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redclawsystems
2026-03-04 00:08:42 +00:00
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//! Impact analysis for lineage.
use chrono::{DateTime, Utc};
use serde::{Deserialize, Serialize};
use std::collections::HashMap;
use std::sync::Arc;
use tokio::sync::RwLock;
use uuid::Uuid;
use super::config::ImpactAnalysisConfig;
use super::graph::LineageGraph;
use super::types::LineageNodeType;
use crate::Result;
/// Impact analyzer for lineage analysis
#[derive(Debug)]
pub struct ImpactAnalyzer {
/// Analysis configuration
config: ImpactAnalysisConfig,
/// Analysis cache
cache: Arc<RwLock<AnalysisCache>>,
}
impl ImpactAnalyzer {
#[must_use]
pub fn new(config: ImpactAnalysisConfig) -> Self {
Self {
config,
cache: Arc::new(RwLock::new(AnalysisCache::new())),
}
}
pub fn analyze_downstream_impact(
&self,
node_id: &str,
_graph: &LineageGraph,
) -> Result<ImpactAnalysis> {
// Simplified implementation - would perform actual impact analysis
Ok(ImpactAnalysis {
analysis_id: Uuid::new_v4().to_string(),
target_node: node_id.to_string(),
analysis_time: Utc::now(),
affected_nodes: Vec::new(),
summary: ImpactSummary {
total_affected_nodes: 0,
nodes_by_impact_level: HashMap::new(),
max_distance: 0,
critical_issues: 0,
estimated_downtime_minutes: None,
},
risk_assessment: RiskAssessment {
overall_risk: RiskLevel::Low,
risk_factors: Vec::new(),
risk_score: 0.0,
recommended_actions: Vec::new(),
},
})
}
pub fn analyze_upstream_dependencies(
&self,
node_id: &str,
graph: &LineageGraph,
) -> Result<ImpactAnalysis> {
self.analyze_downstream_impact(node_id, graph)
}
}
/// Cache for analysis results
#[derive(Debug)]
pub struct AnalysisCache {
/// Downstream impact cache
downstream_cache: HashMap<String, ImpactAnalysis>,
/// Upstream impact cache
upstream_cache: HashMap<String, ImpactAnalysis>,
/// Cache timestamps
cache_timestamps: HashMap<String, DateTime<Utc>>,
/// Cache TTL
cache_ttl: std::time::Duration,
}
impl AnalysisCache {
#[must_use]
pub fn new() -> Self {
Self {
downstream_cache: HashMap::new(),
upstream_cache: HashMap::new(),
cache_timestamps: HashMap::new(),
cache_ttl: std::time::Duration::from_secs(3600), // 1 hour
}
}
}
impl Default for AnalysisCache {
fn default() -> Self {
Self::new()
}
}
/// Impact analysis result
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ImpactAnalysis {
/// Analysis identifier
pub analysis_id: String,
/// Target node
pub target_node: String,
/// Analysis timestamp
pub analysis_time: DateTime<Utc>,
/// Affected nodes
pub affected_nodes: Vec<AffectedNode>,
/// Impact summary
pub summary: ImpactSummary,
/// Risk assessment
pub risk_assessment: RiskAssessment,
}
/// Information about an affected node
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct AffectedNode {
/// Node identifier
pub node_id: String,
/// Node type
pub node_type: LineageNodeType,
/// Impact level
pub impact_level: ImpactLevel,
/// Distance from target
pub distance: usize,
/// Impact details
pub impact_details: Vec<ImpactDetail>,
}
/// Levels of impact
#[derive(Debug, Clone, Serialize, Deserialize, PartialEq, Eq, Hash)]
pub enum ImpactLevel {
/// Critical impact
Critical,
/// High impact
High,
/// Medium impact
Medium,
/// Low impact
Low,
/// No impact
None,
}
/// Detailed impact information
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ImpactDetail {
/// Impact type
pub impact_type: ImpactType,
/// Impact description
pub description: String,
/// Estimated impact score (0.0 to 1.0)
pub impact_score: f64,
/// Mitigation suggestions
pub mitigation: Vec<String>,
}
/// Types of impact
#[derive(Debug, Clone, Serialize, Deserialize)]
pub enum ImpactType {
/// Data availability impact
DataAvailability,
/// Data quality impact
DataQuality,
/// Performance impact
Performance,
/// Schema compatibility impact
SchemaCompatibility,
/// Functional impact
Functional,
/// Business impact
Business,
}
/// Summary of impact analysis
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ImpactSummary {
/// Total affected nodes
pub total_affected_nodes: usize,
/// Nodes by impact level
pub nodes_by_impact_level: HashMap<ImpactLevel, usize>,
/// Maximum impact distance
pub max_distance: usize,
/// Critical issues count
pub critical_issues: usize,
/// Estimated downtime (in minutes)
pub estimated_downtime_minutes: Option<u32>,
}
/// Risk assessment for impact analysis
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct RiskAssessment {
/// Overall risk level
pub overall_risk: RiskLevel,
/// Risk factors
pub risk_factors: Vec<RiskFactor>,
/// Risk score (0.0 to 1.0)
pub risk_score: f64,
/// Recommended actions
pub recommended_actions: Vec<String>,
}
/// Risk levels
#[derive(Debug, Clone, Serialize, Deserialize)]
pub enum RiskLevel {
/// Critical risk
Critical,
/// High risk
High,
/// Medium risk
Medium,
/// Low risk
Low,
/// No risk
None,
}
/// Risk factor information
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct RiskFactor {
/// Factor type
pub factor_type: RiskFactorType,
/// Factor description
pub description: String,
/// Factor weight (0.0 to 1.0)
pub weight: f64,
/// Current value
pub current_value: f64,
/// Threshold value
pub threshold_value: f64,
}
/// Types of risk factors
#[derive(Debug, Clone, Serialize, Deserialize)]
pub enum RiskFactorType {
/// Data dependency risk
DataDependency,
/// Schema evolution risk
SchemaEvolution,
/// Performance degradation risk
PerformanceDegradation,
/// Business continuity risk
BusinessContinuity,
/// Compliance risk
Compliance,
}