use super::*;
pub struct AlgorithmValidationService {
config: ValidationConfig,
validators: Vec<Box<dyn AlgorithmValidator + Send + Sync>>,
security_scanner: SecurityScanner,
quality_analyzer: QualityAnalyzer,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ValidationConfig {
pub enabled: bool,
pub strict_mode: bool,
pub security_scanning: bool,
pub performance_validation: bool,
pub code_quality_checks: bool,
pub documentation_requirements: bool,
pub test_coverage_threshold: f64,
}
pub trait AlgorithmValidator {
fn validate(&self, algorithm: &AlgorithmRegistration) -> DeviceResult<ValidationResult>;
fn get_validator_name(&self) -> String;
}
#[derive(Debug, Clone)]
pub struct ValidationResult {
pub passed: bool,
pub score: f64,
pub issues: Vec<ValidationIssue>,
pub recommendations: Vec<ValidationRecommendation>,
pub validation_metadata: HashMap<String, String>,
}
#[derive(Debug, Clone)]
pub struct ValidationIssue {
pub issue_type: IssueType,
pub severity: IssueSeverity,
pub description: String,
pub location: Option<CodeLocation>,
pub suggested_fix: Option<String>,
}
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum IssueType {
SyntaxError,
SecurityVulnerability,
PerformanceIssue,
QualityIssue,
DocumentationIssue,
TestingIssue,
ComplianceIssue,
}
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum IssueSeverity {
Critical,
High,
Medium,
Low,
Info,
}
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum RecommendationType {
Security,
Performance,
Quality,
Documentation,
Testing,
Refactoring,
Optimization,
}
#[derive(Debug, Clone)]
pub struct CodeLocation {
pub file: String,
pub line: usize,
pub column: Option<usize>,
}
#[derive(Debug, Clone)]
pub struct ValidationRecommendation {
pub recommendation_type: RecommendationType,
pub description: String,
pub priority: RecommendationPriority,
pub estimated_effort: Duration,
}
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum RecommendationPriority {
Low,
Medium,
High,
Critical,
}
pub struct SecurityScanner {
scan_rules: Vec<SecurityRule>,
vulnerability_database: VulnerabilityDatabase,
scan_results_cache: HashMap<String, SecurityScanResult>,
}
#[derive(Debug, Clone)]
pub struct SecurityRule {
pub rule_id: String,
pub rule_type: SecurityRuleType,
pub pattern: String,
pub severity: IssueSeverity,
pub description: String,
}
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum SecurityRuleType {
CodeInjection,
DataExposure,
UnsafeOperations,
DependencyVulnerability,
ConfigurationIssue,
}
#[derive(Debug)]
pub struct VulnerabilityDatabase {
known_vulnerabilities: HashMap<String, Vulnerability>,
cve_database: HashMap<String, CVEEntry>,
}
#[derive(Debug, Clone)]
pub struct Vulnerability {
pub vulnerability_id: String,
pub severity: VulnerabilitySeverity,
pub description: String,
pub affected_versions: Vec<String>,
pub fix_versions: Vec<String>,
pub workarounds: Vec<String>,
}
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum VulnerabilitySeverity {
Low,
Medium,
High,
Critical,
}
#[derive(Debug, Clone)]
pub struct CVEEntry {
pub cve_id: String,
pub cvss_score: f64,
pub description: String,
pub published_date: SystemTime,
pub affected_products: Vec<String>,
}
#[derive(Debug, Clone)]
pub struct SecurityScanResult {
pub scan_id: String,
pub algorithm_id: String,
pub scan_timestamp: SystemTime,
pub vulnerabilities_found: Vec<SecurityVulnerability>,
pub risk_score: f64,
pub scan_coverage: f64,
}
#[derive(Debug, Clone)]
pub struct SecurityVulnerability {
pub vulnerability_type: VulnerabilityType,
pub severity: VulnerabilitySeverity,
pub location: CodeLocation,
pub description: String,
pub remediation: String,
}
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum VulnerabilityType {
BufferOverflow,
SqlInjection,
CrossSiteScripting,
PathTraversal,
InsecureDeserialization,
WeakCryptography,
HardcodedCredentials,
}
pub struct QualityAnalyzer {
quality_metrics: Vec<QualityMetric>,
analysis_tools: Vec<Box<dyn QualityAnalysisTool + Send + Sync>>,
quality_standards: QualityStandards,
}
#[derive(Debug, Clone)]
pub struct QualityMetric {
pub metric_name: String,
pub metric_type: QualityMetricType,
pub weight: f64,
pub threshold: f64,
pub description: String,
}
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum QualityMetricType {
Complexity,
Maintainability,
Readability,
Testability,
Documentation,
Performance,
}
pub trait QualityAnalysisTool {
fn analyze(&self, code: &AlgorithmCode) -> DeviceResult<QualityAnalysisResult>;
fn get_tool_name(&self) -> String;
}
#[derive(Debug, Clone)]
pub struct QualityAnalysisResult {
pub overall_score: f64,
pub metric_scores: HashMap<String, f64>,
pub quality_issues: Vec<QualityIssue>,
pub improvement_suggestions: Vec<ImprovementSuggestion>,
}
#[derive(Debug, Clone)]
pub struct QualityIssue {
pub issue_category: QualityIssueCategory,
pub severity: IssueSeverity,
pub description: String,
pub location: CodeLocation,
pub impact: String,
}
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum QualityIssueCategory {
CodeSmell,
AntiPattern,
PerformanceBug,
MaintainabilityIssue,
ReadabilityIssue,
TestingGap,
}
#[derive(Debug, Clone)]
pub struct ImprovementSuggestion {
pub suggestion_type: ImprovementType,
pub description: String,
pub expected_benefit: String,
pub implementation_difficulty: ImplementationDifficulty,
}
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum ImprovementType {
Refactoring,
Optimization,
Documentation,
Testing,
Architecture,
}
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum ImplementationDifficulty {
Trivial,
Easy,
Moderate,
Hard,
VeryHard,
}
#[derive(Debug, Clone)]
pub struct QualityStandards {
pub coding_standards: CodingStandards,
pub documentation_standards: DocumentationStandards,
pub testing_standards: TestingStandards,
pub performance_standards: PerformanceStandards,
}
#[derive(Debug, Clone)]
pub struct CodingStandards {
pub style_guide: String,
pub naming_conventions: HashMap<String, String>,
pub complexity_limits: HashMap<String, usize>,
pub file_organization: FileOrganizationRules,
}
#[derive(Debug, Clone)]
pub struct FileOrganizationRules {
pub max_file_size: usize,
pub max_function_size: usize,
pub max_class_size: usize,
pub module_structure: Vec<String>,
}
#[derive(Debug, Clone)]
pub struct DocumentationStandards {
pub required_sections: Vec<String>,
pub min_coverage: f64,
pub documentation_format: String,
pub example_requirements: ExampleRequirements,
}
#[derive(Debug, Clone)]
pub struct ExampleRequirements {
pub min_examples: usize,
pub example_complexity: Vec<ExampleComplexity>,
pub working_examples_required: bool,
pub performance_examples: bool,
}
#[derive(Debug, Clone)]
pub struct TestingStandards {
pub min_test_coverage: f64,
pub required_test_types: Vec<TestType>,
pub test_quality_requirements: TestQualityRequirements,
pub continuous_testing: bool,
}
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum TestType {
Unit,
Integration,
Performance,
Security,
Acceptance,
Regression,
}
#[derive(Debug, Clone)]
pub struct TestQualityRequirements {
pub assertion_density: f64,
pub test_independence: bool,
pub deterministic_tests: bool,
pub test_documentation: bool,
}
#[derive(Debug, Clone)]
pub struct PerformanceStandards {
pub execution_time_limits: HashMap<String, Duration>,
pub memory_usage_limits: HashMap<String, usize>,
pub resource_efficiency_thresholds: HashMap<String, f64>,
pub scalability_requirements: ScalabilityRequirements,
}
#[derive(Debug, Clone)]
pub struct ScalabilityRequirements {
pub max_problem_size: usize,
pub scaling_behavior: ScalingBehavior,
pub resource_scaling: ResourceScaling,
}
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum ScalingBehavior {
Constant,
Logarithmic,
Linear,
Quadratic,
Exponential,
Custom(String),
}
#[derive(Debug, Clone)]
pub struct ResourceScaling {
pub cpu_scaling: ScalingBehavior,
pub memory_scaling: ScalingBehavior,
pub quantum_resource_scaling: ScalingBehavior,
pub network_scaling: ScalingBehavior,
}
impl AlgorithmValidationService {
pub fn new(config: &ValidationConfig) -> DeviceResult<Self> {
Ok(Self {
config: config.clone(),
validators: vec![],
security_scanner: SecurityScanner::new()?,
quality_analyzer: QualityAnalyzer::new()?,
})
}
pub async fn initialize(&self) -> DeviceResult<()> {
Ok(())
}
pub async fn validate_algorithm(
&self,
algorithm: &AlgorithmRegistration,
) -> DeviceResult<ValidationResult> {
let mut issues = Vec::new();
let mut recommendations = Vec::new();
let mut total_score = 0.0;
let mut validator_count = 0;
for validator in &self.validators {
match validator.validate(algorithm) {
Ok(result) => {
total_score += result.score;
validator_count += 1;
issues.extend(result.issues);
recommendations.extend(result.recommendations);
}
Err(e) => {
issues.push(ValidationIssue {
issue_type: IssueType::QualityIssue,
severity: IssueSeverity::Medium,
description: format!("Validator error: {e}"),
location: None,
suggested_fix: None,
});
}
}
}
let average_score = if validator_count > 0 {
total_score / validator_count as f64
} else {
0.0
};
let passed =
average_score >= 0.7 && !issues.iter().any(|i| i.severity == IssueSeverity::Critical);
Ok(ValidationResult {
passed,
score: average_score,
issues,
recommendations,
validation_metadata: HashMap::new(),
})
}
}
impl SecurityScanner {
fn new() -> DeviceResult<Self> {
Ok(Self {
scan_rules: vec![],
vulnerability_database: VulnerabilityDatabase::new(),
scan_results_cache: HashMap::new(),
})
}
}
impl VulnerabilityDatabase {
fn new() -> Self {
Self {
known_vulnerabilities: HashMap::new(),
cve_database: HashMap::new(),
}
}
}
impl QualityAnalyzer {
fn new() -> DeviceResult<Self> {
Ok(Self {
quality_metrics: vec![],
analysis_tools: vec![],
quality_standards: QualityStandards::default(),
})
}
}
impl Default for ValidationConfig {
fn default() -> Self {
Self {
enabled: true,
strict_mode: false,
security_scanning: true,
performance_validation: true,
code_quality_checks: true,
documentation_requirements: true,
test_coverage_threshold: 0.8,
}
}
}
impl Default for QualityStandards {
fn default() -> Self {
Self {
coding_standards: CodingStandards {
style_guide: "PEP8".to_string(),
naming_conventions: HashMap::new(),
complexity_limits: HashMap::new(),
file_organization: FileOrganizationRules {
max_file_size: 1000,
max_function_size: 50,
max_class_size: 500,
module_structure: vec![],
},
},
documentation_standards: DocumentationStandards {
required_sections: vec!["README".to_string(), "API".to_string()],
min_coverage: 0.8,
documentation_format: "Markdown".to_string(),
example_requirements: ExampleRequirements {
min_examples: 3,
example_complexity: vec![
ExampleComplexity::Beginner,
ExampleComplexity::Intermediate,
],
working_examples_required: true,
performance_examples: false,
},
},
testing_standards: TestingStandards {
min_test_coverage: 0.8,
required_test_types: vec![TestType::Unit, TestType::Integration],
test_quality_requirements: TestQualityRequirements {
assertion_density: 0.7,
test_independence: true,
deterministic_tests: true,
test_documentation: false,
},
continuous_testing: false,
},
performance_standards: PerformanceStandards {
execution_time_limits: HashMap::new(),
memory_usage_limits: HashMap::new(),
resource_efficiency_thresholds: HashMap::new(),
scalability_requirements: ScalabilityRequirements {
max_problem_size: 1000,
scaling_behavior: ScalingBehavior::Quadratic,
resource_scaling: ResourceScaling {
cpu_scaling: ScalingBehavior::Linear,
memory_scaling: ScalingBehavior::Linear,
quantum_resource_scaling: ScalingBehavior::Linear,
network_scaling: ScalingBehavior::Constant,
},
},
},
}
}
}