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//! IPO Pattern - Input, Process, Output
//!
//! Structured event processing pattern for agent interactions
use crate::types::*;
use crate::{ZoeyError, Result};
use std::sync::Arc;
use tracing::{debug, info};
/// Input stage - receives and validates events
#[derive(Debug, Clone)]
pub struct Input {
/// Event type
pub event_type: EventType,
/// Raw event data
pub event_data: EventPayload,
/// Input timestamp
pub timestamp: i64,
/// Validation result
pub validated: bool,
/// Compliance check result
pub compliance_passed: bool,
}
/// Process stage - transforms input into actionable items
#[derive(Debug, Clone)]
pub struct Process {
/// Input that was processed
pub input_id: uuid::Uuid,
/// Planned actions
pub planned_actions: Vec<String>,
/// State composed from providers
pub state_hash: String,
/// Processing decisions
pub decisions: Vec<ProcessDecision>,
/// Risk assessment
pub risk_level: String,
}
/// Processing decision
#[derive(Debug, Clone)]
pub struct ProcessDecision {
/// Decision type
pub decision_type: String,
/// Reasoning
pub reasoning: String,
/// Confidence (0.0 - 1.0)
pub confidence: f32,
}
/// Output stage - generates and validates responses
#[derive(Debug, Clone)]
pub struct Output {
/// Process that generated this output
pub process_id: uuid::Uuid,
/// Generated responses
pub responses: Vec<Memory>,
/// PII redactions applied
pub pii_redacted: Vec<String>,
/// Compliance validated
pub compliance_validated: bool,
/// Output approved
pub approved: bool,
}
/// IPO Pipeline - Input => Process => Output
pub struct IPOPipeline {
/// Whether to enforce strict compliance
strict_mode: bool,
/// Whether to use local LLM only
local_only: bool,
}
impl IPOPipeline {
/// Create a new IPO pipeline
pub fn new(strict_mode: bool, local_only: bool) -> Self {
Self {
strict_mode,
local_only,
}
}
/// Check if pipeline is in local-only mode
pub fn is_local_only(&self) -> bool {
self.local_only
}
/// Check if pipeline is in strict mode
pub fn is_strict_mode(&self) -> bool {
self.strict_mode
}
/// Process an event through the IPO pipeline
pub async fn process_event(
&self,
event_type: EventType,
event_data: EventPayload,
runtime: Arc<dyn std::any::Any + Send + Sync>,
) -> Result<Output> {
info!(
"IPO Pipeline: Processing {:?} event (strict_mode={}, local_only={})",
event_type, self.strict_mode, self.local_only
);
// === INPUT STAGE ===
debug!("IPO: Input stage - validating event");
let input = self.input_stage(event_type, event_data).await?;
if !input.validated {
return Err(ZoeyError::validation("Input validation failed"));
}
if self.strict_mode && !input.compliance_passed {
return Err(ZoeyError::validation("Input failed compliance check"));
}
// === PROCESS STAGE ===
debug!("IPO: Process stage - planning and execution");
let process = self.process_stage(&input, runtime.clone()).await?;
// === OUTPUT STAGE ===
debug!("IPO: Output stage - generating and validating output");
let output = self.output_stage(&process, runtime).await?;
if self.strict_mode && !output.approved {
return Err(ZoeyError::validation("Output failed approval"));
}
info!(
"IPO Pipeline: Complete - {} responses generated",
output.responses.len()
);
Ok(output)
}
/// Input stage - validate and check compliance
async fn input_stage(&self, event_type: EventType, event_data: EventPayload) -> Result<Input> {
let timestamp = chrono::Utc::now().timestamp();
// Validate input
let validated = true; // Would perform actual validation
// Check compliance (placeholder)
let compliance_passed = true; // Would check against judgment plugin
Ok(Input {
event_type,
event_data,
timestamp,
validated,
compliance_passed,
})
}
/// Process stage - plan and prepare
async fn process_stage(
&self,
_input: &Input,
_runtime: Arc<dyn std::any::Any + Send + Sync>,
) -> Result<Process> {
let input_id = uuid::Uuid::new_v4();
// Use reaction planner functor to determine actions
let planned_actions = vec!["REPLY".to_string()]; // Would use ReactionPlannerFunctor
// Compose state (would use actual runtime)
let state_hash = "state_hash_placeholder".to_string();
// Make processing decisions
let decisions = vec![ProcessDecision {
decision_type: "RESPOND".to_string(),
reasoning: "User asked a question".to_string(),
confidence: 0.9,
}];
// Assess risk
let risk_level = "LOW".to_string();
Ok(Process {
input_id,
planned_actions,
state_hash,
decisions,
risk_level,
})
}
/// Output stage - generate and validate
async fn output_stage(
&self,
_process: &Process,
_runtime: Arc<dyn std::any::Any + Send + Sync>,
) -> Result<Output> {
let process_id = uuid::Uuid::new_v4();
// Generate responses (would use OutputPlannerFunctor + LLM)
let responses = vec![]; // Placeholder
// Scan for PII and redact (would use judgment plugin)
let pii_redacted = vec![];
// Validate compliance
let compliance_validated = true;
// Approve output if compliant
let approved = compliance_validated && (!self.strict_mode || pii_redacted.is_empty());
Ok(Output {
process_id,
responses,
pii_redacted,
compliance_validated,
approved,
})
}
}
impl Default for IPOPipeline {
fn default() -> Self {
Self::new(false, false)
}
}
/// Government-compliant IPO pipeline
pub fn create_government_pipeline() -> IPOPipeline {
IPOPipeline::new(true, true) // Strict mode + local only
}
#[cfg(test)]
mod tests {
use super::*;
#[tokio::test]
async fn test_ipo_pipeline() {
let _pipeline = IPOPipeline::default();
let _event_type = EventType::MessageReceived;
let _event_data = EventPayload::Generic(std::collections::HashMap::new());
// This would fail without actual runtime, but tests the structure
// let result = pipeline.process_event(event_type, event_data, Arc::new(())).await;
}
#[test]
fn test_government_pipeline() {
let pipeline = create_government_pipeline();
assert!(pipeline.strict_mode);
assert!(pipeline.local_only);
}
#[tokio::test]
async fn test_input_stage() {
let pipeline = IPOPipeline::default();
let event_type = EventType::MessageReceived;
let event_data = EventPayload::Generic(std::collections::HashMap::new());
let input = pipeline.input_stage(event_type, event_data).await.unwrap();
assert!(input.validated);
}
}