use anyhow::{anyhow, Result};
use chrono::{DateTime, Utc};
use serde::{Deserialize, Serialize};
use std::collections::{HashMap, HashSet, VecDeque};
use std::sync::Arc;
use tokio::sync::RwLock;
use tracing::{debug, info};
use uuid::Uuid;
use crate::event::StreamEvent;
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct VisualDesignerConfig {
pub enable_auto_layout: bool,
pub enable_validation: bool,
pub enable_optimization: bool,
pub max_nodes: usize,
pub max_edges: usize,
pub enable_real_time_debug: bool,
pub debug_buffer_size: usize,
pub enable_profiling: bool,
pub export_formats: Vec<ExportFormat>,
}
#[derive(Debug, Clone, Serialize, Deserialize, PartialEq, Eq)]
pub enum ExportFormat {
Json,
Yaml,
Dot, Mermaid, Svg, Png, }
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct PipelineNode {
pub id: String,
pub name: String,
pub node_type: NodeType,
pub position: Position,
pub config: NodeConfig,
pub metadata: NodeMetadata,
pub status: NodeStatus,
}
#[derive(Debug, Clone, Serialize, Deserialize, PartialEq, Eq)]
pub enum NodeType {
Source(SourceType),
Map,
Filter,
FlatMap,
Reduce,
Aggregate,
Join,
Window,
Transform(TransformType),
MLModel(MLModelType),
Sink(SinkType),
Router,
Splitter,
Merger,
Breakpoint,
Logger,
Profiler,
}
#[derive(Debug, Clone, Serialize, Deserialize, PartialEq, Eq)]
pub enum SourceType {
Kafka,
Nats,
Redis,
Memory,
File,
WebSocket,
Http,
Custom(String),
}
#[derive(Debug, Clone, Serialize, Deserialize, PartialEq, Eq)]
pub enum TransformType {
RdfTransform,
SparqlQuery,
GraphPattern,
Custom(String),
}
#[derive(Debug, Clone, Serialize, Deserialize, PartialEq, Eq)]
pub enum MLModelType {
OnlineLearning,
AnomalyDetection,
Prediction,
Classification,
Clustering,
Custom(String),
}
#[derive(Debug, Clone, Serialize, Deserialize, PartialEq, Eq)]
pub enum SinkType {
Kafka,
Nats,
Redis,
Database,
File,
WebSocket,
Http,
Custom(String),
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct Position {
pub x: f64,
pub y: f64,
pub z: Option<f64>, }
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct NodeConfig {
pub parameters: HashMap<String, ConfigValue>,
pub input_ports: Vec<Port>,
pub output_ports: Vec<Port>,
pub resource_limits: ResourceLimits,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
#[serde(untagged)]
pub enum ConfigValue {
String(String),
Number(f64),
Boolean(bool),
Array(Vec<ConfigValue>),
Object(HashMap<String, ConfigValue>),
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct Port {
pub id: String,
pub name: String,
pub port_type: PortType,
pub data_type: DataType,
pub required: bool,
}
#[derive(Debug, Clone, Serialize, Deserialize, PartialEq, Eq)]
pub enum PortType {
Input,
Output,
}
#[derive(Debug, Clone, Serialize, Deserialize, PartialEq, Eq)]
pub enum DataType {
StreamEvent,
RdfTriple,
SparqlResult,
Json,
Binary,
Custom(String),
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ResourceLimits {
pub max_memory_mb: Option<u64>,
pub max_cpu_percent: Option<f64>,
pub max_execution_time_ms: Option<u64>,
pub max_events_per_second: Option<u64>,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct NodeMetadata {
pub created_at: DateTime<Utc>,
pub updated_at: DateTime<Utc>,
pub version: String,
pub author: Option<String>,
pub description: Option<String>,
pub tags: Vec<String>,
}
#[derive(Debug, Clone, Serialize, Deserialize, PartialEq, Eq)]
pub enum NodeStatus {
Idle,
Running,
Paused,
Error(String),
Completed,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct PipelineEdge {
pub id: String,
pub source_node_id: String,
pub source_port_id: String,
pub target_node_id: String,
pub target_port_id: String,
pub edge_type: EdgeType,
pub config: EdgeConfig,
pub metadata: EdgeMetadata,
}
#[derive(Debug, Clone, Serialize, Deserialize, PartialEq, Eq)]
pub enum EdgeType {
DataFlow,
ControlFlow,
Conditional(Condition),
}
#[derive(Debug, Clone, Serialize, Deserialize, PartialEq, Eq)]
pub struct Condition {
pub expression: String,
pub predicate_type: PredicateType,
}
#[derive(Debug, Clone, Serialize, Deserialize, PartialEq, Eq)]
pub enum PredicateType {
Equals,
NotEquals,
GreaterThan,
LessThan,
Contains,
Matches,
Custom(String),
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct EdgeConfig {
pub buffer_size: usize,
pub backpressure_strategy: BackpressureStrategy,
pub error_handling: ErrorHandling,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub enum BackpressureStrategy {
Drop,
Buffer,
Block,
Exponential,
Adaptive,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub enum ErrorHandling {
Propagate,
Ignore,
Retry { max_attempts: u32 },
DeadLetter,
Custom(String),
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct EdgeMetadata {
pub created_at: DateTime<Utc>,
pub label: Option<String>,
pub style: EdgeStyle,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct EdgeStyle {
pub color: String,
pub thickness: f64,
pub line_type: LineType,
}
#[derive(Debug, Clone, Serialize, Deserialize, PartialEq, Eq)]
pub enum LineType {
Solid,
Dashed,
Dotted,
Curved,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct VisualPipeline {
pub id: String,
pub name: String,
pub description: Option<String>,
pub version: String,
pub nodes: HashMap<String, PipelineNode>,
pub edges: HashMap<String, PipelineEdge>,
pub metadata: PipelineMetadata,
pub validation_result: Option<ValidationResult>,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct PipelineMetadata {
pub created_at: DateTime<Utc>,
pub updated_at: DateTime<Utc>,
pub author: Option<String>,
pub tags: Vec<String>,
pub properties: HashMap<String, String>,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ValidationResult {
pub is_valid: bool,
pub errors: Vec<ValidationError>,
pub warnings: Vec<ValidationWarning>,
pub validated_at: DateTime<Utc>,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ValidationError {
pub error_type: ValidationErrorType,
pub message: String,
pub node_id: Option<String>,
pub edge_id: Option<String>,
}
#[derive(Debug, Clone, Serialize, Deserialize, PartialEq, Eq)]
pub enum ValidationErrorType {
MissingRequiredPort,
IncompatibleDataTypes,
CyclicDependency,
DisconnectedNode,
InvalidConfiguration,
ResourceLimitExceeded,
DuplicateNodeId,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ValidationWarning {
pub warning_type: ValidationWarningType,
pub message: String,
pub node_id: Option<String>,
pub suggestion: Option<String>,
}
#[derive(Debug, Clone, Serialize, Deserialize, PartialEq, Eq)]
pub enum ValidationWarningType {
UnusedPort,
SuboptimalConfiguration,
PerformanceBottleneck,
MemoryPressure,
DeprecatedNode,
}
#[derive(Debug)]
pub struct PipelineDebugger {
pub pipeline: VisualPipeline,
pub config: DebuggerConfig,
pub state: Arc<RwLock<DebuggerState>>,
pub breakpoints: Arc<RwLock<HashMap<String, Breakpoint>>>,
pub event_history: Arc<RwLock<VecDeque<DebugEvent>>>,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct DebuggerConfig {
pub enable_breakpoints: bool,
pub enable_event_capture: bool,
pub max_event_history: usize,
pub enable_time_travel: bool,
pub enable_profiling: bool,
pub capture_intermediate_results: bool,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct DebuggerState {
pub is_running: bool,
pub is_paused: bool,
pub current_node_id: Option<String>,
pub execution_stack: Vec<String>,
pub variables: HashMap<String, DebugVariable>,
pub metrics: DebugMetrics,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct DebugVariable {
pub name: String,
pub value: String,
pub var_type: String,
pub scope: String,
}
#[derive(Debug, Clone, Serialize, Deserialize, Default)]
pub struct DebugMetrics {
pub events_processed: u64,
pub events_dropped: u64,
pub average_latency_ms: f64,
pub throughput_per_second: f64,
pub memory_usage_mb: f64,
pub cpu_usage_percent: f64,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct Breakpoint {
pub id: String,
pub node_id: String,
pub condition: Option<String>,
pub enabled: bool,
pub hit_count: u64,
pub max_hits: Option<u64>,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct DebugEvent {
pub timestamp: DateTime<Utc>,
pub node_id: String,
pub event_type: DebugEventType,
pub data: StreamEvent,
pub metadata: HashMap<String, String>,
}
#[derive(Debug, Clone, Serialize, Deserialize, PartialEq, Eq)]
pub enum DebugEventType {
NodeEnter,
NodeExit,
BreakpointHit,
Error,
Warning,
}
pub struct VisualStreamDesigner {
config: VisualDesignerConfig,
pipelines: Arc<RwLock<HashMap<String, VisualPipeline>>>,
debuggers: Arc<RwLock<HashMap<String, PipelineDebugger>>>,
validator: Arc<PipelineValidator>,
optimizer: Arc<PipelineOptimizer>,
}
impl VisualStreamDesigner {
pub fn new(config: VisualDesignerConfig) -> Self {
Self {
config: config.clone(),
pipelines: Arc::new(RwLock::new(HashMap::new())),
debuggers: Arc::new(RwLock::new(HashMap::new())),
validator: Arc::new(PipelineValidator::new(config.clone())),
optimizer: Arc::new(PipelineOptimizer::new(config)),
}
}
pub async fn create_pipeline(
&self,
name: String,
description: Option<String>,
) -> Result<String> {
let pipeline = VisualPipeline {
id: Uuid::new_v4().to_string(),
name,
description,
version: "1.0.0".to_string(),
nodes: HashMap::new(),
edges: HashMap::new(),
metadata: PipelineMetadata {
created_at: Utc::now(),
updated_at: Utc::now(),
author: None,
tags: Vec::new(),
properties: HashMap::new(),
},
validation_result: None,
};
let id = pipeline.id.clone();
self.pipelines.write().await.insert(id.clone(), pipeline);
info!("Created new pipeline: {}", id);
Ok(id)
}
pub async fn add_node(
&self,
pipeline_id: &str,
name: String,
node_type: NodeType,
position: Position,
) -> Result<String> {
let mut pipelines = self.pipelines.write().await;
let pipeline = pipelines
.get_mut(pipeline_id)
.ok_or_else(|| anyhow!("Pipeline not found"))?;
let node = PipelineNode {
id: Uuid::new_v4().to_string(),
name,
node_type: node_type.clone(),
position,
config: Self::default_node_config(&node_type),
metadata: NodeMetadata {
created_at: Utc::now(),
updated_at: Utc::now(),
version: "1.0.0".to_string(),
author: None,
description: None,
tags: Vec::new(),
},
status: NodeStatus::Idle,
};
let node_id = node.id.clone();
pipeline.nodes.insert(node_id.clone(), node);
pipeline.metadata.updated_at = Utc::now();
debug!("Added node {} to pipeline {}", node_id, pipeline_id);
Ok(node_id)
}
pub async fn add_edge(
&self,
pipeline_id: &str,
source_node_id: String,
source_port_id: String,
target_node_id: String,
target_port_id: String,
) -> Result<String> {
let mut pipelines = self.pipelines.write().await;
let pipeline = pipelines
.get_mut(pipeline_id)
.ok_or_else(|| anyhow!("Pipeline not found"))?;
if !pipeline.nodes.contains_key(&source_node_id) {
return Err(anyhow!("Source node not found"));
}
if !pipeline.nodes.contains_key(&target_node_id) {
return Err(anyhow!("Target node not found"));
}
let edge = PipelineEdge {
id: Uuid::new_v4().to_string(),
source_node_id,
source_port_id,
target_node_id,
target_port_id,
edge_type: EdgeType::DataFlow,
config: EdgeConfig {
buffer_size: 1000,
backpressure_strategy: BackpressureStrategy::Block,
error_handling: ErrorHandling::Propagate,
},
metadata: EdgeMetadata {
created_at: Utc::now(),
label: None,
style: EdgeStyle {
color: "#000000".to_string(),
thickness: 2.0,
line_type: LineType::Solid,
},
},
};
let edge_id = edge.id.clone();
pipeline.edges.insert(edge_id.clone(), edge);
pipeline.metadata.updated_at = Utc::now();
debug!("Added edge {} to pipeline {}", edge_id, pipeline_id);
Ok(edge_id)
}
pub async fn validate_pipeline(&self, pipeline_id: &str) -> Result<ValidationResult> {
let pipelines = self.pipelines.read().await;
let pipeline = pipelines
.get(pipeline_id)
.ok_or_else(|| anyhow!("Pipeline not found"))?;
self.validator.validate(pipeline).await
}
pub async fn optimize_pipeline(&self, pipeline_id: &str) -> Result<OptimizationResult> {
let pipelines = self.pipelines.read().await;
let pipeline = pipelines
.get(pipeline_id)
.ok_or_else(|| anyhow!("Pipeline not found"))?;
self.optimizer.optimize(pipeline).await
}
pub async fn export_pipeline(&self, pipeline_id: &str, format: ExportFormat) -> Result<String> {
let pipelines = self.pipelines.read().await;
let pipeline = pipelines
.get(pipeline_id)
.ok_or_else(|| anyhow!("Pipeline not found"))?;
match format {
ExportFormat::Json => serde_json::to_string_pretty(pipeline)
.map_err(|e| anyhow!("JSON export failed: {}", e)),
ExportFormat::Yaml => {
serde_yaml::to_string(pipeline).map_err(|e| anyhow!("YAML export failed: {}", e))
}
ExportFormat::Dot => self.export_dot(pipeline),
ExportFormat::Mermaid => self.export_mermaid(pipeline),
ExportFormat::Svg => Err(anyhow!("SVG export not yet implemented")),
ExportFormat::Png => Err(anyhow!("PNG export not yet implemented")),
}
}
pub async fn import_pipeline(&self, data: &str, format: ExportFormat) -> Result<String> {
let pipeline: VisualPipeline = match format {
ExportFormat::Json => {
serde_json::from_str(data).map_err(|e| anyhow!("JSON import failed: {}", e))?
}
ExportFormat::Yaml => {
serde_yaml::from_str(data).map_err(|e| anyhow!("YAML import failed: {}", e))?
}
_ => return Err(anyhow!("Import format not supported")),
};
let id = pipeline.id.clone();
self.pipelines.write().await.insert(id.clone(), pipeline);
info!("Imported pipeline: {}", id);
Ok(id)
}
pub async fn create_debugger(
&self,
pipeline_id: &str,
config: DebuggerConfig,
) -> Result<String> {
let pipelines = self.pipelines.read().await;
let pipeline = pipelines
.get(pipeline_id)
.ok_or_else(|| anyhow!("Pipeline not found"))?;
let max_event_history = config.max_event_history;
let debugger = PipelineDebugger {
pipeline: pipeline.clone(),
config,
state: Arc::new(RwLock::new(DebuggerState {
is_running: false,
is_paused: false,
current_node_id: None,
execution_stack: Vec::new(),
variables: HashMap::new(),
metrics: DebugMetrics::default(),
})),
breakpoints: Arc::new(RwLock::new(HashMap::new())),
event_history: Arc::new(RwLock::new(VecDeque::with_capacity(max_event_history))),
};
let debugger_id = Uuid::new_v4().to_string();
self.debuggers
.write()
.await
.insert(debugger_id.clone(), debugger);
info!(
"Created debugger {} for pipeline {}",
debugger_id, pipeline_id
);
Ok(debugger_id)
}
pub async fn add_breakpoint(
&self,
debugger_id: &str,
node_id: String,
condition: Option<String>,
) -> Result<String> {
let debuggers = self.debuggers.read().await;
let debugger = debuggers
.get(debugger_id)
.ok_or_else(|| anyhow!("Debugger not found"))?;
let breakpoint = Breakpoint {
id: Uuid::new_v4().to_string(),
node_id,
condition,
enabled: true,
hit_count: 0,
max_hits: None,
};
let breakpoint_id = breakpoint.id.clone();
debugger
.breakpoints
.write()
.await
.insert(breakpoint_id.clone(), breakpoint);
debug!(
"Added breakpoint {} to debugger {}",
breakpoint_id, debugger_id
);
Ok(breakpoint_id)
}
pub async fn get_debugger_state(&self, debugger_id: &str) -> Result<DebuggerState> {
let debuggers = self.debuggers.read().await;
let debugger = debuggers
.get(debugger_id)
.ok_or_else(|| anyhow!("Debugger not found"))?;
let state = debugger.state.read().await.clone();
drop(debuggers); Ok(state)
}
pub async fn get_event_history(
&self,
debugger_id: &str,
limit: Option<usize>,
) -> Result<Vec<DebugEvent>> {
let debuggers = self.debuggers.read().await;
let debugger = debuggers
.get(debugger_id)
.ok_or_else(|| anyhow!("Debugger not found"))?;
let history = debugger.event_history.read().await;
let limit = limit.unwrap_or(history.len());
Ok(history.iter().rev().take(limit).cloned().collect())
}
fn export_dot(&self, pipeline: &VisualPipeline) -> Result<String> {
let mut dot = String::new();
dot.push_str(&format!("digraph \"{}\" {{\n", pipeline.name));
dot.push_str(" rankdir=LR;\n");
dot.push_str(" node [shape=box];\n\n");
for (id, node) in &pipeline.nodes {
let label = format!("{}\\n{:?}", node.name, node.node_type);
dot.push_str(&format!(" \"{}\" [label=\"{}\"];\n", id, label));
}
dot.push('\n');
for edge in pipeline.edges.values() {
dot.push_str(&format!(
" \"{}\" -> \"{}\";\n",
edge.source_node_id, edge.target_node_id
));
}
dot.push_str("}\n");
Ok(dot)
}
fn export_mermaid(&self, pipeline: &VisualPipeline) -> Result<String> {
let mut mermaid = String::new();
mermaid.push_str("graph LR\n");
for (id, node) in &pipeline.nodes {
let label = format!("{}[{}]", id, node.name);
mermaid.push_str(&format!(" {}\n", label));
}
for edge in pipeline.edges.values() {
mermaid.push_str(&format!(
" {} --> {}\n",
edge.source_node_id, edge.target_node_id
));
}
Ok(mermaid)
}
fn default_node_config(_node_type: &NodeType) -> NodeConfig {
NodeConfig {
parameters: HashMap::new(),
input_ports: vec![Port {
id: "input".to_string(),
name: "Input".to_string(),
port_type: PortType::Input,
data_type: DataType::StreamEvent,
required: true,
}],
output_ports: vec![Port {
id: "output".to_string(),
name: "Output".to_string(),
port_type: PortType::Output,
data_type: DataType::StreamEvent,
required: false,
}],
resource_limits: ResourceLimits {
max_memory_mb: Some(1024),
max_cpu_percent: Some(50.0),
max_execution_time_ms: Some(5000),
max_events_per_second: Some(10000),
},
}
}
pub async fn list_pipelines(&self) -> Vec<PipelineInfo> {
let pipelines = self.pipelines.read().await;
pipelines
.values()
.map(|p| PipelineInfo {
id: p.id.clone(),
name: p.name.clone(),
version: p.version.clone(),
node_count: p.nodes.len(),
edge_count: p.edges.len(),
created_at: p.metadata.created_at,
updated_at: p.metadata.updated_at,
})
.collect()
}
pub async fn get_pipeline(&self, pipeline_id: &str) -> Result<VisualPipeline> {
let pipelines = self.pipelines.read().await;
pipelines
.get(pipeline_id)
.cloned()
.ok_or_else(|| anyhow!("Pipeline not found"))
}
pub async fn delete_pipeline(&self, pipeline_id: &str) -> Result<()> {
let mut pipelines = self.pipelines.write().await;
pipelines
.remove(pipeline_id)
.ok_or_else(|| anyhow!("Pipeline not found"))?;
info!("Deleted pipeline: {}", pipeline_id);
Ok(())
}
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct PipelineInfo {
pub id: String,
pub name: String,
pub version: String,
pub node_count: usize,
pub edge_count: usize,
pub created_at: DateTime<Utc>,
pub updated_at: DateTime<Utc>,
}
pub struct PipelineValidator {
config: VisualDesignerConfig,
}
impl PipelineValidator {
pub fn new(config: VisualDesignerConfig) -> Self {
Self { config }
}
pub async fn validate(&self, pipeline: &VisualPipeline) -> Result<ValidationResult> {
let mut errors = Vec::new();
let mut warnings = Vec::new();
if self.has_cycle(pipeline) {
errors.push(ValidationError {
error_type: ValidationErrorType::CyclicDependency,
message: "Pipeline contains cyclic dependencies".to_string(),
node_id: None,
edge_id: None,
});
}
let disconnected = self.find_disconnected_nodes(pipeline);
for node_id in disconnected {
warnings.push(ValidationWarning {
warning_type: ValidationWarningType::UnusedPort,
message: format!("Node {} is disconnected", node_id),
node_id: Some(node_id),
suggestion: Some("Connect this node to the pipeline".to_string()),
});
}
for edge in pipeline.edges.values() {
if let Err(e) = self.check_data_type_compatibility(pipeline, edge) {
errors.push(ValidationError {
error_type: ValidationErrorType::IncompatibleDataTypes,
message: e.to_string(),
node_id: None,
edge_id: Some(edge.id.clone()),
});
}
}
if pipeline.nodes.len() > self.config.max_nodes {
errors.push(ValidationError {
error_type: ValidationErrorType::ResourceLimitExceeded,
message: format!(
"Pipeline exceeds maximum node count: {} > {}",
pipeline.nodes.len(),
self.config.max_nodes
),
node_id: None,
edge_id: None,
});
}
Ok(ValidationResult {
is_valid: errors.is_empty(),
errors,
warnings,
validated_at: Utc::now(),
})
}
fn has_cycle(&self, pipeline: &VisualPipeline) -> bool {
let mut visited = HashSet::new();
let mut rec_stack = HashSet::new();
for node_id in pipeline.nodes.keys() {
if Self::detect_cycle_util(pipeline, node_id, &mut visited, &mut rec_stack) {
return true;
}
}
false
}
fn detect_cycle_util(
pipeline: &VisualPipeline,
node_id: &str,
visited: &mut HashSet<String>,
rec_stack: &mut HashSet<String>,
) -> bool {
if !visited.contains(node_id) {
visited.insert(node_id.to_string());
rec_stack.insert(node_id.to_string());
let neighbors: Vec<String> = pipeline
.edges
.values()
.filter(|e| e.source_node_id == node_id)
.map(|e| e.target_node_id.clone())
.collect();
for neighbor in neighbors {
if !visited.contains(&neighbor)
&& Self::detect_cycle_util(pipeline, &neighbor, visited, rec_stack)
{
return true;
}
if rec_stack.contains(&neighbor) {
return true;
}
}
}
rec_stack.remove(node_id);
false
}
fn find_disconnected_nodes(&self, pipeline: &VisualPipeline) -> Vec<String> {
let mut connected = HashSet::new();
for edge in pipeline.edges.values() {
connected.insert(edge.source_node_id.clone());
connected.insert(edge.target_node_id.clone());
}
pipeline
.nodes
.keys()
.filter(|id| !connected.contains(*id))
.cloned()
.collect()
}
fn check_data_type_compatibility(
&self,
_pipeline: &VisualPipeline,
_edge: &PipelineEdge,
) -> Result<()> {
Ok(())
}
}
pub struct PipelineOptimizer {
config: VisualDesignerConfig,
}
impl PipelineOptimizer {
pub fn new(config: VisualDesignerConfig) -> Self {
Self { config }
}
pub async fn optimize(&self, pipeline: &VisualPipeline) -> Result<OptimizationResult> {
let mut suggestions = Vec::new();
let metrics = self.analyze_structure(pipeline);
if metrics.avg_chain_length > 10.0 {
suggestions.push(OptimizationSuggestion {
suggestion_type: OptimizationType::ReduceChainLength,
impact: ImpactLevel::High,
description: "Consider breaking long chains into parallel branches".to_string(),
estimated_improvement: 30.0,
});
}
if metrics.parallel_opportunities > 0 {
suggestions.push(OptimizationSuggestion {
suggestion_type: OptimizationType::IncreaseParallelism,
impact: ImpactLevel::Medium,
description: format!(
"Found {} opportunities for parallel processing",
metrics.parallel_opportunities
),
estimated_improvement: 15.0 * metrics.parallel_opportunities as f64,
});
}
Ok(OptimizationResult {
original_metrics: metrics,
suggestions,
optimized_at: Utc::now(),
})
}
fn analyze_structure(&self, pipeline: &VisualPipeline) -> PipelineMetrics {
let mut total_chain_length = 0;
let mut chain_count = 0;
for node_id in pipeline.nodes.keys() {
let depth = self.calculate_depth(pipeline, node_id);
total_chain_length += depth;
chain_count += 1;
}
PipelineMetrics {
node_count: pipeline.nodes.len(),
edge_count: pipeline.edges.len(),
avg_chain_length: if chain_count > 0 {
total_chain_length as f64 / chain_count as f64
} else {
0.0
},
max_chain_length: total_chain_length,
parallel_opportunities: self.count_parallel_opportunities(pipeline),
bottleneck_nodes: Vec::new(),
}
}
fn calculate_depth(&self, pipeline: &VisualPipeline, node_id: &str) -> usize {
let mut depth = 0;
let mut current = node_id.to_string();
while let Some(edge) = pipeline
.edges
.values()
.find(|e| e.target_node_id == current)
{
depth += 1;
current = edge.source_node_id.clone();
}
depth
}
fn count_parallel_opportunities(&self, pipeline: &VisualPipeline) -> usize {
let mut count = 0;
for node_id in pipeline.nodes.keys() {
let outgoing: Vec<_> = pipeline
.edges
.values()
.filter(|e| e.source_node_id == *node_id)
.collect();
if outgoing.len() > 1 {
count += 1;
}
}
count
}
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct OptimizationResult {
pub original_metrics: PipelineMetrics,
pub suggestions: Vec<OptimizationSuggestion>,
pub optimized_at: DateTime<Utc>,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct PipelineMetrics {
pub node_count: usize,
pub edge_count: usize,
pub avg_chain_length: f64,
pub max_chain_length: usize,
pub parallel_opportunities: usize,
pub bottleneck_nodes: Vec<String>,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct OptimizationSuggestion {
pub suggestion_type: OptimizationType,
pub impact: ImpactLevel,
pub description: String,
pub estimated_improvement: f64,
}
#[derive(Debug, Clone, Serialize, Deserialize, PartialEq, Eq)]
pub enum OptimizationType {
ReduceChainLength,
IncreaseParallelism,
OptimizeBufferSize,
ReduceMemoryUsage,
ImproveLocality,
}
#[derive(Debug, Clone, Serialize, Deserialize, PartialEq, Eq)]
pub enum ImpactLevel {
Low,
Medium,
High,
Critical,
}
impl Default for VisualDesignerConfig {
fn default() -> Self {
Self {
enable_auto_layout: true,
enable_validation: true,
enable_optimization: true,
max_nodes: 1000,
max_edges: 5000,
enable_real_time_debug: true,
debug_buffer_size: 10000,
enable_profiling: true,
export_formats: vec![
ExportFormat::Json,
ExportFormat::Yaml,
ExportFormat::Dot,
ExportFormat::Mermaid,
],
}
}
}
impl Default for DebuggerConfig {
fn default() -> Self {
Self {
enable_breakpoints: true,
enable_event_capture: true,
max_event_history: 10000,
enable_time_travel: true,
enable_profiling: true,
capture_intermediate_results: true,
}
}
}
#[cfg(test)]
mod tests {
use super::*;
#[tokio::test]
async fn test_create_pipeline() {
let designer = VisualStreamDesigner::new(VisualDesignerConfig::default());
let pipeline_id = designer
.create_pipeline(
"Test Pipeline".to_string(),
Some("Test description".to_string()),
)
.await
.unwrap();
assert!(!pipeline_id.is_empty());
let pipelines = designer.list_pipelines().await;
assert_eq!(pipelines.len(), 1);
assert_eq!(pipelines[0].name, "Test Pipeline");
}
#[tokio::test]
async fn test_add_nodes() {
let designer = VisualStreamDesigner::new(VisualDesignerConfig::default());
let pipeline_id = designer
.create_pipeline("Test".to_string(), None)
.await
.unwrap();
let source_id = designer
.add_node(
&pipeline_id,
"Source".to_string(),
NodeType::Source(SourceType::Memory),
Position {
x: 0.0,
y: 0.0,
z: None,
},
)
.await
.unwrap();
let sink_id = designer
.add_node(
&pipeline_id,
"Sink".to_string(),
NodeType::Sink(SinkType::Memory),
Position {
x: 100.0,
y: 0.0,
z: None,
},
)
.await
.unwrap();
assert!(!source_id.is_empty());
assert!(!sink_id.is_empty());
let pipeline = designer.get_pipeline(&pipeline_id).await.unwrap();
assert_eq!(pipeline.nodes.len(), 2);
}
#[tokio::test]
async fn test_add_edge() {
let designer = VisualStreamDesigner::new(VisualDesignerConfig::default());
let pipeline_id = designer
.create_pipeline("Test".to_string(), None)
.await
.unwrap();
let source_id = designer
.add_node(
&pipeline_id,
"Source".to_string(),
NodeType::Source(SourceType::Memory),
Position {
x: 0.0,
y: 0.0,
z: None,
},
)
.await
.unwrap();
let sink_id = designer
.add_node(
&pipeline_id,
"Sink".to_string(),
NodeType::Sink(SinkType::Memory),
Position {
x: 100.0,
y: 0.0,
z: None,
},
)
.await
.unwrap();
let edge_id = designer
.add_edge(
&pipeline_id,
source_id,
"output".to_string(),
sink_id,
"input".to_string(),
)
.await
.unwrap();
assert!(!edge_id.is_empty());
let pipeline = designer.get_pipeline(&pipeline_id).await.unwrap();
assert_eq!(pipeline.edges.len(), 1);
}
#[tokio::test]
async fn test_validate_pipeline() {
let designer = VisualStreamDesigner::new(VisualDesignerConfig::default());
let pipeline_id = designer
.create_pipeline("Test".to_string(), None)
.await
.unwrap();
let source_id = designer
.add_node(
&pipeline_id,
"Source".to_string(),
NodeType::Source(SourceType::Memory),
Position {
x: 0.0,
y: 0.0,
z: None,
},
)
.await
.unwrap();
let sink_id = designer
.add_node(
&pipeline_id,
"Sink".to_string(),
NodeType::Sink(SinkType::Memory),
Position {
x: 100.0,
y: 0.0,
z: None,
},
)
.await
.unwrap();
designer
.add_edge(
&pipeline_id,
source_id,
"output".to_string(),
sink_id,
"input".to_string(),
)
.await
.unwrap();
let validation = designer.validate_pipeline(&pipeline_id).await.unwrap();
assert!(validation.is_valid);
assert!(validation.errors.is_empty());
}
#[tokio::test]
async fn test_export_import_json() {
let designer = VisualStreamDesigner::new(VisualDesignerConfig::default());
let pipeline_id = designer
.create_pipeline("Test".to_string(), None)
.await
.unwrap();
designer
.add_node(
&pipeline_id,
"Source".to_string(),
NodeType::Source(SourceType::Memory),
Position {
x: 0.0,
y: 0.0,
z: None,
},
)
.await
.unwrap();
let json = designer
.export_pipeline(&pipeline_id, ExportFormat::Json)
.await
.unwrap();
assert!(!json.is_empty());
let new_id = designer
.import_pipeline(&json, ExportFormat::Json)
.await
.unwrap();
assert!(!new_id.is_empty());
let imported = designer.get_pipeline(&new_id).await.unwrap();
assert_eq!(imported.nodes.len(), 1);
}
#[tokio::test]
async fn test_export_dot() {
let designer = VisualStreamDesigner::new(VisualDesignerConfig::default());
let pipeline_id = designer
.create_pipeline("Test".to_string(), None)
.await
.unwrap();
let source_id = designer
.add_node(
&pipeline_id,
"Source".to_string(),
NodeType::Source(SourceType::Memory),
Position {
x: 0.0,
y: 0.0,
z: None,
},
)
.await
.unwrap();
let sink_id = designer
.add_node(
&pipeline_id,
"Sink".to_string(),
NodeType::Sink(SinkType::Memory),
Position {
x: 100.0,
y: 0.0,
z: None,
},
)
.await
.unwrap();
designer
.add_edge(
&pipeline_id,
source_id,
"output".to_string(),
sink_id,
"input".to_string(),
)
.await
.unwrap();
let dot = designer
.export_pipeline(&pipeline_id, ExportFormat::Dot)
.await
.unwrap();
assert!(dot.contains("digraph"));
assert!(dot.contains("Source"));
assert!(dot.contains("Sink"));
assert!(dot.contains("->"));
}
#[tokio::test]
async fn test_create_debugger() {
let designer = VisualStreamDesigner::new(VisualDesignerConfig::default());
let pipeline_id = designer
.create_pipeline("Test".to_string(), None)
.await
.unwrap();
let debugger_id = designer
.create_debugger(&pipeline_id, DebuggerConfig::default())
.await
.unwrap();
assert!(!debugger_id.is_empty());
let state = designer.get_debugger_state(&debugger_id).await.unwrap();
assert!(!state.is_running);
assert!(!state.is_paused);
}
#[tokio::test]
async fn test_add_breakpoint() {
let designer = VisualStreamDesigner::new(VisualDesignerConfig::default());
let pipeline_id = designer
.create_pipeline("Test".to_string(), None)
.await
.unwrap();
let node_id = designer
.add_node(
&pipeline_id,
"Filter".to_string(),
NodeType::Filter,
Position {
x: 0.0,
y: 0.0,
z: None,
},
)
.await
.unwrap();
let debugger_id = designer
.create_debugger(&pipeline_id, DebuggerConfig::default())
.await
.unwrap();
let breakpoint_id = designer
.add_breakpoint(&debugger_id, node_id, None)
.await
.unwrap();
assert!(!breakpoint_id.is_empty());
}
#[tokio::test]
async fn test_optimize_pipeline() {
let designer = VisualStreamDesigner::new(VisualDesignerConfig::default());
let pipeline_id = designer
.create_pipeline("Test".to_string(), None)
.await
.unwrap();
let mut prev_id = None;
for i in 0..12 {
let node_id = designer
.add_node(
&pipeline_id,
format!("Node{}", i),
NodeType::Map,
Position {
x: i as f64 * 100.0,
y: 0.0,
z: None,
},
)
.await
.unwrap();
if let Some(prev) = prev_id {
designer
.add_edge(
&pipeline_id,
prev,
"output".to_string(),
node_id.clone(),
"input".to_string(),
)
.await
.unwrap();
}
prev_id = Some(node_id);
}
let optimization = designer.optimize_pipeline(&pipeline_id).await.unwrap();
assert!(!optimization.suggestions.is_empty());
}
#[tokio::test]
async fn test_delete_pipeline() {
let designer = VisualStreamDesigner::new(VisualDesignerConfig::default());
let pipeline_id = designer
.create_pipeline("Test".to_string(), None)
.await
.unwrap();
assert_eq!(designer.list_pipelines().await.len(), 1);
designer.delete_pipeline(&pipeline_id).await.unwrap();
assert_eq!(designer.list_pipelines().await.len(), 0);
}
}