git-subtree-dir: vendor/ruvector git-subtree-split: b64c21726f2bb37286d9ee36a7869fef60cc6900
495 lines
16 KiB
Rust
495 lines
16 KiB
Rust
//! Integration tests for ADR-033: Progressive Indexing Hardening.
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//!
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//! Tests cover:
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//! 1. QualityEnvelope as mandatory outer return type
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//! 2. Budget cap enforcement under adversarial queries
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//! 3. Graceful degradation under degenerate conditions
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//! 4. SecurityPolicy enforcement
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//! 5. Content-addressed centroid stability (HardeningFields)
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//! 6. Adversarial distribution detection
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//! 7. DoS hardening mechanisms
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use rvf_runtime::{
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adaptive_n_probe, centroid_distance_cv, combined_effective_n_probe,
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effective_n_probe_with_drift, is_degenerate_distribution, selective_safety_net_scan,
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should_activate_safety_net, BudgetTokenBucket, NegativeCache, ProofOfWork, QueryOptions,
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QuerySignature, RvfOptions, RvfStore, DEGENERATE_CV_THRESHOLD,
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};
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use rvf_types::quality::*;
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use rvf_types::security::*;
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use rvf_types::{ErrorCode, RvfError};
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use std::time::Duration;
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// ---- Helper: create a test store ----
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fn create_test_store(dim: u16, count: usize) -> (tempfile::TempDir, RvfStore) {
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let dir = tempfile::tempdir().unwrap();
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let path = dir.path().join("test.rvf");
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let mut opts = RvfOptions::default();
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opts.dimension = dim;
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opts.security_policy = SecurityPolicy::Permissive; // For test simplicity.
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let mut store = RvfStore::create(&path, opts).unwrap();
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// Ingest vectors in a single batch.
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let vectors: Vec<Vec<f32>> = (0..count)
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.map(|i| {
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(0..dim as usize)
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.map(|d| (i * dim as usize + d) as f32 * 0.01)
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.collect()
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})
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.collect();
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let vec_refs: Vec<&[f32]> = vectors.iter().map(|v| v.as_slice()).collect();
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let ids: Vec<u64> = (0..count as u64).collect();
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store.ingest_batch(&vec_refs, &ids, None).unwrap();
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(dir, store)
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}
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// ========================================================================
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// §1 QualityEnvelope Tests
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// ========================================================================
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#[test]
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fn quality_envelope_returned_for_normal_query() {
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let (_dir, store) = create_test_store(4, 100);
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let query = vec![0.5, 0.5, 0.5, 0.5];
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let opts = QueryOptions {
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quality_preference: QualityPreference::AcceptDegraded,
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..QueryOptions::default()
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};
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let envelope = store.query_with_envelope(&query, 10, &opts).unwrap();
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assert!(!envelope.results.is_empty());
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assert!(matches!(
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envelope.quality,
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ResponseQuality::Verified | ResponseQuality::Usable | ResponseQuality::Degraded
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));
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// Evidence must be populated.
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assert!(envelope.evidence.layers_used.layer_a);
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// Budget report must have non-zero total_us.
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assert!(envelope.budgets.total_us > 0 || envelope.results.is_empty());
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}
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#[test]
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fn quality_envelope_contains_all_fields() {
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let (_dir, store) = create_test_store(4, 50);
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let query = vec![0.1, 0.2, 0.3, 0.4];
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let opts = QueryOptions {
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quality_preference: QualityPreference::AcceptDegraded,
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..QueryOptions::default()
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};
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let envelope = store.query_with_envelope(&query, 5, &opts).unwrap();
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// All required fields must be present (not None where applicable).
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let _ = envelope.quality;
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let _ = envelope.evidence.layers_used;
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let _ = envelope.evidence.n_probe_effective;
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let _ = envelope.evidence.hnsw_candidate_count;
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let _ = envelope.budgets.total_us;
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let _ = envelope.budgets.distance_ops;
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// degradation may be None for non-degraded results.
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}
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#[test]
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fn quality_envelope_degraded_without_accept_returns_error() {
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let (_dir, store) = create_test_store(4, 2);
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let query = vec![0.5, 0.5, 0.5, 0.5];
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// Request 100 results from a store with only 2 vectors.
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// Safety net should activate, and with tight budget, quality may degrade.
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let opts = QueryOptions {
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quality_preference: QualityPreference::Auto,
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safety_net_budget: SafetyNetBudget {
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max_scan_time_us: 1,
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max_scan_candidates: 1,
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max_distance_ops: 1,
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},
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..QueryOptions::default()
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};
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let result = store.query_with_envelope(&query, 100, &opts);
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// With such a tiny budget asking for 100 from 2 vectors, we expect
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// either Ok (if 2 results are enough) or Err(QualityBelowThreshold).
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match result {
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Ok(envelope) => {
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// If Ok, quality should not be Degraded/Unreliable since we didn't AcceptDegraded.
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assert!(matches!(
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envelope.quality,
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ResponseQuality::Verified | ResponseQuality::Usable
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));
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}
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Err(RvfError::QualityBelowThreshold { quality, reason }) => {
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assert!(matches!(
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quality,
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ResponseQuality::Degraded | ResponseQuality::Unreliable
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));
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assert!(!reason.is_empty());
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}
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Err(other) => panic!("unexpected error: {other}"),
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}
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}
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#[test]
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fn quality_envelope_accept_degraded_succeeds() {
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let (_dir, store) = create_test_store(4, 2);
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let query = vec![0.5, 0.5, 0.5, 0.5];
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let opts = QueryOptions {
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quality_preference: QualityPreference::AcceptDegraded,
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safety_net_budget: SafetyNetBudget {
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max_scan_time_us: 1,
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max_scan_candidates: 1,
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max_distance_ops: 1,
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},
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..QueryOptions::default()
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};
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// With AcceptDegraded, even degraded results should return Ok.
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let result = store.query_with_envelope(&query, 100, &opts);
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assert!(result.is_ok());
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}
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// ========================================================================
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// §2 Budget Cap Enforcement
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// ========================================================================
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#[test]
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fn budget_caps_are_hard_limits() {
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let budget = SafetyNetBudget {
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max_scan_time_us: 1_000_000, // 1 second (won't hit in test).
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max_scan_candidates: 50,
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max_distance_ops: 50,
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};
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let query = vec![0.0; 4];
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let vecs: Vec<(u64, Vec<f32>)> = (0..10_000)
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.map(|i| (i as u64, vec![i as f32 * 0.001; 4]))
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.collect();
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let refs: Vec<(u64, &[f32])> = vecs.iter().map(|(id, v)| (*id, v.as_slice())).collect();
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let result = selective_safety_net_scan(&query, 10, &[], &refs, &budget, 10_000);
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// Hard cap: distance_ops must not exceed budget.
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assert!(
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result.budget_report.distance_ops <= budget.max_distance_ops + 1,
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"distance_ops {} exceeded budget {}",
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result.budget_report.distance_ops,
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budget.max_distance_ops,
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);
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assert!(
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result.budget_report.linear_scan_count <= budget.max_scan_candidates + 1,
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"scan_count {} exceeded budget {}",
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result.budget_report.linear_scan_count,
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budget.max_scan_candidates,
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);
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}
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#[test]
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fn disabled_budget_produces_no_scan() {
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let query = vec![0.0; 4];
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let vecs: Vec<(u64, Vec<f32>)> = (0..100).map(|i| (i as u64, vec![i as f32; 4])).collect();
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let refs: Vec<(u64, &[f32])> = vecs.iter().map(|(id, v)| (*id, v.as_slice())).collect();
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let result = selective_safety_net_scan(&query, 10, &[], &refs, &SafetyNetBudget::DISABLED, 100);
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assert!(result.candidates.is_empty());
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assert!(!result.budget_exhausted);
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assert_eq!(result.budget_report.distance_ops, 0);
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}
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#[test]
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fn prefer_quality_extends_budget_4x() {
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let base = SafetyNetBudget::LAYER_A;
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let extended = base.extended_4x();
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assert_eq!(extended.max_scan_time_us, base.max_scan_time_us * 4);
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assert_eq!(extended.max_scan_candidates, base.max_scan_candidates * 4);
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assert_eq!(extended.max_distance_ops, base.max_distance_ops * 4);
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}
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// ========================================================================
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// §3 Adversarial Distribution Detection
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// ========================================================================
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#[test]
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fn degenerate_detection_uniform() {
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let distances = vec![1.0; 100];
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assert!(is_degenerate_distribution(&distances, 10));
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}
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#[test]
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fn degenerate_detection_natural() {
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let distances: Vec<f32> = (0..100).map(|i| i as f32 * 0.5).collect();
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assert!(!is_degenerate_distribution(&distances, 10));
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}
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#[test]
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fn adaptive_nprobe_widens_on_degenerate() {
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let distances = vec![1.0; 1000];
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let result = adaptive_n_probe(4, &distances, 1000);
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assert!(result > 4, "should widen from 4, got {result}");
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assert!(result <= 16, "should cap at 4x base");
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}
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#[test]
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fn adaptive_nprobe_no_change_natural() {
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let distances: Vec<f32> = (0..100).map(|i| i as f32).collect();
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let result = adaptive_n_probe(10, &distances, 100);
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assert_eq!(result, 10);
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}
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#[test]
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fn epoch_drift_widening() {
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// No drift.
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assert_eq!(effective_n_probe_with_drift(10, 0, 64), 10);
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// Half drift.
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assert_eq!(effective_n_probe_with_drift(10, 32, 64), 10);
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// Beyond max drift: double.
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assert_eq!(effective_n_probe_with_drift(10, 100, 64), 20);
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}
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#[test]
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fn combined_nprobe_takes_max() {
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let distances: Vec<f32> = (0..100).map(|i| i as f32).collect();
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let (result, degenerate) = combined_effective_n_probe(10, &distances, 100, 100, 64);
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assert_eq!(result, 20); // Drift dominates.
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assert!(!degenerate);
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}
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#[test]
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fn cv_threshold_consistent() {
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assert!(DEGENERATE_CV_THRESHOLD > 0.0);
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assert!(DEGENERATE_CV_THRESHOLD < 1.0);
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// Uniform distances should be below threshold.
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let cv = centroid_distance_cv(&vec![1.0; 100], 10);
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assert!(cv < DEGENERATE_CV_THRESHOLD);
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}
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// ========================================================================
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// §4 Security Policy
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// ========================================================================
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#[test]
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fn security_policy_default_is_strict() {
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assert_eq!(SecurityPolicy::default(), SecurityPolicy::Strict);
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}
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#[test]
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fn security_policy_methods() {
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assert!(!SecurityPolicy::Permissive.requires_signature());
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assert!(SecurityPolicy::Strict.requires_signature());
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assert!(SecurityPolicy::Paranoid.requires_signature());
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assert!(!SecurityPolicy::Permissive.verifies_content_hashes());
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assert!(SecurityPolicy::WarnOnly.verifies_content_hashes());
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assert!(SecurityPolicy::Strict.verifies_content_hashes());
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assert!(!SecurityPolicy::Strict.verifies_level1());
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assert!(SecurityPolicy::Paranoid.verifies_level1());
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}
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#[test]
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fn security_error_stable_display() {
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let err = SecurityError::UnsignedManifest {
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manifest_offset: 0x1000,
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};
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let s = format!("{err}");
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assert!(s.contains("unsigned manifest"));
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assert!(s.contains("1000"));
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let err = SecurityError::ContentHashMismatch {
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pointer_name: "centroid",
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expected_hash: [0xAA; 16],
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actual_hash: [0xBB; 16],
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seg_offset: 0x2000,
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};
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let s = format!("{err}");
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assert!(s.contains("centroid"));
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}
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// ========================================================================
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// §5 Content-Addressed Centroid Stability (HardeningFields)
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// ========================================================================
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#[test]
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fn hardening_fields_round_trip() {
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let fields = HardeningFields {
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entrypoint_content_hash: [0x11; 16],
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toplayer_content_hash: [0x22; 16],
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centroid_content_hash: [0x33; 16],
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quantdict_content_hash: [0x44; 16],
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hot_cache_content_hash: [0x55; 16],
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centroid_epoch: 42,
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max_epoch_drift: 64,
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reserved: [0u8; 8],
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};
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let bytes = fields.to_bytes();
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let decoded = HardeningFields::from_bytes(&bytes);
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assert_eq!(fields, decoded);
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}
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#[test]
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fn hardening_fields_epoch_drift() {
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let fields = HardeningFields {
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centroid_epoch: 10,
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max_epoch_drift: 64,
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..HardeningFields::zeroed()
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};
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assert_eq!(fields.epoch_drift(50), 40);
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assert!(!fields.is_epoch_drift_exceeded(50));
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assert!(fields.is_epoch_drift_exceeded(100));
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}
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#[test]
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fn hardening_fields_pointer_lookup() {
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let mut fields = HardeningFields::zeroed();
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fields.centroid_content_hash = [0xAB; 16];
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assert_eq!(fields.hash_for_pointer("centroid"), Some(&[0xAB; 16]));
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assert_eq!(fields.hash_for_pointer("nonexistent"), None);
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}
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#[test]
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fn hardening_fields_fits_in_reserved() {
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assert!(HardeningFields::RESERVED_OFFSET + 96 <= 252);
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}
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// ========================================================================
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// §6 DoS Hardening
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// ========================================================================
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#[test]
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fn budget_token_bucket_basic() {
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let mut bucket = BudgetTokenBucket::new(100, Duration::from_secs(60));
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assert_eq!(bucket.remaining(), 100);
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assert_eq!(bucket.try_consume(30), Ok(70));
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assert_eq!(bucket.try_consume(70), Ok(0));
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assert!(bucket.try_consume(1).is_err());
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}
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#[test]
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fn negative_cache_blacklists_repeated_degenerate() {
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let mut cache = NegativeCache::new(3, Duration::from_secs(60), 1000);
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let sig = QuerySignature::from_query(&[0.1, 0.2, 0.3]);
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assert!(!cache.record_degenerate(sig));
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assert!(!cache.record_degenerate(sig));
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assert!(cache.record_degenerate(sig)); // 3rd hit = blacklisted.
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assert!(cache.is_blacklisted(&sig));
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}
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#[test]
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fn negative_cache_max_size_enforced() {
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let mut cache = NegativeCache::new(100, Duration::from_secs(60), 5);
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for i in 0..20 {
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let sig = QuerySignature::from_query(&[i as f32]);
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cache.record_degenerate(sig);
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}
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assert!(cache.len() <= 5);
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}
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#[test]
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fn proof_of_work_solve_and_verify() {
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let pow = ProofOfWork {
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challenge: [0x42; 16],
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difficulty: 4,
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};
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let nonce = pow.solve().expect("d=4 should solve quickly");
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assert!(pow.verify(nonce));
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}
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#[test]
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fn query_signature_deterministic() {
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let q = vec![0.1, 0.2, 0.3];
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assert_eq!(
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QuerySignature::from_query(&q),
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QuerySignature::from_query(&q)
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);
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}
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// ========================================================================
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// §7 Error Code Completeness
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// ========================================================================
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#[test]
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fn new_error_codes_have_correct_categories() {
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assert_eq!(ErrorCode::UnsignedManifest.category(), 0x08);
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assert_eq!(ErrorCode::ContentHashMismatch.category(), 0x08);
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assert_eq!(ErrorCode::UnknownSigner.category(), 0x08);
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assert_eq!(ErrorCode::EpochDriftExceeded.category(), 0x08);
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assert_eq!(ErrorCode::Level1InvalidSignature.category(), 0x08);
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assert_eq!(ErrorCode::QualityBelowThreshold.category(), 0x09);
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assert_eq!(ErrorCode::BudgetTokensExhausted.category(), 0x09);
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assert_eq!(ErrorCode::QueryBlacklisted.category(), 0x09);
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}
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#[test]
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fn security_error_codes_are_security() {
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assert!(ErrorCode::UnsignedManifest.is_security_error());
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assert!(ErrorCode::ContentHashMismatch.is_security_error());
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assert!(!ErrorCode::Ok.is_security_error());
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}
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#[test]
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fn quality_error_codes_are_quality() {
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assert!(ErrorCode::QualityBelowThreshold.is_quality_error());
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assert!(ErrorCode::BudgetTokensExhausted.is_quality_error());
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assert!(!ErrorCode::Ok.is_quality_error());
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}
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// ========================================================================
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// §8 Safety Net Activation Logic
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// ========================================================================
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#[test]
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fn safety_net_activates_correctly() {
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assert!(should_activate_safety_net(0, 5));
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assert!(should_activate_safety_net(5, 5));
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assert!(should_activate_safety_net(9, 5));
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assert!(!should_activate_safety_net(10, 5));
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assert!(!should_activate_safety_net(100, 5));
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}
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// ========================================================================
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// §9 QualityPreference Behavior
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// ========================================================================
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#[test]
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fn prefer_latency_disables_safety_net() {
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let (_dir, store) = create_test_store(4, 5);
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let query = vec![0.1, 0.2, 0.3, 0.4];
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let opts = QueryOptions {
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quality_preference: QualityPreference::PreferLatency,
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..QueryOptions::default()
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};
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// PreferLatency should not trigger safety net scan.
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let envelope = store.query_with_envelope(&query, 3, &opts).unwrap();
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assert_eq!(envelope.budgets.safety_net_scan_us, 0);
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}
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// ========================================================================
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// §10 Derive Response Quality
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// ========================================================================
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#[test]
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fn derive_quality_from_mixed() {
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let q =
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derive_response_quality(&[RetrievalQuality::Full, RetrievalQuality::BruteForceBudgeted]);
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assert_eq!(q, ResponseQuality::Degraded);
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}
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#[test]
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fn derive_quality_all_full() {
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let q = derive_response_quality(&[RetrievalQuality::Full, RetrievalQuality::Full]);
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assert_eq!(q, ResponseQuality::Verified);
|
|
}
|
|
|
|
#[test]
|
|
fn derive_quality_empty_is_unreliable() {
|
|
let q = derive_response_quality(&[]);
|
|
assert_eq!(q, ResponseQuality::Unreliable);
|
|
}
|