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//! Impact analysis for lineage.
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use chrono::{DateTime, Utc};
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use serde::{Deserialize, Serialize};
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use std::collections::HashMap;
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use std::sync::Arc;
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use tokio::sync::RwLock;
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use uuid::Uuid;
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use super::config::ImpactAnalysisConfig;
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use super::graph::LineageGraph;
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use super::types::LineageNodeType;
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use crate::Result;
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/// Impact analyzer for lineage analysis
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#[derive(Debug)]
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pub struct ImpactAnalyzer {
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/// Analysis configuration
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config: ImpactAnalysisConfig,
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/// Analysis cache
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cache: Arc<RwLock<AnalysisCache>>,
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}
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impl ImpactAnalyzer {
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#[must_use]
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pub fn new(config: ImpactAnalysisConfig) -> Self {
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Self {
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config,
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cache: Arc::new(RwLock::new(AnalysisCache::new())),
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}
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}
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pub fn analyze_downstream_impact(
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&self,
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node_id: &str,
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_graph: &LineageGraph,
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) -> Result<ImpactAnalysis> {
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// Simplified implementation - would perform actual impact analysis
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Ok(ImpactAnalysis {
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analysis_id: Uuid::new_v4().to_string(),
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target_node: node_id.to_string(),
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analysis_time: Utc::now(),
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affected_nodes: Vec::new(),
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summary: ImpactSummary {
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total_affected_nodes: 0,
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nodes_by_impact_level: HashMap::new(),
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max_distance: 0,
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critical_issues: 0,
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estimated_downtime_minutes: None,
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},
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risk_assessment: RiskAssessment {
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overall_risk: RiskLevel::Low,
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risk_factors: Vec::new(),
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risk_score: 0.0,
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recommended_actions: Vec::new(),
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},
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})
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}
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pub fn analyze_upstream_dependencies(
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&self,
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node_id: &str,
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graph: &LineageGraph,
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) -> Result<ImpactAnalysis> {
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self.analyze_downstream_impact(node_id, graph)
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}
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}
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/// Cache for analysis results
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#[derive(Debug)]
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pub struct AnalysisCache {
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/// Downstream impact cache
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downstream_cache: HashMap<String, ImpactAnalysis>,
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/// Upstream impact cache
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upstream_cache: HashMap<String, ImpactAnalysis>,
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/// Cache timestamps
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cache_timestamps: HashMap<String, DateTime<Utc>>,
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/// Cache TTL
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cache_ttl: std::time::Duration,
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}
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impl AnalysisCache {
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#[must_use]
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pub fn new() -> Self {
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Self {
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downstream_cache: HashMap::new(),
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upstream_cache: HashMap::new(),
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cache_timestamps: HashMap::new(),
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cache_ttl: std::time::Duration::from_secs(3600), // 1 hour
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}
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}
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}
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impl Default for AnalysisCache {
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fn default() -> Self {
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Self::new()
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}
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}
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/// Impact analysis result
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct ImpactAnalysis {
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/// Analysis identifier
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pub analysis_id: String,
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/// Target node
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pub target_node: String,
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/// Analysis timestamp
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pub analysis_time: DateTime<Utc>,
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/// Affected nodes
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pub affected_nodes: Vec<AffectedNode>,
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/// Impact summary
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pub summary: ImpactSummary,
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/// Risk assessment
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pub risk_assessment: RiskAssessment,
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}
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/// Information about an affected node
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct AffectedNode {
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/// Node identifier
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pub node_id: String,
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/// Node type
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pub node_type: LineageNodeType,
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/// Impact level
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pub impact_level: ImpactLevel,
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/// Distance from target
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pub distance: usize,
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/// Impact details
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pub impact_details: Vec<ImpactDetail>,
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}
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/// Levels of impact
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#[derive(Debug, Clone, Serialize, Deserialize, PartialEq, Eq, Hash)]
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pub enum ImpactLevel {
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/// Critical impact
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Critical,
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/// High impact
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High,
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/// Medium impact
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Medium,
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/// Low impact
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Low,
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/// No impact
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None,
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}
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/// Detailed impact information
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct ImpactDetail {
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/// Impact type
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pub impact_type: ImpactType,
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/// Impact description
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pub description: String,
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/// Estimated impact score (0.0 to 1.0)
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pub impact_score: f64,
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/// Mitigation suggestions
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pub mitigation: Vec<String>,
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}
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/// Types of impact
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub enum ImpactType {
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/// Data availability impact
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DataAvailability,
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/// Data quality impact
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DataQuality,
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/// Performance impact
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Performance,
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/// Schema compatibility impact
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SchemaCompatibility,
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/// Functional impact
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Functional,
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/// Business impact
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Business,
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}
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/// Summary of impact analysis
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct ImpactSummary {
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/// Total affected nodes
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pub total_affected_nodes: usize,
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/// Nodes by impact level
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pub nodes_by_impact_level: HashMap<ImpactLevel, usize>,
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/// Maximum impact distance
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pub max_distance: usize,
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/// Critical issues count
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pub critical_issues: usize,
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/// Estimated downtime (in minutes)
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pub estimated_downtime_minutes: Option<u32>,
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}
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/// Risk assessment for impact analysis
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct RiskAssessment {
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/// Overall risk level
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pub overall_risk: RiskLevel,
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/// Risk factors
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pub risk_factors: Vec<RiskFactor>,
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/// Risk score (0.0 to 1.0)
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pub risk_score: f64,
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/// Recommended actions
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pub recommended_actions: Vec<String>,
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}
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/// Risk levels
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub enum RiskLevel {
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/// Critical risk
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Critical,
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/// High risk
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High,
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/// Medium risk
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Medium,
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/// Low risk
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Low,
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/// No risk
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None,
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}
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/// Risk factor information
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct RiskFactor {
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/// Factor type
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pub factor_type: RiskFactorType,
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/// Factor description
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pub description: String,
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/// Factor weight (0.0 to 1.0)
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pub weight: f64,
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/// Current value
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pub current_value: f64,
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/// Threshold value
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pub threshold_value: f64,
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}
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/// Types of risk factors
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub enum RiskFactorType {
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/// Data dependency risk
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DataDependency,
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/// Schema evolution risk
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SchemaEvolution,
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/// Performance degradation risk
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PerformanceDegradation,
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/// Business continuity risk
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BusinessContinuity,
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/// Compliance risk
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Compliance,
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}
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