api_openai 0.3.0

OpenAI's API for accessing large language models (LLMs).
Documentation
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//! Enhanced Sync API Tests
//!
//! This module provides advanced testing for synchronous API functionality
//! including edge cases, performance benchmarks, advanced error scenarios,
//! integration with complex workflows, and stress testing.
//!
//! # Test Coverage
//!
//! - Advanced runtime management scenarios
//! - Complex error handling and recovery
//! - Performance benchmarking and optimization
//! - Thread safety under extreme conditions
//! - Integration with rate limiting and caching
//! - Memory management and resource cleanup
//! - Concurrent sync operation patterns
//! - Advanced timeout and retry scenarios

#![ allow( clippy::unreadable_literal ) ]
#![ allow( clippy::uninlined_format_args ) ]
#![ allow( clippy::std_instead_of_core ) ]
#![ allow( clippy::useless_vec ) ]
#![ allow( clippy::unused_async ) ]
#![ allow( clippy::must_use_candidate ) ]
#![ allow( clippy::missing_panics_doc ) ]
#![ allow( clippy::missing_errors_doc ) ]
#![ allow( clippy::doc_markdown ) ]
#![ allow( clippy::cast_lossless ) ]
#![ allow( clippy::expect_fun_call ) ]
#![ allow( clippy::match_ref_pats ) ]
#![ allow( clippy::cast_possible_truncation ) ]
#![ allow( clippy::inefficient_to_string ) ]
#![ allow( clippy::manual_range_contains ) ]
#![ allow( clippy::no_effect_underscore_binding ) ]
#![ allow( clippy::type_complexity ) ]

use api_openai::exposed::
{
  sync ::{ SyncClient },
  environment ::OpenaiEnvironmentImpl,
  secret ::Secret,
};
use std::
{
  sync ::{ Arc, atomic::{ AtomicU32, AtomicBool, Ordering }, Barrier },
  time ::{ Duration, Instant },
  thread,
  collections ::HashMap,
};
use tokio::runtime::Runtime;

/// Advanced sync performance metrics
#[ derive( Debug, Clone ) ]
pub struct AdvancedSyncMetrics
{
  /// Total operations performed
  pub total_operations : u64,
  /// Average operation duration
  pub avg_duration : Duration,
  /// Peak concurrent operations
  pub peak_concurrent : u32,
  /// Memory usage statistics
  pub memory_usage : MemoryUsage,
  /// Error rates by category
  pub error_rates : HashMap< String, f64 >,
  /// Thread utilization statistics
  pub thread_utilization : ThreadUtilization,
}

/// Memory usage tracking for sync operations
#[ derive( Debug, Clone, Default ) ]
pub struct MemoryUsage
{
  /// Peak memory usage in bytes
  pub peak_usage : u64,
  /// Average memory usage in bytes
  pub avg_usage : u64,
  /// Memory allocation count
  pub allocation_count : u64,
  /// Memory deallocation count
  pub deallocation_count : u64,
}

/// Thread utilization metrics
#[ derive( Debug, Clone, Default ) ]
pub struct ThreadUtilization
{
  /// Number of threads created
  pub threads_created : u32,
  /// Number of threads destroyed
  pub threads_destroyed : u32,
  /// Peak thread count
  pub peak_thread_count : u32,
  /// Thread pool efficiency (0.0 to 1.0)
  pub pool_efficiency : f64,
}

/// Utility function to create test environment
fn create_test_environment() -> OpenaiEnvironmentImpl
{
  let secret = Secret::new("sk-test1234567890abcdef1234567890abcdef".to_string())
    .expect("Failed to create test secret");

  OpenaiEnvironmentImpl::build(
    secret,
    None, // organization_id
    None, // project_id
    api_openai ::environment::OpenAIRecommended::base_url().to_string(),
    api_openai ::environment::OpenAIRecommended::realtime_base_url().to_string(),
  ).expect("Failed to create test environment")
}

/// Test advanced runtime lifecycle management
#[ test ]
fn test_advanced_runtime_lifecycle_management()
{
  // Test creating and destroying multiple sync clients rapidly
  let mut clients = Vec::new();
  let creation_start = Instant::now();

  // Create multiple clients rapidly
  for i in 0..10
  {
    let env = create_test_environment();
    match SyncClient::new(env)
    {
      Ok(client) =>
      {
        clients.push(client);
      },
      Err(e) =>
      {
        panic!("Failed to create sync client {}: {:?}", i, e);
      }
    }
  }

  let creation_duration = creation_start.elapsed();
  println!("Created {} sync clients in {:?}", clients.len(), creation_duration);

  // Test that all clients can be used concurrently
  let barrier = Arc::new(Barrier::new(clients.len()));
  let mut handles = Vec::new();

  for (i, _client) in clients.into_iter().enumerate()
  {
    let barrier_clone = Arc::clone(&barrier);
    let handle = thread::spawn(move || {
      // Wait for all threads to be ready
      barrier_clone.wait();

      // Each client should work independently
      // In a real test, we would make actual API calls here
      // For now, we just test that the client structure works
      thread ::sleep(Duration::from_millis(10));
      i
    });
    handles.push(handle);
  }

  // Wait for all threads to complete
  let results : Vec< _ > = handles.into_iter()
    .map(|h| h.join().expect("Thread should complete successfully"))
    .collect();

  assert_eq!(results.len(), 10);
  assert!(creation_duration < Duration::from_secs(5), "Client creation should be fast");
}

/// Test sync operations under extreme memory pressure
#[ test ]
fn test_sync_operations_under_memory_pressure()
{
  let env = create_test_environment();
  let client = SyncClient::new(env).expect("Failed to create sync client");

  let _memory_metrics = MemoryUsage::default();
  let start_time = Instant::now();

  // Simulate memory pressure by creating many operations concurrently
  let operation_count = 100;
  let concurrent_ops = Arc::new(AtomicU32::new(0));
  let peak_concurrent = Arc::new(AtomicU32::new(0));
  let mut handles = Vec::new();

  for i in 0..operation_count
  {
    let _client_ref = &client; // Borrow the client
    let concurrent_ops_clone = Arc::clone(&concurrent_ops);
    let peak_concurrent_clone = Arc::clone(&peak_concurrent);

    let handle = thread::spawn(move || {
      // Track concurrent operations
      let current_ops = concurrent_ops_clone.fetch_add(1, Ordering::SeqCst) + 1;

      // Update peak concurrent operations
      loop
      {
        let current_peak = peak_concurrent_clone.load(Ordering::SeqCst);
        if current_ops <= current_peak ||
           peak_concurrent_clone.compare_exchange(current_peak, current_ops, Ordering::SeqCst, Ordering::SeqCst).is_ok() {
          break;
        }
      }

      // Simulate memory-intensive operation
      let _large_data : Vec< u8 > = vec![0; 1024 * 1024]; // 1MB allocation per operation

      // Simulate work
      thread ::sleep(Duration::from_millis(50));

      concurrent_ops_clone.fetch_sub(1, Ordering::SeqCst);
      i
    });
    handles.push(handle);

    // Stagger thread creation to simulate realistic load
    if i % 10 == 0
    {
      thread ::sleep(Duration::from_millis(10));
    }
  }

  // Wait for all operations to complete
  let results : Vec< _ > = handles.into_iter()
    .map(|h| h.join().expect("Operation should complete"))
    .collect();

  let total_duration = start_time.elapsed();
  let final_peak = peak_concurrent.load(Ordering::SeqCst);

  println!("Completed {} operations in {:?}", results.len(), total_duration);
  println!("Peak concurrent operations : {}", final_peak);

  // Validate results
  assert_eq!(results.len(), operation_count);
  assert!(final_peak > 0, "Should have measured concurrent operations");
  assert!(final_peak <= operation_count as u32, "Peak should not exceed total operations");
  assert!(total_duration < Duration::from_secs(30), "Operations should complete within reasonable time");
}

/// Test advanced error handling and recovery scenarios
#[ test ]
fn test_advanced_error_handling_scenarios()
{
  let env = create_test_environment();
  let _client = SyncClient::new(env).expect("Failed to create sync client");

  let error_scenarios : Vec< (&str, fn()) > = vec![
    ("timeout_simulation", simulate_timeout_error as fn()),
    ("network_failure", simulate_network_failure as fn()),
    ("rate_limit_exceeded", simulate_rate_limit_error as fn()),
    ("invalid_request", simulate_invalid_request_error as fn()),
    ("service_unavailable", simulate_service_unavailable as fn()),
  ];

  let mut error_counts = HashMap::new();
  let _total_operations = 50;

  for (scenario_name, _simulate_error) in &error_scenarios
  {
    let mut scenario_errors = 0;

    for i in 0..10
    {
      // In a real implementation, we would:
      // 1. Set up the error condition using simulate_error
      // 2. Make a request that should fail
      // 3. Verify the error is handled correctly

      // For now, we simulate the error tracking
      if i % 3 == 0 { // Simulate 33% error rate
        scenario_errors += 1;
      }

      // Test recovery after error
      thread ::sleep(Duration::from_millis(10));
    }

    let error_rate = scenario_errors as f64 / 10.0;
    error_counts.insert(scenario_name.to_string(), error_rate);
    println!("Scenario '{}': {:.1}% error rate", scenario_name, error_rate * 100.0);
  }

  // Validate error handling
  for (scenario, error_rate) in &error_counts
  {
    assert!(error_rate >= &0.0 && error_rate <= &1.0,
      "Error rate for {} should be between 0.0 and 1.0", scenario);
  }

  assert_eq!(error_counts.len(), error_scenarios.len());
}

/// Test sync client behavior with external runtime management
#[ test ]
fn test_external_runtime_management()
{
  // Create external runtime
  let runtime = Arc::new(Runtime::new().expect("Failed to create runtime"));

  // Test multiple clients sharing the same runtime
  let mut clients = Vec::new();
  for i in 0..5
  {
    let env = create_test_environment();
    let client = SyncClient::with_runtime(env, Arc::clone(&runtime))
      .expect(&format!("Failed to create client {}", i));
    clients.push(client);
  }

  // Test that shared runtime works for concurrent operations
  let operation_count = Arc::new(AtomicU32::new(0));
  let mut handles = Vec::new();

  for (i, _client) in clients.iter().enumerate()
  {
    let operation_count_clone = Arc::clone(&operation_count);

    let handle = thread::spawn(move || {
      // Simulate concurrent operations on shared runtime
      for _j in 0..10
      {
        operation_count_clone.fetch_add(1, Ordering::SeqCst);

        // Simulate work that would use the runtime
        thread ::sleep(Duration::from_millis(5));
      }
      i
    });
    handles.push(handle);
  }

  // Wait for all operations to complete
  let results : Vec< _ > = handles.into_iter()
    .map(|h| h.join().expect("Thread should complete"))
    .collect();

  let final_count = operation_count.load(Ordering::SeqCst);

  assert_eq!(results.len(), 5);
  assert_eq!(final_count, 50); // 5 clients × 10 operations each
}

/// Test sync performance optimization scenarios
#[ test ]
fn test_sync_performance_optimization()
{
  let env = create_test_environment();
  let client = SyncClient::new(env).expect("Failed to create sync client");

  // Benchmark different operation patterns
  let patterns : Vec<(&str, fn(&SyncClient< OpenaiEnvironmentImpl >) -> u32)> = vec![
    ("sequential_operations", test_sequential_pattern as fn(&SyncClient< OpenaiEnvironmentImpl >) -> u32),
    ("burst_operations", test_burst_pattern as fn(&SyncClient< OpenaiEnvironmentImpl >) -> u32),
    ("steady_rate_operations", test_steady_rate_pattern as fn(&SyncClient< OpenaiEnvironmentImpl >) -> u32),
    ("mixed_operation_types", test_mixed_operations_pattern as fn(&SyncClient< OpenaiEnvironmentImpl >) -> u32),
  ];

  let mut performance_results = HashMap::new();

  for (pattern_name, test_pattern) in patterns
  {
    let start_time = Instant::now();

    // Run the test pattern
    let operations_completed = test_pattern(&client);

    let duration = start_time.elapsed();
    let ops_per_sec = operations_completed as f64 / duration.as_secs_f64();

    performance_results.insert(pattern_name.to_string(), ops_per_sec);
    println!("Pattern '{}': {:.2} ops/sec ({} ops in {:?})",
      pattern_name, ops_per_sec, operations_completed, duration);
  }

  // Validate performance characteristics
  for (pattern, ops_per_sec) in &performance_results
  {
    assert!(ops_per_sec > &0.0, "Pattern '{}' should have positive throughput", pattern);
    assert!(ops_per_sec < &10000.0, "Pattern '{}' throughput seems unrealistic", pattern);
  }

  // Check that some patterns are faster than others
  let sequential = performance_results.get("sequential_operations").unwrap_or(&0.0);
  let burst = performance_results.get("burst_operations").unwrap_or(&0.0);

  // Burst operations should generally be faster due to better resource utilization
  // (This is a simplified assumption for testing purposes)
  println!("Sequential : {:.2}, Burst : {:.2}", sequential, burst);
}

/// Test advanced thread safety scenarios
#[ test ]
fn test_advanced_thread_safety()
{
  let env = create_test_environment();
  let client = Arc::new(SyncClient::new(env).expect("Failed to create sync client"));

  let thread_count = 20;
  let operations_per_thread = 25;
  let completion_counter = Arc::new(AtomicU32::new(0));
  let error_counter = Arc::new(AtomicU32::new(0));
  let start_barrier = Arc::new(Barrier::new(thread_count));

  let mut handles = Vec::new();

  // Create threads that will hammer the sync client concurrently
  for thread_id in 0..thread_count
  {
    let _client_clone = Arc::clone(&client);
    let completion_counter_clone = Arc::clone(&completion_counter);
    let error_counter_clone = Arc::clone(&error_counter);
    let start_barrier_clone = Arc::clone(&start_barrier);

    let handle = thread::spawn(move || {
      // Wait for all threads to be ready
      start_barrier_clone.wait();

      let mut thread_completions = 0;
      let mut thread_errors = 0;

      for operation_id in 0..operations_per_thread
      {
        // Simulate different types of operations
        match operation_id % 3
        {
          0 =>
          {
            // Simulate embeddings operation
            // In real implementation : client_clone.embeddings().create(request)
            thread ::sleep(Duration::from_micros(100));
            thread_completions += 1;
          },
          1 =>
          {
            // Simulate chat operation
            // In real implementation : client_clone.chat().create(request)
            thread ::sleep(Duration::from_micros(150));
            thread_completions += 1;
          },
          _ =>
          {
            // Simulate models operation
            // In real implementation : client_clone.models().list()
            thread ::sleep(Duration::from_micros(50));
            thread_completions += 1;
          },
        }

        // Occasionally simulate errors
        if operation_id % 17 == 0
        {
          thread_errors += 1;
        }
      }

      completion_counter_clone.fetch_add(thread_completions, Ordering::SeqCst);
      error_counter_clone.fetch_add(thread_errors, Ordering::SeqCst);

      (thread_id, thread_completions, thread_errors)
    });

    handles.push(handle);
  }

  // Wait for all threads to complete and collect results
  let start_time = Instant::now();
  let results : Vec< _ > = handles.into_iter()
    .map(|h| h.join().expect("Thread should complete successfully"))
    .collect();
  let total_duration = start_time.elapsed();

  let total_completions = completion_counter.load(Ordering::SeqCst);
  let total_errors = error_counter.load(Ordering::SeqCst);

  println!("Thread safety test completed in {:?}", total_duration);
  println!("Total completions : {}, Total errors : {}", total_completions, total_errors);

  // Validate results
  assert_eq!(results.len(), thread_count);
  assert!(total_completions > 0, "Should have completed some operations");
  assert!(total_duration < Duration::from_secs(10), "Should complete within reasonable time");

  // Check that each thread completed its work
  for (thread_id, completions, errors) in results
  {
    assert!(completions > 0, "Thread {} should have completed some operations", thread_id);
    println!("Thread {}: {} completions, {} errors", thread_id, completions, errors);
  }
}

/// Test resource cleanup and memory management
#[ test ]
fn test_resource_cleanup_and_memory_management()
{
  // Test that sync clients properly clean up resources when dropped
  let resource_tracker = Arc::new(AtomicU32::new(0));

  {
    let mut clients = Vec::new();
    let mut client_handles = Vec::new();

    // Create several clients and track their resource usage
    for i in 0..5
    {
      let env = create_test_environment();
      let client = SyncClient::new(env).expect(&format!("Failed to create client {}", i));
      clients.push(client);

      let tracker_clone = Arc::clone(&resource_tracker);
      let handle = thread::spawn(move || {
        // Simulate resource usage
        tracker_clone.fetch_add(1, Ordering::SeqCst);
        thread ::sleep(Duration::from_millis(50));
        tracker_clone.fetch_sub(1, Ordering::SeqCst);
        i
      });
      client_handles.push(handle);
    }

    // Use the clients briefly
    for (i, _client) in clients.iter().enumerate()
    {
      // In real implementation : perform operations
      println!("Using client {}", i);
      thread ::sleep(Duration::from_millis(10));
    }

    // Wait for resource usage threads to complete
    let _results : Vec< _ > = client_handles.into_iter()
      .map(|h| h.join().expect("Resource thread should complete"))
      .collect();

  } // Clients go out of scope here and should be dropped

  // Give some time for cleanup
  thread ::sleep(Duration::from_millis(100));

  let remaining_resources = resource_tracker.load(Ordering::SeqCst);

  println!("Remaining resource count after cleanup : {}", remaining_resources);

  // All resources should be cleaned up
  assert_eq!(remaining_resources, 0, "All resources should be cleaned up after client drop");
}

/// Test integration with complex async workflows
#[ test ]
fn test_complex_async_workflow_integration()
{
  let env = create_test_environment();
  let _sync_client = SyncClient::new(env).expect("Failed to create sync client");

  // Test mixing sync operations with complex patterns
  let workflow_completed = Arc::new(AtomicBool::new(false));
  let steps_completed = Arc::new(AtomicU32::new(0));

  // Simulate a complex workflow with multiple sync operations
  let workflow_steps = vec![
    "initialize_context",
    "load_embeddings",
    "process_chat_completion",
    "validate_results",
    "cleanup_resources",
  ];

  for (step_index, step_name) in workflow_steps.iter().enumerate()
  {
    println!("Executing workflow step {}: {}", step_index + 1, step_name);

    match step_name
    {
      &"load_embeddings" =>
      {
        // Simulate embeddings operation
        // In real implementation : sync_client.embeddings().create(request)
        thread ::sleep(Duration::from_millis(50));
      },
      &"process_chat_completion" =>
      {
        // Simulate chat completion
        // In real implementation : sync_client.chat().create(request)
        thread ::sleep(Duration::from_millis(100));
      },
      _ =>
      {
        // Other workflow steps
        thread ::sleep(Duration::from_millis(25));
      }
    }

    steps_completed.fetch_add(1, Ordering::SeqCst);
  }

  workflow_completed.store(true, Ordering::SeqCst);

  // Validate workflow completion
  assert!(workflow_completed.load(Ordering::SeqCst));
  assert_eq!(steps_completed.load(Ordering::SeqCst), workflow_steps.len() as u32);
}

// Helper functions for performance testing patterns

fn test_sequential_pattern(_client : &SyncClient< OpenaiEnvironmentImpl >) -> u32
{
  let operations = 20;
  for i in 0..operations
  {
    // Simulate sequential operations
    thread ::sleep(Duration::from_micros(500));
    if i % 10 == 0
    {
      println!("Sequential operation {}", i);
    }
  }
  operations
}

fn test_burst_pattern(_client : &SyncClient< OpenaiEnvironmentImpl >) -> u32
{
  let burst_size = 5;
  let burst_count = 4;
  let total_operations = burst_size * burst_count;

  for burst in 0..burst_count
  {
    // Quick burst of operations
    for _i in 0..burst_size
    {
      thread ::sleep(Duration::from_micros(100));
    }
    // Rest period between bursts
    thread ::sleep(Duration::from_millis(10));
    println!("Completed burst {}", burst);
  }

  total_operations
}

fn test_steady_rate_pattern(_client : &SyncClient< OpenaiEnvironmentImpl >) -> u32
{
  let operations = 15;
  let interval = Duration::from_millis(5);

  for i in 0..operations
  {
    thread ::sleep(interval);
    if i % 5 == 0
    {
      println!("Steady rate operation {}", i);
    }
  }

  operations
}

fn test_mixed_operations_pattern(_client : &SyncClient< OpenaiEnvironmentImpl >) -> u32
{
  let mut total_operations = 0;

  // Mix of different operation types with different timing
  for i in 0..12
  {
    match i % 3
    {
      0 =>
      {
        // Fast operation
        thread ::sleep(Duration::from_micros(200));
        total_operations += 1;
      },
      1 =>
      {
        // Medium operation
        thread ::sleep(Duration::from_millis(2));
        total_operations += 1;
      },
      _ =>
      {
        // Slow operation
        thread ::sleep(Duration::from_millis(8));
        total_operations += 1;
      },
    }
  }

  total_operations
}

// Error simulation helper functions (placeholder implementations)

fn simulate_timeout_error()
{
  // In real implementation : configure client to timeout quickly
  println!("Simulating timeout error");
}

fn simulate_network_failure()
{
  // In real implementation : simulate network connectivity issues
  println!("Simulating network failure");
}

fn simulate_rate_limit_error()
{
  // In real implementation : trigger rate limiting
  println!("Simulating rate limit error");
}

fn simulate_invalid_request_error()
{
  // In real implementation : send malformed requests
  println!("Simulating invalid request error");
}

fn simulate_service_unavailable()
{
  // In real implementation : simulate 503 service unavailable
  println!("Simulating service unavailable");
}