189 lines
5.7 KiB
Rust
189 lines
5.7 KiB
Rust
//! Unsafe Code Validation Tests for ML Package
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//!
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//! This test module validates unsafe blocks in the ML package that are currently active.
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//! Tests cover:
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//!
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//! 1. SIMD batch processing unsafe slice access (ml/src/batch_processing.rs)
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//! 2. Send/Sync trait implementations (ml/src/inference.rs)
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//!
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//! Run with miri: cargo +nightly miri test --package ml unsafe_validation
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//! Run coverage: cargo llvm-cov --package ml --tests unsafe_validation
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use ml::batch_processing::{AlignedBuffer, MemoryPool, MemoryPoolConfig};
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// ==============================================================================
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// BATCH PROCESSING UNSAFE BLOCK TESTS (2 unsafe blocks)
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// ==============================================================================
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/// Test 1: Unsafe block - as_slice() unsafe slice access
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/// Risk: MEDIUM - uninitialized data read if len > initialized region
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#[test]
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fn test_aligned_buffer_as_slice_initialized_data() {
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let mut buffer = AlignedBuffer::new(1024, 32).expect("Buffer creation should succeed");
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// Set length and initialize data
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buffer.set_len(512);
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// SAFETY: We must initialize data before calling as_slice()
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unsafe {
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let slice_mut = buffer.as_mut_slice();
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for i in 0..slice_mut.len() {
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slice_mut[i] = i as f64;
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}
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}
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// Now safe to read
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unsafe {
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let slice = buffer.as_slice();
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assert_eq!(slice.len(), 512);
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assert_eq!(slice[0], 0.0);
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assert_eq!(slice[511], 511.0);
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}
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// Miri will detect if we read uninitialized memory
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}
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/// Test 2: Unsafe block - as_mut_slice() unsafe mutable access
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/// Risk: MEDIUM - caller must maintain slice bounds during use
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#[test]
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fn test_aligned_buffer_as_mut_slice_bounds() {
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let mut buffer = AlignedBuffer::new(1024, 32).expect("Buffer creation should succeed");
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// Set length within capacity
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buffer.set_len(256);
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// Write to mutable slice
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unsafe {
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let slice_mut = buffer.as_mut_slice();
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assert_eq!(slice_mut.len(), 256);
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for i in 0..slice_mut.len() {
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slice_mut[i] = (i * 2) as f64;
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}
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}
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// Verify writes
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unsafe {
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let slice = buffer.as_slice();
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assert_eq!(slice[0], 0.0);
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assert_eq!(slice[128], 256.0);
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assert_eq!(slice[255], 510.0);
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}
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}
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/// Test 3: Memory pool buffer reuse with unsafe access
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#[test]
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fn test_memory_pool_buffer_reuse_safe_access() {
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let config = MemoryPoolConfig::default();
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let mut pool = MemoryPool::new(config).expect("Pool creation should succeed");
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// Get buffer and initialize
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let mut buffer1 = pool.get_buffer(512).expect("Buffer allocation should succeed");
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buffer1.set_len(512);
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unsafe {
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let slice_mut = buffer1.as_mut_slice();
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for i in 0..slice_mut.len() {
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slice_mut[i] = i as f64;
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}
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}
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// Return buffer to pool
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pool.return_buffer(buffer1);
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// Get buffer again - should reuse
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let mut buffer2 = pool.get_buffer(512).expect("Buffer reuse should succeed");
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buffer2.set_len(512);
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// Initialize new data (overwrite old data)
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unsafe {
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let slice_mut = buffer2.as_mut_slice();
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for i in 0..slice_mut.len() {
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slice_mut[i] = (i * 3) as f64;
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}
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}
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// Verify new data
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unsafe {
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let slice = buffer2.as_slice();
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assert_eq!(slice[0], 0.0);
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assert_eq!(slice[100], 300.0);
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}
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// Miri will detect if reused buffer has stale data issues
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}
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/// Test 4: Aligned buffer capacity enforcement
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#[test]
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fn test_aligned_buffer_capacity_enforcement() {
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let mut buffer = AlignedBuffer::new(256, 32).expect("Buffer creation should succeed");
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// Try to set length beyond capacity - should be clamped
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buffer.set_len(512); // Exceeds capacity of 256
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assert!(buffer.len() <= buffer.capacity());
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// Set valid length
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buffer.set_len(128);
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assert_eq!(buffer.len(), 128);
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unsafe {
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let slice = buffer.as_slice();
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assert_eq!(slice.len(), 128);
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}
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}
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/// Test 5: Aligned buffer invalid alignment detection
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#[test]
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fn test_aligned_buffer_invalid_alignment() {
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// Non-power-of-two alignment
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let result = AlignedBuffer::new(1024, 31);
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assert!(result.is_err(), "Non-power-of-two alignment should fail");
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// Zero alignment
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let result = AlignedBuffer::new(1024, 0);
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assert!(result.is_err(), "Zero alignment should fail");
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// Valid power-of-two alignments
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for alignment in [1, 2, 4, 8, 16, 32, 64, 128] {
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let result = AlignedBuffer::new(1024, alignment);
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assert!(result.is_ok(), "Alignment {} should be valid", alignment);
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}
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}
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/// Test 6: Batch processing with unsafe slice under high throughput
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#[test]
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fn test_batch_processing_high_throughput() {
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let config = MemoryPoolConfig {
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initial_capacity: 4096,
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max_pools: 8,
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alignment: 64,
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};
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let mut pool = MemoryPool::new(config).expect("Pool creation should succeed");
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// Simulate high throughput batch processing
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for batch_idx in 0..100 {
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let mut buffer = pool.get_buffer(1024).expect("Buffer allocation should succeed");
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buffer.set_len(1024);
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// Process batch with unsafe slice access
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unsafe {
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let slice_mut = buffer.as_mut_slice();
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for i in 0..slice_mut.len() {
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slice_mut[i] = (batch_idx * 1000 + i) as f64;
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}
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// Read and validate
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let slice = buffer.as_slice();
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assert_eq!(slice.len(), 1024);
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assert_eq!(slice[0], (batch_idx * 1000) as f64);
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}
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pool.return_buffer(buffer);
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}
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let stats = pool.get_stats();
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assert_eq!(stats.total_allocations, 100);
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assert_eq!(stats.total_deallocations, 100);
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}
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