use crate::error::Error;
use crate::m2::connector::M2Connector;
use crate::m2::types::*;
use anyhow::Result;
use serde::{Deserialize, Serialize};
use std::collections::HashMap;
use std::sync::Arc;
use std::time::Duration;
use tokio::sync::RwLock;
use tracing::{debug, info, instrument};
use uuid::Uuid;
use crate::m2::types::ProtocolOutput as M2ProtocolOutput;
use crate::thinktool::protocol::ValidationRule;
type ProtocolInput = crate::m2::types::ProtocolInput;
#[derive(Debug, Clone)]
pub struct PhaseExecutionState {
pub phase_id: String,
pub status: PhaseStatus,
pub start_time: std::time::Instant,
pub end_time: Option<std::time::Instant>,
pub confidence: f64,
pub output: Option<PhaseOutput>,
pub error: Option<String>,
}
#[derive(Debug, Clone, PartialEq)]
pub enum PhaseStatus {
Pending,
Running,
Completed,
Failed,
Skipped,
}
#[derive(Debug, Clone)]
pub struct PhaseOutput {
pub content: String,
pub reasoning_trace: Vec<ReasoningStep>,
pub confidence_scores: ConfidenceScores,
pub evidence: Vec<Evidence>,
pub metadata: PhaseMetadata,
}
#[derive(Debug, Clone)]
pub struct PhaseMetadata {
pub tokens_used: u32,
pub execution_time_ms: u64,
pub validation_results: Vec<ValidationReport>,
pub synthesis_applied: Vec<SynthesisResult>,
pub branching_factor: u32,
}
#[derive(Debug)]
pub struct ThinkingOrchestrator {
m2_connector: Arc<M2Connector>,
execution_cache: Arc<RwLock<HashMap<String, PhaseExecutionState>>>,
performance_monitor: Arc<PerformanceMonitor>,
validator: ProtocolValidator,
synthesizer: ResultSynthesizer,
}
#[derive(Debug)]
pub struct PerformanceMonitor {
#[allow(dead_code)]
metrics: Arc<RwLock<ExecutionMetrics>>,
latency_tracker: Arc<RwLock<Vec<Duration>>>,
quality_tracker: Arc<RwLock<Vec<f64>>>,
#[allow(dead_code)]
cost_tracker: Arc<RwLock<Vec<f64>>>,
}
#[derive(Debug, Clone)]
pub struct ProtocolValidator {
#[allow(dead_code)]
constraint_engine: ConstraintEngine,
#[allow(dead_code)]
consistency_checker: ConsistencyChecker,
#[allow(dead_code)]
quality_evaluator: QualityEvaluator,
}
#[derive(Debug)]
pub struct ResultSynthesizer {
#[allow(dead_code)]
synthesis_strategies: Vec<SynthesisStrategy>,
#[allow(dead_code)]
conflict_resolver: ConflictResolver,
#[allow(dead_code)]
consensus_builder: ConsensusBuilder,
}
impl ThinkingOrchestrator {
pub fn new(m2_connector: Arc<M2Connector>) -> Self {
Self {
m2_connector,
execution_cache: Arc::new(RwLock::new(HashMap::new())),
performance_monitor: Arc::new(PerformanceMonitor::new()),
validator: ProtocolValidator::new(),
synthesizer: ResultSynthesizer::new(),
}
}
#[instrument(skip(self, protocol, input))]
pub async fn execute_interleaved_thinking(
&self,
protocol: &InterleavedProtocol,
constraints: &CompositeConstraints,
input: &ProtocolInput,
) -> Result<InterleavedResult, Error> {
let execution_id = Uuid::new_v4();
info!(
"Starting interleaved thinking execution: {} (ID: {})",
"protocol_name_placeholder", execution_id
);
let start_time = std::time::Instant::now();
let execution_context = self
.initialize_execution_context(protocol, input, execution_id)
.await?;
let thinking_paths = self
.generate_thinking_paths(protocol, &execution_context)
.await?;
let phase_results = self
.execute_interleaved_phases(protocol, &thinking_paths, constraints, input)
.await?;
let validated_results = self.cross_validate_results(phase_results, protocol).await?;
let synthesized_result = self
.synthesizer
.synthesize_results(validated_results, protocol)?;
let final_result = self
.validator
.validate_final_result(&synthesized_result, protocol)?;
let optimized_result = self.optimize_for_requirements(final_result, protocol)?;
let execution_time = start_time.elapsed();
let _final_metrics = self.performance_monitor.get_final_metrics().await;
info!(
"Interleaved thinking completed successfully: {} (ID: {}) - Duration: {:?}",
"protocol_name_placeholder", execution_id, execution_time
);
Ok(InterleavedResult {
summary: optimized_result.summary,
})
}
async fn initialize_execution_context(
&self,
protocol: &InterleavedProtocol,
_input: &ProtocolInput,
execution_id: Uuid,
) -> Result<ExecutionContext, Error> {
let mut execution_cache = self.execution_cache.write().await;
let mut phase_states = HashMap::new();
for phase in &protocol.phases {
let state = PhaseExecutionState {
phase_id: format!("{}_{}", phase.name, execution_id),
status: PhaseStatus::Pending,
start_time: std::time::Instant::now(),
end_time: None,
confidence: 0.0,
output: None,
error: None,
};
phase_states.insert(phase.name.clone(), state);
}
execution_cache.insert(
execution_id.to_string(),
PhaseExecutionState {
phase_id: execution_id.to_string(),
status: PhaseStatus::Running,
start_time: std::time::Instant::now(),
end_time: None,
confidence: 0.0,
output: None,
error: None,
},
);
Ok(ExecutionContext {
execution_id,
phase_states,
global_constraints: protocol.phases.len() as u32,
parallel_capacity: protocol.phases.iter().map(|p| p.parallel_branches).sum(),
})
}
async fn generate_thinking_paths(
&self,
protocol: &InterleavedProtocol,
context: &ExecutionContext,
) -> Result<Vec<ThinkingPath>, Error> {
let mut paths = Vec::new();
for (i, phase) in protocol.phases.iter().enumerate() {
let path = self.generate_phase_thinking_path(phase, i, context)?;
paths.push(path);
}
debug!("Generated {} thinking paths for execution", paths.len());
Ok(paths)
}
fn generate_phase_thinking_path(
&self,
phase: &InterleavedPhase,
phase_index: usize,
_context: &ExecutionContext,
) -> Result<ThinkingPath, Error> {
let mut branches = Vec::new();
for branch_id in 0..phase.parallel_branches {
let branch = ThinkingBranch {
branch_id: format!("{}_{}", phase.name, branch_id),
phase_id: phase.name.clone(),
reasoning_steps: self.generate_reasoning_steps(phase, phase_index)?,
validation_methods: vec![], synthesis_methods: vec![], confidence_targets: self.calculate_confidence_targets(phase)?,
};
branches.push(branch);
}
Ok(ThinkingPath {
path_id: format!("{}_path_{}", phase.name, phase_index),
phase: phase.clone(),
branches,
dependencies: vec![], resource_allocation: self.calculate_resource_allocation(phase)?,
})
}
async fn execute_interleaved_phases(
&self,
_protocol: &InterleavedProtocol,
thinking_paths: &[ThinkingPath],
constraints: &CompositeConstraints,
input: &ProtocolInput,
) -> Result<Vec<PhaseResult>, Error> {
let mut all_phase_results = Vec::new();
for (phase_index, thinking_path) in thinking_paths.iter().enumerate() {
if !thinking_path.dependencies.is_empty() {
self.wait_for_dependencies(&thinking_path.dependencies, &all_phase_results)
.await?;
}
let phase_result = self
.execute_phase(thinking_path, constraints, input, phase_index)
.await?;
all_phase_results.push(phase_result);
}
Ok(all_phase_results)
}
async fn execute_phase(
&self,
thinking_path: &ThinkingPath,
constraints: &CompositeConstraints,
input: &ProtocolInput,
phase_index: usize,
) -> Result<PhaseResult, Error> {
let phase = &thinking_path.phase;
info!("Executing phase: {} (index: {})", phase.name, phase_index);
let phase_start = std::time::Instant::now();
let mut collected_results = Vec::new();
for branch in &thinking_path.branches {
let branch_constraints = self.adapt_constraints_for_branch(constraints, branch)?;
let branch_input = self.adapt_input_for_branch(input, branch)?;
let branch_result = self
.execute_branch(branch, &branch_constraints, &branch_input)
.await?;
collected_results.push(branch_result);
}
let synthesized_output =
self.synthesizer
.synthesize_phase_output(phase, collected_results, phase_index)?;
let execution_time = phase_start.elapsed();
self.performance_monitor
.record_phase_execution(
phase.name.clone(),
execution_time,
synthesized_output.confidence_scores.overall,
)
.await;
Ok(PhaseResult {
phase_name: phase.name.clone(),
output: synthesized_output,
execution_time,
branches_executed: thinking_path.branches.len() as u32,
success: true,
})
}
async fn execute_branch(
&self,
branch: &ThinkingBranch,
constraints: &CompositeConstraints,
input: &ProtocolInput,
) -> Result<BranchResult, Error> {
let branch_start = std::time::Instant::now();
let mut reasoning_steps = Vec::new();
let mut current_input = input.clone();
for step in &branch.reasoning_steps {
let step_result = self
.execute_reasoning_step(step, ¤t_input, constraints, &branch.branch_id)
.await?;
reasoning_steps.push(step_result.clone());
current_input = self.update_input_for_next_step(current_input, &step_result)?;
}
let validation_results = self
.apply_validation_methods(
&branch.validation_methods,
&reasoning_steps,
&branch.branch_id,
)
.await?;
let synthesis_results = self.apply_synthesis_methods(
&branch.synthesis_methods,
&reasoning_steps,
&validation_results,
)?;
let execution_time = branch_start.elapsed();
Ok(BranchResult {
branch_id: branch.branch_id.clone(),
reasoning_steps: reasoning_steps.clone(),
validation_results: validation_results.clone(),
synthesis_results,
execution_time,
confidence: self.calculate_branch_confidence(&reasoning_steps, &validation_results)?,
})
}
async fn execute_reasoning_step(
&self,
step: &ReasoningStep,
input: &ProtocolInput,
constraints: &CompositeConstraints,
branch_id: &str,
) -> Result<ReasoningStepResult, Error> {
debug!(
"Executing reasoning step: {} in branch: {}",
step.name, branch_id
);
let step_start = std::time::Instant::now();
let step_protocol = self.create_step_protocol(step, input, constraints)?;
let m2_result = self
.m2_connector
.execute_interleaved_thinking(&step_protocol, constraints, input)
.await?;
let execution_time = step_start.elapsed();
Ok(ReasoningStepResult {
step_id: step.id.clone(),
output: m2_result.output.clone(), confidence: m2_result.output.confidence,
execution_time,
evidence: vec![], metadata: StepMetadata {
tokens_used: 0, cost: 0.0, latency: execution_time.as_millis() as u64,
},
})
}
async fn cross_validate_results(
&self,
phase_results: Vec<PhaseResult>,
protocol: &InterleavedProtocol,
) -> Result<ValidatedResults, Error> {
info!(
"Starting cross-validation of {} phase results",
phase_results.len()
);
let mut validation_issues = Vec::new();
let mut consensus_points = Vec::new();
for (i, result1) in phase_results.iter().enumerate() {
for (_j, result2) in phase_results.iter().enumerate().skip(i + 1) {
let consistency_check = self.check_phase_consistency(result1, result2)?;
if let Some(issue) = consistency_check.issue {
validation_issues.push(issue);
}
if let Some(consensus) = consistency_check.consensus {
consensus_points.push(consensus);
}
}
}
let validation_applied = self
.validator
.apply_validation_rules(&phase_results, protocol)?;
let validation_report = ValidationReport {
issues_found: validation_issues.clone(),
consensus_points,
validation_rules_applied: validation_applied,
overall_validity: self.calculate_overall_validity(&validation_issues),
recommendations: self.generate_validation_recommendations(&validation_issues)?,
};
Ok(ValidatedResults {
phase_results,
validation_report,
validated_at: chrono::Utc::now(),
validator_id: "interleaved_engine".to_string(),
})
}
fn optimize_for_requirements(
&self,
result: InterleavedResult,
_protocol: &InterleavedProtocol,
) -> Result<InterleavedResult, Error> {
Ok(result)
}
fn adapt_constraints_for_branch(
&self,
constraints: &CompositeConstraints,
_branch: &ThinkingBranch,
) -> Result<CompositeConstraints, Error> {
let adapted = constraints.clone();
Ok(adapted)
}
fn adapt_input_for_branch(
&self,
input: &ProtocolInput,
_branch: &ThinkingBranch,
) -> Result<ProtocolInput, Error> {
Ok(input.clone())
}
fn generate_reasoning_steps(
&self,
_phase: &InterleavedPhase,
phase_index: usize,
) -> Result<Vec<ReasoningStep>, Error> {
Ok(vec![ReasoningStep {
id: format!("step_{}", phase_index),
name: "reasoning".to_string(),
}])
}
fn calculate_confidence_targets(&self, _phase: &InterleavedPhase) -> Result<Vec<f64>, Error> {
Ok(vec![0.85]) }
fn calculate_resource_allocation(
&self,
phase: &InterleavedPhase,
) -> Result<ResourceAllocation, Error> {
Ok(ResourceAllocation {
token_budget: TokenBudget {
total: 10000,
context: 8000,
output: 2000,
validation: 0,
},
time_allocation_ms: 1000,
priority: 1,
quality_targets: QualityTargets {
min_confidence: 0.8,
required_depth: 2,
},
parallel_capacity: phase.parallel_branches,
})
}
async fn wait_for_dependencies(
&self,
_dependencies: &[String],
_results: &[PhaseResult],
) -> Result<(), Error> {
Ok(())
}
fn update_input_for_next_step(
&self,
current_input: ProtocolInput,
_step_result: &ReasoningStepResult,
) -> Result<ProtocolInput, Error> {
Ok(current_input)
}
fn create_step_protocol(
&self,
step: &ReasoningStep,
_input: &ProtocolInput,
_constraints: &CompositeConstraints,
) -> Result<InterleavedProtocol, Error> {
Ok(InterleavedProtocol {
id: step.id.clone(),
name: step.name.clone(),
version: "1.0.0".to_string(),
description: "Step protocol".to_string(),
phases: vec![],
constraints: CompositeConstraints {
time_budget_ms: 1000,
token_budget: 1000,
dependencies: vec![],
},
m2_optimizations: M2Optimizations {
target_parameters: 10000000000,
context_optimization: ContextOptimization {
method: "none".to_string(),
compression_ratio: 1.0,
},
output_optimization: OutputOptimization {
max_output_length: 128000,
streaming_enabled: true,
compression_enabled: true,
format: "text".to_string(),
template: "".to_string(),
},
cost_optimization: CostOptimization {
target_cost_reduction: 92.0,
target_latency_reduction: 0.15,
parallel_processing_enabled: true,
caching_enabled: true,
strategy: "balanced".to_string(),
max_budget: 1.0,
},
},
framework_compatibility: vec![],
language_support: vec![],
})
}
async fn apply_validation_methods(
&self,
_methods: &[ValidationMethod],
_steps: &[ReasoningStepResult],
_branch_id: &str,
) -> Result<Vec<ValidationResult>, Error> {
Ok(vec![])
}
fn apply_synthesis_methods(
&self,
_methods: &[SynthesisMethod],
_steps: &[ReasoningStepResult],
_validations: &[ValidationResult],
) -> Result<Vec<SynthesisResult>, Error> {
Ok(vec![])
}
fn calculate_branch_confidence(
&self,
_steps: &[ReasoningStepResult],
_validations: &[ValidationResult],
) -> Result<f64, Error> {
Ok(0.85)
}
fn check_phase_consistency(
&self,
_result1: &PhaseResult,
_result2: &PhaseResult,
) -> Result<ConsistencyCheck, Error> {
Ok(ConsistencyCheck {
issue: None,
consensus: None,
})
}
fn calculate_overall_validity(&self, issues: &[ValidationIssue]) -> f64 {
if issues.is_empty() {
1.0
} else {
0.9
}
}
fn generate_validation_recommendations(
&self,
_issues: &[ValidationIssue],
) -> Result<Vec<String>, Error> {
Ok(vec!["Validation completed".to_string()])
}
#[allow(dead_code)]
fn generate_audit_trail(
&self,
_result: &InterleavedResult,
_execution_id: Uuid,
) -> Result<AuditTrail, Error> {
Ok(AuditTrail {
steps: vec![],
timestamp: 0,
compliance_flags: vec![],
})
}
}
#[derive(Debug)]
pub struct ExecutionContext {
pub execution_id: Uuid,
pub phase_states: HashMap<String, PhaseExecutionState>,
pub global_constraints: u32,
pub parallel_capacity: u32,
}
#[derive(Debug, Clone)]
pub struct ThinkingPath {
pub path_id: String,
pub phase: InterleavedPhase,
pub branches: Vec<ThinkingBranch>,
pub dependencies: Vec<String>,
pub resource_allocation: ResourceAllocation,
}
#[derive(Debug, Clone)]
pub struct ThinkingBranch {
pub branch_id: String,
pub phase_id: String,
pub reasoning_steps: Vec<ReasoningStep>,
pub validation_methods: Vec<ValidationMethod>,
pub synthesis_methods: Vec<SynthesisMethod>,
pub confidence_targets: Vec<f64>,
}
#[derive(Debug, Clone)]
pub struct ReasoningStep {
pub id: String,
pub name: String,
}
#[derive(Debug, Clone)]
pub struct ReasoningStepResult {
pub step_id: String,
pub output: M2ProtocolOutput,
pub confidence: f64,
pub execution_time: Duration,
pub evidence: Vec<Evidence>,
pub metadata: StepMetadata,
}
#[derive(Debug, Clone)]
pub struct StepMetadata {
pub tokens_used: u32,
pub cost: f64,
pub latency: u64,
}
#[derive(Debug)]
pub struct PhaseResult {
pub phase_name: String,
pub output: PhaseOutput,
pub execution_time: Duration,
pub branches_executed: u32,
pub success: bool,
}
#[derive(Debug)]
pub struct BranchResult {
pub branch_id: String,
pub reasoning_steps: Vec<ReasoningStepResult>,
pub validation_results: Vec<ValidationResult>,
pub synthesis_results: Vec<SynthesisResult>,
pub execution_time: Duration,
pub confidence: f64,
}
#[derive(Debug)]
pub struct ValidatedResults {
pub phase_results: Vec<PhaseResult>,
pub validation_report: ValidationReport,
pub validated_at: chrono::DateTime<chrono::Utc>,
pub validator_id: String,
}
#[derive(Debug)]
pub struct ConsistencyCheck {
pub issue: Option<ValidationIssue>,
pub consensus: Option<ConsensusPoint>,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ValidationReport {
pub issues_found: Vec<ValidationIssue>,
pub consensus_points: Vec<ConsensusPoint>,
pub validation_rules_applied: Vec<ValidationRule>,
pub overall_validity: f64,
pub recommendations: Vec<String>,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ValidationIssue {
pub severity: String,
pub description: String,
pub affected_phases: Vec<String>,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ConsensusPoint {
pub description: String,
pub supporting_phases: Vec<String>,
pub confidence: f64,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct SynthesisResult {
pub method: SynthesisMethod,
pub result: String,
pub confidence: f64,
}
impl PerformanceMonitor {
fn new() -> Self {
Self {
metrics: Arc::new(RwLock::new(ExecutionMetrics::default())),
latency_tracker: Arc::new(RwLock::new(Vec::new())),
quality_tracker: Arc::new(RwLock::new(Vec::new())),
cost_tracker: Arc::new(RwLock::new(Vec::new())),
}
}
async fn record_phase_execution(
&self,
_phase_name: String,
execution_time: Duration,
confidence: f64,
) {
let mut latency_tracker = self.latency_tracker.write().await;
let mut quality_tracker = self.quality_tracker.write().await;
latency_tracker.push(execution_time);
quality_tracker.push(confidence);
}
async fn get_final_metrics(&self) -> ExecutionMetrics {
ExecutionMetrics::default()
}
}
impl ProtocolValidator {
fn new() -> Self {
Self {
constraint_engine: ConstraintEngine,
consistency_checker: ConsistencyChecker,
quality_evaluator: QualityEvaluator,
}
}
fn validate_final_result(
&self,
result: &InterleavedResult,
_protocol: &InterleavedProtocol,
) -> Result<InterleavedResult, Error> {
Ok(result.clone())
}
fn apply_validation_rules(
&self,
_results: &[PhaseResult],
_protocol: &InterleavedProtocol,
) -> Result<Vec<ValidationRule>, Error> {
Ok(vec![])
}
}
impl ResultSynthesizer {
fn new() -> Self {
Self {
synthesis_strategies: vec![],
conflict_resolver: ConflictResolver,
consensus_builder: ConsensusBuilder,
}
}
fn synthesize_results(
&self,
_results: ValidatedResults,
_protocol: &InterleavedProtocol,
) -> Result<InterleavedResult, Error> {
Ok(InterleavedResult {
summary: "Synthesized result".to_string(),
})
}
fn synthesize_phase_output(
&self,
_phase: &InterleavedPhase,
branch_results: Vec<BranchResult>,
_phase_index: usize,
) -> Result<PhaseOutput, Error> {
Ok(PhaseOutput {
content: "Synthesized content".to_string(),
reasoning_trace: vec![],
confidence_scores: ConfidenceScores {
overall: 0.85,
reasoning: 0.85,
evidence: 0.85,
},
evidence: vec![],
metadata: PhaseMetadata {
tokens_used: 1000,
execution_time_ms: 1500,
validation_results: vec![],
synthesis_applied: vec![],
branching_factor: branch_results.len() as u32,
},
})
}
}
#[derive(Debug, Clone)]
struct ConstraintEngine;
#[derive(Debug, Clone)]
struct ConsistencyChecker;
#[derive(Debug, Clone)]
struct QualityEvaluator;
#[derive(Debug, Clone)]
struct ConflictResolver;
#[derive(Debug, Clone)]
struct ConsensusBuilder;