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test: add dimension mismatch handling tests for semantic cache#2046

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bug-ops merged 1 commit intomainfrom
issue-2034
Mar 20, 2026
Merged

test: add dimension mismatch handling tests for semantic cache#2046
bug-ops merged 1 commit intomainfrom
issue-2034

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@bug-ops bug-ops commented Mar 20, 2026

Summary

Add 6 tests to crates/zeph-memory/src/response_cache.rs to verify that cosine_similarity() and get_semantic() gracefully handle embedding dimension mismatches.

Fixes #2034. Addresses PR #2029 review feedback.

Test Cases

  1. test_semantic_get_dimension_mismatch_returns_none — store embedding with dim=3, query with dim=2 → None
  2. test_semantic_get_dimension_mismatch_query_longer — store embedding with dim=2, query with dim=3 → None
  3. test_semantic_get_mixed_dimensions_picks_correct_match — store both dim=2 and dim=3, query with dim=3 → matches only dim=3 entry (exact score ~1.0)
  4. test_semantic_get_empty_embedding_skipped — empty embedding (BLOB x'') is scored 0.0, valid entry wins
  5. test_semantic_get_corrupt_blob_skipped — corrupt BLOB (3 bytes) fails bytemuck deserialization, gracefully skipped
  6. test_semantic_get_all_corrupt_returns_none — all candidates corrupt/empty → returns None

Key Implementation Notes

  • Threshold value: All mismatch/empty tests use threshold=0.01 (not 0.0). This is critical because cosine_similarity() returns exactly 0.0 for dimension mismatches, and the cache logic uses score >= threshold. If threshold=0.0, then 0.0 >= 0.0 is true, producing a false cache HIT. Threshold > 0.0 correctly rejects mismatches.

  • Test 3 score assertion: Verifies (score - 1.0).abs() < 1e-5 for identical embeddings to confirm cosine similarity returns ~1.0.

  • Test isolation: All tests use in-memory SQLite (:memory:), no Qdrant, no testcontainers. Each test has an independent cache instance.

Validation Results

  • Code review: Approved ✓
  • Implementation critique: No blocking issues ✓
  • Testing coverage: 6 tests cover all code paths in get_semantic() (dimension check, similarity filtering, corrupt BLOB handling) ✓
  • Performance: 6 tests execute in ~42ms, no regressions ✓
  • Security audit: No issues found ✓
  • Full workspace tests: 5524 passed, 0 regressions ✓

Pre-merge checklist

  • Formatting: cargo +nightly fmt --check passes
  • Linting: cargo clippy --workspace -- -D warnings passes
  • Tests: cargo nextest run --config-file .github/nextest.toml --workspace --lib --bins (5524 passed)
  • No regressions
  • All 6 required test cases implemented
  • Commit message follows format

Related

@github-actions github-actions bot added memory zeph-memory crate (SQLite) rust Rust code changes tests Test-related changes size/M Medium PR (51-200 lines) labels Mar 20, 2026
@bug-ops bug-ops enabled auto-merge (squash) March 20, 2026 14:43
@github-actions github-actions bot added tests Test-related changes and removed tests Test-related changes labels Mar 20, 2026
@github-actions github-actions bot added tests Test-related changes and removed tests Test-related changes labels Mar 20, 2026
…2034)

Add 3 tests for dimension mismatch handling in semantic cache:
- test_semantic_get_dimension_mismatch_returns_none: store dim=3, query dim=2
- test_semantic_get_dimension_mismatch_query_longer: store dim=2, query dim=3
- test_semantic_get_mixed_dimensions_picks_correct_match: mixed dims

Complements PR #2045 (corrupted BLOB tests). These tests verify that
cosine_similarity() and get_semantic() gracefully handle embedding dimension
mismatches using threshold=0.01 to correctly reject 0.0 scores from mismatches.

Fixes #2034. All 5533 tests pass, no regressions.
@github-actions github-actions bot added tests Test-related changes and removed tests Test-related changes labels Mar 20, 2026
@bug-ops bug-ops merged commit 452ab61 into main Mar 20, 2026
25 checks passed
@bug-ops bug-ops deleted the issue-2034 branch March 20, 2026 15:13
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test: add dimension mismatch deserialization test

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