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TEST-NEEDS: statistease

CRG Grade: C — ACHIEVED 2026-04-04

Current State

Category Count Details
Source modules 68 Julia: 30+ stats modules (descriptive, inferential, bayesian, SEM, timeseries, survival, etc.), pipeline, output, integrations, bridge + 3 Idris2 ABI
Unit tests 478 All in single runtests.jl -- comprehensive @test/@testset coverage
Integration tests 0 No dedicated integration tests
E2E tests 0 None
Benchmarks 0 benches/.gitkeep only -- EMPTY
Agda proofs 10 (per memory notes)

What's Missing

P2P Tests

  • No tests for VeriSimDB integration (claimed: port 8096)
  • No tests for pipeline module orchestrating multiple stats modules
  • No tests for TypeLL level integration

E2E Tests

  • No test running a full statistical analysis pipeline from data input to output report
  • No test for integration with external data sources

Aspect Tests

  • Security: No input sanitization tests for user-provided data
  • Performance: No performance tests despite being a computation-heavy stats library
  • Concurrency: No parallel computation tests (Julia supports multi-threading)
  • Error handling: No tests for NaN/Inf propagation, degenerate datasets, empty inputs

Benchmarks Needed (CRITICAL)

  • benches/.gitkeep is EMPTY -- claimed benchmarks DO NOT EXIST
  • Descriptive stats throughput (1M/10M/100M datapoints)
  • Bayesian MCMC convergence timing
  • SEM fitting performance
  • Time series forecasting latency
  • Memory usage for large datasets

Self-Tests

  • No self-diagnostic mode

FLAGGED ISSUES

  • 478 tests is solid unit coverage -- best among all scanned repos
  • benches/.gitkeep = phantom benchmarks -- no actual benchmarks exist despite this being a performance-critical stats library
  • Single test file for 68 modules -- should be split for maintainability
  • 0 integration tests despite 8 claimed integrations -- integration claims unverified

Priority: P2 (MEDIUM) -- unit tests are decent, but benchmarks and integrations are critical gaps

FAKE-FUZZ ALERT

  • tests/fuzz/placeholder.txt is a scorecard placeholder inherited from rsr-template-repo — it does NOT provide real fuzz testing
  • Replace with an actual fuzz harness (see rsr-template-repo/tests/fuzz/README.adoc) or remove the file
  • Priority: P2 — creates false impression of fuzz coverage