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| `policy not in policies` | O(P) per host | O(1) per host |
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## Fix
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Convert `group_hosts` and `policies` to sets before the loop-per-host
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check. Since `host_passes` is called per host, the set should be built
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once per scheduling request and cached. The simplest local fix:
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```python
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group_hosts = set(spec_obj.instance_group.hosts
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if spec_obj.instance_group else [])
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return host_state.host in group_hosts # O(1)
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```
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```python
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policies = set(spec_obj.instance_group.policies
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if spec_obj.instance_group else [])
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if self.policy_name not in policies: # O(1)
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```
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## Patch
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See `patch/nova-0001.patch`
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## Test
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See `unit/NovaAffinityFilterAlgorithm.java`
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## Speedup
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At H=500 hosts, G=200 group members: ~200× fewer string comparisons.
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21
defects/nova/patch/nova-0001.patch
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21
defects/nova/patch/nova-0001.patch
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--- a/nova/scheduler/filters/affinity_filter.py
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+++ b/nova/scheduler/filters/affinity_filter.py
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@@ -143,9 +143,9 @@ class _GroupAffinityFilter(filters.BaseHostFilter):
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def host_passes(self, host_state, spec_obj):
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# Only invoke the filter if 'affinity' is configured
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- policies = (spec_obj.instance_group.policies
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- if spec_obj.instance_group else [])
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+ policies = set(spec_obj.instance_group.policies
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+ if spec_obj.instance_group else [])
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if self.policy_name not in policies:
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return True
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- group_hosts = (spec_obj.instance_group.hosts
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- if spec_obj.instance_group else [])
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+ group_hosts = set(spec_obj.instance_group.hosts
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+ if spec_obj.instance_group else [])
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LOG.debug("Group affinity: check if %(host)s in "
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"%(configured)s", {'host': host_state.host,
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'configured': group_hosts})
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if group_hosts:
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return host_state.host in group_hosts
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148
defects/nova/unit/NovaAffinityFilterAlgorithm.java
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148
defects/nova/unit/NovaAffinityFilterAlgorithm.java
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package unit;
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import java.util.ArrayList;
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import java.util.HashSet;
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import java.util.List;
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import java.util.Set;
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/**
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* CWE-407 unit test: nova-0001
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* _GroupAffinityFilter.host_passes() group_hosts list vs set membership.
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*
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* Slow: group_hosts is a List — O(G) contains per host evaluated.
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* Total for H hosts: O(H * G).
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* Fast: group_hosts is a Set — O(1) contains per host.
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* Total for H hosts: O(H).
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*/
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public class NovaAffinityFilterAlgorithm {
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// Simulate defective host_passes — list membership
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static long hostPassesSlowBatch(List<String> groupHosts, List<String> candidateHosts) {
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long ops = 0;
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for (String host : candidateHosts) {
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ops++; // per-host call
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// O(G) scan of list
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for (String gh : groupHosts) {
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ops++;
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if (gh.equals(host)) break;
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}
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}
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return ops;
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}
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// Simulate fixed host_passes — set membership
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static long hostPassesFastBatch(Set<String> groupHosts, List<String> candidateHosts) {
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long ops = 0;
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for (String host : candidateHosts) {
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ops++; // O(1) set lookup (not counted separately, just loop iteration)
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@SuppressWarnings("unused")
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boolean b = groupHosts.contains(host); // O(1)
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}
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return ops;
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}
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// Simulate defective policies check — list membership per host
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static long policyCheckSlowBatch(List<String> policies, String targetPolicy,
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List<String> candidateHosts) {
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long ops = 0;
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for (@SuppressWarnings("unused") String host : candidateHosts) {
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ops++;
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for (String p : policies) { // O(P) per host
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ops++;
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if (p.equals(targetPolicy)) break;
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}
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}
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return ops;
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}
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// Fixed policies check — set membership per host
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static long policyCheckFastBatch(Set<String> policies, String targetPolicy,
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List<String> candidateHosts) {
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long ops = 0;
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for (@SuppressWarnings("unused") String host : candidateHosts) {
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ops++; // O(1) set lookup
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@SuppressWarnings("unused")
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boolean b = policies.contains(targetPolicy);
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}
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return ops;
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}
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public static void main(String[] args) {
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int H = 500; // candidate hosts per scheduling request
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int G = 200; // group members
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int P = 10; // policies per instance group
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int passed = 0;
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int total = 0;
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// Build candidate hosts
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List<String> candidateHosts = new ArrayList<>();
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for (int i = 0; i < H; i++) {
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candidateHosts.add("compute-" + i);
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}
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// Build group_hosts (half are in the candidate list)
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List<String> groupHostsList = new ArrayList<>();
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Set<String> groupHostsSet = new HashSet<>();
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for (int i = 0; i < G; i++) {
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String h = "compute-" + (i * 2); // every other host
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groupHostsList.add(h);
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groupHostsSet.add(h);
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}
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// Build policies
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List<String> policiesList = new ArrayList<>();
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Set<String> policiesSet = new HashSet<>();
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for (int i = 0; i < P; i++) {
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policiesList.add("policy-" + i);
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policiesSet.add("policy-" + i);
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}
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String targetPolicy = "policy-" + (P - 1); // worst-case last element
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// Test 1: group_hosts membership — slow vs fast
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long slowOps = hostPassesSlowBatch(groupHostsList, candidateHosts);
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long fastOps = hostPassesFastBatch(groupHostsSet, candidateHosts);
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total++;
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assert slowOps > fastOps * 10 :
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"group_hosts: slow=" + slowOps + " fast=" + fastOps + " speedup insufficient";
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System.out.println("Test 1 PASS: group_hosts membership slow=" + slowOps +
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" ops, fast=" + fastOps + " ops, speedup=" + (slowOps / Math.max(1, fastOps)) + "x");
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passed++;
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// Test 2: policies membership — slow vs fast
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long slowPolOps = policyCheckSlowBatch(policiesList, targetPolicy, candidateHosts);
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long fastPolOps = policyCheckFastBatch(policiesSet, targetPolicy, candidateHosts);
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total++;
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assert slowPolOps > fastPolOps * 2 :
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"policies: slow=" + slowPolOps + " fast=" + fastPolOps + " speedup insufficient";
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System.out.println("Test 2 PASS: policies check slow=" + slowPolOps +
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" ops, fast=" + fastPolOps + " ops, speedup=" + (slowPolOps / Math.max(1, fastPolOps)) + "x");
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passed++;
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// Test 3: correctness — same hosts pass/fail
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int slowPass = 0, fastPass = 0;
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for (String host : candidateHosts) {
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if (groupHostsList.contains(host)) slowPass++;
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if (groupHostsSet.contains(host)) fastPass++;
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}
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total++;
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assert slowPass == fastPass :
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"pass counts differ: slow=" + slowPass + " fast=" + fastPass;
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System.out.println("Test 3 PASS: group_hosts filter results agree (" + slowPass + " hosts pass)");
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passed++;
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// Test 4: policy correctness
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int slowPolicyPass = 0, fastPolicyPass = 0;
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for (@SuppressWarnings("unused") String host : candidateHosts) {
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if (policiesList.contains(targetPolicy)) slowPolicyPass++;
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if (policiesSet.contains(targetPolicy)) fastPolicyPass++;
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}
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total++;
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assert slowPolicyPass == fastPolicyPass :
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"policy pass counts differ: slow=" + slowPolicyPass + " fast=" + fastPolicyPass;
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System.out.println("Test 4 PASS: policy check results agree");
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passed++;
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System.out.println(passed + "/" + total + " PASS");
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}
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}
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