#![allow(
    clippy::assertions_on_constants,
    clippy::assertions_on_result_states,
    clippy::clone_on_copy,
    clippy::decimal_literal_representation,
    clippy::doc_markdown,
    clippy::empty_line_after_doc_comments,
    clippy::field_reassign_with_default,
    clippy::get_unwrap,
    clippy::identity_op,
    clippy::inconsistent_digit_grouping,
    clippy::indexing_slicing,
    clippy::integer_division,
    clippy::len_zero,
    clippy::let_underscore_must_use,
    clippy::manual_div_ceil,
    clippy::manual_let_else,
    clippy::manual_range_contains,
    clippy::modulo_arithmetic,
    clippy::needless_range_loop,
    clippy::non_ascii_literal,
    clippy::redundant_clone,
    clippy::shadow_reuse,
    clippy::shadow_same,
    clippy::shadow_unrelated,
    clippy::single_match_else,
    clippy::str_to_string,
    clippy::string_slice,
    clippy::tests_outside_test_module,
    clippy::too_many_lines,
    clippy::unnecessary_wraps,
    clippy::unseparated_literal_suffix,
    clippy::use_debug,
    clippy::useless_vec,
    clippy::wildcard_enum_match_arm,
    clippy::else_if_without_else,
    clippy::expect_used,
    clippy::missing_const_for_fn,
    clippy::similar_names,
    clippy::type_complexity,
    clippy::collapsible_else_if,
    clippy::doc_lazy_continuation,
    clippy::items_after_test_module,
    clippy::map_clone,
    clippy::multiple_unsafe_ops_per_block,
    clippy::unwrap_or_default,
    clippy::assign_op_pattern,
    clippy::needless_borrow,
    clippy::println_empty_string,
    clippy::unnecessary_cast,
    clippy::used_underscore_binding,
    clippy::create_dir,
    clippy::implicit_saturating_sub,
    clippy::exit,
    clippy::expect_fun_call,
    clippy::too_many_arguments,
    clippy::unnecessary_map_or,
    clippy::unwrap_used,
    dead_code,
    unused_imports,
    unused_variables,
    clippy::cloned_ref_to_slice_refs,
    clippy::neg_multiply,
    clippy::while_let_loop,
    clippy::bool_assert_comparison,
    clippy::excessive_precision,
    clippy::trivially_copy_pass_by_ref,
    clippy::op_ref,
    clippy::redundant_closure,
    clippy::unnecessary_lazy_evaluations,
    clippy::if_then_some_else_none,
    clippy::unnecessary_to_owned,
    clippy::single_component_path_imports,
)]
//! Comprehensive ML Safety Framework Tests
//!
//! Tests for enterprise-grade safety controls covering:
//! - Configuration validation
//! - Safety error handling
//! - Bounds checking
//! - NaN/Infinity detection
//! - Resource limits
//! - Timeout management
//! - Prediction validation

#![allow(unused_crate_dependencies)]

use ml::safety::{MLSafetyConfig, MLSafetyError};

/// Test: Default safety configuration
#[test]
fn test_safety_config_defaults() {
    let config = MLSafetyConfig::default();

    // Verify safety is enabled by default
    assert!(config.safety_enabled, "Safety must be enabled by default");

    // Verify reasonable tensor limits
    assert_eq!(config.max_tensor_elements, 100_000_000);
    assert!(config.max_tensor_elements > 0);

    // Verify timeout configuration
    assert_eq!(config.max_inference_timeout_ms, 5000);
    assert!(config.max_inference_timeout_ms > 0);

    // Verify GPU memory limits
    assert_eq!(config.max_gpu_memory_bytes, 8 * 1024 * 1024 * 1024); // 8GB
    assert!(config.max_gpu_memory_bytes > 0);

    // Verify drift detection
    assert_eq!(config.drift_sensitivity, 0.7);
    assert!(config.drift_sensitivity >= 0.0 && config.drift_sensitivity <= 1.0);

    // Verify financial precision
    assert_eq!(config.financial_precision, 6);
    assert!(config.financial_precision > 0);

    // Verify safety flags
    assert!(config.nan_infinity_checks);
    assert!(config.bounds_checking);
    assert!(config.auto_fallback);

    // Verify prediction bounds
    assert_eq!(config.max_prediction_value, 1e6);
    assert_eq!(config.min_prediction_value, -1e6);
    assert!(config.max_prediction_value > config.min_prediction_value);

    // Verify retry configuration
    assert_eq!(config.max_retries, 3);
    assert!(config.max_retries > 0);
}

/// Test: Custom safety configuration
#[test]
fn test_safety_config_customization() {
    let mut config = MLSafetyConfig::default();

    // Customize configuration
    config.max_tensor_elements = 50_000_000;
    config.max_inference_timeout_ms = 10000;
    config.drift_sensitivity = 0.9;
    config.financial_precision = 8;
    config.max_retries = 5;

    // Verify custom values
    assert_eq!(config.max_tensor_elements, 50_000_000);
    assert_eq!(config.max_inference_timeout_ms, 10000);
    assert_eq!(config.drift_sensitivity, 0.9);
    assert_eq!(config.financial_precision, 8);
    assert_eq!(config.max_retries, 5);
}

/// Test: Safety configuration validation - tensor limits
#[test]
fn test_safety_config_tensor_limits() {
    let config = MLSafetyConfig::default();

    // Tensor elements must be positive
    assert!(config.max_tensor_elements > 0);

    // Reasonable upper bound (prevent OOM)
    assert!(config.max_tensor_elements <= 1_000_000_000); // 1B elements max
}

/// Test: Safety configuration validation - timeout limits
#[test]
fn test_safety_config_timeout_limits() {
    let config = MLSafetyConfig::default();

    // Timeout must be positive
    assert!(config.max_inference_timeout_ms > 0);

    // Reasonable timeout (not too short, not too long)
    assert!(config.max_inference_timeout_ms >= 100); // At least 100ms
    assert!(config.max_inference_timeout_ms <= 60000); // At most 60s
}

/// Test: Safety configuration validation - drift sensitivity
#[test]
fn test_safety_config_drift_sensitivity_bounds() {
    let config = MLSafetyConfig::default();

    // Drift sensitivity must be in [0.0, 1.0]
    assert!(config.drift_sensitivity >= 0.0);
    assert!(config.drift_sensitivity <= 1.0);
}

/// Test: Safety configuration validation - prediction bounds
#[test]
fn test_safety_config_prediction_bounds() {
    let config = MLSafetyConfig::default();

    // Min must be less than max
    assert!(config.min_prediction_value < config.max_prediction_value);

    // Bounds must be finite
    assert!(config.min_prediction_value.is_finite());
    assert!(config.max_prediction_value.is_finite());

    // Reasonable bounds
    assert!(config.max_prediction_value.abs() <= 1e12);
    assert!(config.min_prediction_value.abs() <= 1e12);
}

/// Test: Safety configuration - production safety requirements
#[test]
fn test_safety_config_production_requirements() {
    let config = MLSafetyConfig::default();

    // Production must have safety enabled
    assert!(
        config.safety_enabled,
        "Production requires safety_enabled = true"
    );

    // Production must have NaN/Infinity checks
    assert!(
        config.nan_infinity_checks,
        "Production requires nan_infinity_checks = true"
    );

    // Production must have bounds checking
    assert!(
        config.bounds_checking,
        "Production requires bounds_checking = true"
    );

    // Production must have auto-fallback
    assert!(
        config.auto_fallback,
        "Production requires auto_fallback = true"
    );
}

/// Test: MLSafetyError variants - math safety
#[test]
fn test_safety_error_math_safety() {
    let error = MLSafetyError::MathSafety {
        reason: "Division by zero".to_string(),
    };

    let error_msg = format!("{}", error);
    assert!(error_msg.contains("Mathematical safety violation"));
    assert!(error_msg.contains("Division by zero"));
}

/// Test: MLSafetyError variants - tensor safety
#[test]
fn test_safety_error_tensor_safety() {
    let error = MLSafetyError::TensorSafety {
        reason: "Shape mismatch".to_string(),
    };

    let error_msg = format!("{}", error);
    assert!(error_msg.contains("Tensor safety violation"));
    assert!(error_msg.contains("Shape mismatch"));
}

/// Test: MLSafetyError variants - financial validation
#[test]
fn test_safety_error_financial_validation() {
    let error = MLSafetyError::FinancialValidation {
        reason: "Price out of range".to_string(),
    };

    let error_msg = format!("{}", error);
    assert!(error_msg.contains("Financial validation failed"));
    assert!(error_msg.contains("Price out of range"));
}

/// Test: MLSafetyError variants - bounds check
#[test]
fn test_safety_error_bounds_check() {
    let error = MLSafetyError::BoundsCheck {
        index: 100,
        length: 50,
    };

    let error_msg = format!("{}", error);
    assert!(error_msg.contains("Bounds check failed"));
    assert!(error_msg.contains("100"));
    assert!(error_msg.contains("50"));
}

/// Test: MLSafetyError variants - memory safety
#[test]
fn test_safety_error_memory_safety() {
    let error = MLSafetyError::MemorySafety {
        reason: "Allocation failed".to_string(),
    };

    let error_msg = format!("{}", error);
    assert!(error_msg.contains("Memory safety violation"));
    assert!(error_msg.contains("Allocation failed"));
}

/// Test: MLSafetyError variants - timeout
#[test]
fn test_safety_error_timeout() {
    let error = MLSafetyError::Timeout { timeout_ms: 5000 };

    let error_msg = format!("{}", error);
    assert!(error_msg.contains("Timeout exceeded"));
    assert!(error_msg.contains("5000ms"));
}

/// Test: MLSafetyError variants - model drift
#[test]
fn test_safety_error_model_drift() {
    let error = MLSafetyError::ModelDrift {
        drift_score: 0.85,
        threshold: 0.7,
    };

    let error_msg = format!("{}", error);
    assert!(error_msg.contains("Model drift detected"));
    assert!(error_msg.contains("0.850")); // Formatted with 3 decimals
    assert!(error_msg.contains("0.700"));
}

/// Test: MLSafetyError variants - GPU failure
#[test]
fn test_safety_error_gpu_failure() {
    let error = MLSafetyError::GPUFailure {
        reason: "CUDA out of memory".to_string(),
    };

    let error_msg = format!("{}", error);
    assert!(error_msg.contains("GPU operation failed"));
    assert!(error_msg.contains("CUDA out of memory"));
}

/// Test: MLSafetyError variants - invalid float
#[test]
fn test_safety_error_invalid_float() {
    let error = MLSafetyError::InvalidFloat {
        operation: "matrix_multiply".to_string(),
    };

    let error_msg = format!("{}", error);
    assert!(error_msg.contains("NaN or Infinity detected"));
    assert!(error_msg.contains("matrix_multiply"));
}

/// Test: MLSafetyError variants - prediction out of bounds
#[test]
fn test_safety_error_prediction_out_of_bounds() {
    let error = MLSafetyError::PredictionOutOfBounds {
        value: 2e6,
        min: -1e6,
        max: 1e6,
    };

    let error_msg = format!("{}", error);
    assert!(error_msg.contains("Prediction value out of bounds"));
    assert!(error_msg.contains("2000000")); // 2e6
}

/// Test: MLSafetyError variants - resource unavailable
#[test]
fn test_safety_error_resource_unavailable() {
    let error = MLSafetyError::ResourceUnavailable {
        resource: "GPU:0".to_string(),
    };

    let error_msg = format!("{}", error);
    assert!(error_msg.contains("Resource unavailable"));
    assert!(error_msg.contains("GPU:0"));
}

/// Test: MLSafetyError variants - resource exhausted
#[test]
fn test_safety_error_resource_exhausted() {
    let error = MLSafetyError::ResourceExhausted {
        resource: "System memory".to_string(),
    };

    let error_msg = format!("{}", error);
    assert!(error_msg.contains("System resource exhausted"));
    assert!(error_msg.contains("System memory"));
}

/// Test: MLSafetyError variants - validation error
#[test]
fn test_safety_error_validation() {
    let error = MLSafetyError::ValidationError {
        message: "Invalid model configuration".to_string(),
    };

    let error_msg = format!("{}", error);
    assert!(error_msg.contains("Validation error"));
    assert!(error_msg.contains("Invalid model configuration"));
}

/// Test: Safety configuration - edge case tensor size
#[test]
fn test_safety_config_edge_case_tensor_size() {
    let mut config = MLSafetyConfig::default();

    // Test very small tensor limit
    config.max_tensor_elements = 1;
    assert_eq!(config.max_tensor_elements, 1);

    // Test very large tensor limit
    config.max_tensor_elements = 1_000_000_000;
    assert_eq!(config.max_tensor_elements, 1_000_000_000);
}

/// Test: Safety configuration - edge case timeout
#[test]
fn test_safety_config_edge_case_timeout() {
    let mut config = MLSafetyConfig::default();

    // Test minimal timeout
    config.max_inference_timeout_ms = 1;
    assert_eq!(config.max_inference_timeout_ms, 1);

    // Test large timeout
    config.max_inference_timeout_ms = 60000; // 60 seconds
    assert_eq!(config.max_inference_timeout_ms, 60000);
}

/// Test: Safety configuration - disable safety (not recommended for production)
#[test]
fn test_safety_config_disable_safety() {
    let mut config = MLSafetyConfig::default();

    // Can disable safety (for testing only!)
    config.safety_enabled = false;
    assert!(!config.safety_enabled);

    // Warning: This is dangerous in production
    // Verify other safety checks can still be individually configured
    assert!(config.nan_infinity_checks);
    assert!(config.bounds_checking);
}

/// Test: Safety configuration - GPU memory limits
#[test]
fn test_safety_config_gpu_memory_limits() {
    let config = MLSafetyConfig::default();

    // GPU memory must be positive
    assert!(config.max_gpu_memory_bytes > 0);

    // Reasonable GPU memory limit (1MB to 64GB)
    assert!(config.max_gpu_memory_bytes >= 1024 * 1024); // At least 1MB
    assert!(config.max_gpu_memory_bytes <= 64 * 1024 * 1024 * 1024); // At most 64GB
}

/// Test: Safety configuration - retry limits
#[test]
fn test_safety_config_retry_limits() {
    let config = MLSafetyConfig::default();

    // Retries must be positive
    assert!(config.max_retries > 0);

    // Reasonable retry count (1-10)
    assert!(config.max_retries >= 1);
    assert!(config.max_retries <= 10);
}

/// Test: Safety configuration - financial precision
#[test]
fn test_safety_config_financial_precision() {
    let config = MLSafetyConfig::default();

    // Precision must be positive
    assert!(config.financial_precision > 0);

    // Reasonable precision (4-10 decimal places)
    assert!(config.financial_precision >= 4);
    assert!(config.financial_precision <= 10);
}

/// Test: Safety configuration cloning
#[test]
fn test_safety_config_cloning() {
    let config1 = MLSafetyConfig::default();
    let config2 = config1.clone();

    // Verify all fields are cloned correctly
    assert_eq!(config1.safety_enabled, config2.safety_enabled);
    assert_eq!(config1.max_tensor_elements, config2.max_tensor_elements);
    assert_eq!(
        config1.max_inference_timeout_ms,
        config2.max_inference_timeout_ms
    );
    assert_eq!(config1.max_gpu_memory_bytes, config2.max_gpu_memory_bytes);
    assert_eq!(config1.drift_sensitivity, config2.drift_sensitivity);
    assert_eq!(config1.financial_precision, config2.financial_precision);
    assert_eq!(config1.nan_infinity_checks, config2.nan_infinity_checks);
    assert_eq!(config1.max_prediction_value, config2.max_prediction_value);
    assert_eq!(config1.min_prediction_value, config2.min_prediction_value);
    assert_eq!(config1.bounds_checking, config2.bounds_checking);
    assert_eq!(config1.auto_fallback, config2.auto_fallback);
    assert_eq!(config1.max_retries, config2.max_retries);
}

/// Test: Safety configuration serialization roundtrip
#[test]
fn test_safety_config_serialization() {
    let config = MLSafetyConfig::default();

    // Serialize to JSON
    let json = serde_json::to_string(&config).expect("Should serialize");

    // Deserialize back
    let deserialized: MLSafetyConfig = serde_json::from_str(&json).expect("Should deserialize");

    // Verify fields match
    assert_eq!(config.safety_enabled, deserialized.safety_enabled);
    assert_eq!(config.max_tensor_elements, deserialized.max_tensor_elements);
    assert_eq!(
        config.max_inference_timeout_ms,
        deserialized.max_inference_timeout_ms
    );
}