wifi-densepose/vendor/ruvector/examples/scipix/tests/SUMMARY.md

Integration Tests Summary

Created Files

Integration Tests (7 files)

• integration/mod.rs - Test module organization
• integration/pipeline_tests.rs - Full pipeline tests (9.1KB)
• integration/api_tests.rs - API server tests (2.1KB)
• integration/cli_tests.rs - CLI command tests (6.1KB)
• integration/cache_tests.rs - Cache behavior tests (11KB)
• integration/accuracy_tests.rs - Accuracy validation (12KB)
• integration/performance_tests.rs - Performance validation (11KB)

Common Utilities (5 files)

• common/mod.rs - Utility module organization
• common/server.rs - Test server setup/teardown (6.7KB)
• common/images.rs - Image generation utilities (4.0KB)
• common/latex.rs - LaTeX comparison utilities (5.9KB)
• common/metrics.rs - Metric calculation (CER, WER, BLEU) (6.0KB)

Test Infrastructure (2 files)

• lib.rs - Test library root
• README.md - Comprehensive test documentation

Test Coverage

Pipeline Tests

✅ PNG → LaTeX pipeline ✅ JPEG → MathML pipeline ✅ WebP → HTML pipeline ✅ Error propagation ✅ Timeout handling ✅ Batch processing ✅ Preprocessing pipeline ✅ Multi-format output ✅ Caching integration

API Tests

✅ POST /v3/text with file upload ✅ POST /v3/text with base64 ✅ POST /v3/text with URL ✅ Rate limiting (5 req/min) ✅ Authentication validation ✅ Error responses ✅ Concurrent requests (10 parallel) ✅ Health check endpoint ✅ Options processing

CLI Tests

✅ ocr command with file ✅ ocr with output formats ✅ batch command ✅ serve command startup ✅ config command (show/set) ✅ Invalid file handling ✅ Exit codes ✅ Verbose output ✅ JSON output ✅ Help and version commands

Cache Tests

✅ Cache hit/miss behavior ✅ Similarity-based lookup ✅ Cache eviction (LRU) ✅ Persistence across restarts ✅ Cache invalidation ✅ Hit ratio calculation ✅ TTL expiration ✅ Concurrent cache access

Accuracy Tests

✅ Simple expressions (CER < 0.05) ✅ Im2latex-100k subset (50 samples) ✅ Fractions (85%+ accuracy) ✅ Special symbols (80%+ accuracy) ✅ Regression detection ✅ Confidence calibration

Performance Tests

✅ Latency within bounds (<100ms) ✅ Memory usage limits (<100MB growth) ✅ Memory leak detection (<1KB/iter) ✅ Throughput (>5 img/sec) ✅ Concurrent throughput (>10 req/sec) ✅ Latency percentiles (P50/P95/P99) ✅ Batch efficiency ✅ Cold start warmup

Key Features

Test Utilities

• TestServer: Mock server with configurable options
• Image Generation: Programmatic equation rendering
• LaTeX Comparison: Normalization and similarity
• Metrics: CER, WER, BLEU calculation
• Cache Stats: Hit/miss tracking

Quality Metrics

• Character Error Rate (CER)
• Word Error Rate (WER)
• BLEU score
• Precision/Recall/F1
• Confidence scores
• Processing time

Performance Targets

• Latency: <100ms (simple equations)
• Throughput: >5 images/second
• Memory: <100MB increase
• No memory leaks
• P50: <100ms, P95: <200ms, P99: <500ms

Total Statistics

• Total Files: 14
• Total Lines: 2,473+
• Test Count: 50+
• Coverage Target: 80%+

Dependencies Required

[dev-dependencies]
tokio = { version = "1", features = ["full"] }
tokio-test = "0.4"
reqwest = { version = "0.11", features = ["json", "multipart"] }
assert_cmd = "2.0"
predicates = "3.0"
serde_json = "1.0"
image = "0.24"
imageproc = "0.23"
rusttype = "0.9"
rand = "0.8"
futures = "0.3"
base64 = "0.21"
env_logger = "0.10"

Running Tests

# All integration tests
cargo test --test '*' --all-features

# Specific test suite
cargo test --test integration::pipeline_tests

# With logging
RUST_LOG=debug cargo test --test '*' -- --nocapture

# Single test
cargo test test_pipeline_png_to_latex

Next Steps

1. ✅ Integration tests created
2. ⏳ Add test data (Im2latex subset)
3. ⏳ Implement actual OCR engine
4. ⏳ Implement API server
5. ⏳ Implement CLI
6. ⏳ Add CI/CD pipeline
7. ⏳ Run tests and fix failures

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Created: 2025-11-28 Author: Testing Agent Status: Complete