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wifi-densepose/examples/exo-ai-2025/tests/temporal_integration.rs
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Rust

//! Integration Tests: Temporal Memory Coordinator
//!
//! These tests verify causal memory architecture including:
//! - Causal link tracking
//! - Causal cone queries
//! - Memory consolidation
//! - Predictive anticipation
#[cfg(test)]
mod temporal_tests {
// Note: These imports will be available once crates are implemented
// use exo_temporal::{TemporalMemory, CausalConeType, AnticipationHint};
// use exo_core::{Pattern, SubstrateTime, PatternId};
/// Test: Store patterns with causal links, then verify causal queries
///
/// Flow:
/// 1. Store patterns with explicit causal antecedents
/// 2. Build causal graph
/// 3. Query with causal cone constraints
/// 4. Verify only causally-connected patterns returned
#[tokio::test]
#[ignore] // Remove when exo-temporal exists
async fn test_causal_storage_and_query() {
// TODO: Implement once exo-temporal exists
// Expected API:
// let mut temporal_memory = TemporalMemory::new();
//
// // Store pattern A (no antecedents)
// let pattern_a = Pattern { embedding: vec![1.0, 0.0, 0.0], ... };
// let id_a = temporal_memory.store(pattern_a, antecedents=&[]).await.unwrap();
//
// // Store pattern B (caused by A)
// let pattern_b = Pattern { embedding: vec![0.0, 1.0, 0.0], ... };
// let id_b = temporal_memory.store(pattern_b, antecedents=&[id_a]).await.unwrap();
//
// // Store pattern C (caused by B)
// let pattern_c = Pattern { embedding: vec![0.0, 0.0, 1.0], ... };
// let id_c = temporal_memory.store(pattern_c, antecedents=&[id_b]).await.unwrap();
//
// // Query: causal past of C
// let query = Query::from_id(id_c);
// let results = temporal_memory.causal_query(
// &query,
// reference_time=SubstrateTime::now(),
// cone_type=CausalConeType::Past
// ).await.unwrap();
//
// // Should find B and A (causal ancestors)
// assert_eq!(results.len(), 2);
// let ids: Vec<_> = results.iter().map(|r| r.pattern.id).collect();
// assert!(ids.contains(&id_a));
// assert!(ids.contains(&id_b));
//
// // Causal distances should be correct
// let result_a = results.iter().find(|r| r.pattern.id == id_a).unwrap();
// assert_eq!(result_a.causal_distance, 2); // A -> B -> C
panic!("Implement this test once exo-temporal crate exists");
}
/// Test: Causal cone with light-cone constraints
///
/// Verifies relativistic causal constraints on retrieval.
#[tokio::test]
#[ignore]
async fn test_light_cone_query() {
// TODO: Implement once exo-temporal exists
// Expected behavior:
// - Store patterns at different spacetime coordinates
// - Query with light-cone velocity constraint
// - Verify only patterns within light-cone returned
// Expected API:
// let cone_type = CausalConeType::LightCone { velocity: 1.0 };
// let results = temporal_memory.causal_query(
// &query,
// reference_time,
// cone_type
// ).await.unwrap();
//
// for result in results {
// let spatial_dist = distance(query.origin, result.pattern.origin);
// let temporal_dist = (result.timestamp - reference_time).abs();
// assert!(spatial_dist <= velocity * temporal_dist);
// }
panic!("Implement this test once exo-temporal crate exists");
}
/// Test: Memory consolidation from short-term to long-term
///
/// Flow:
/// 1. Fill short-term buffer with patterns of varying salience
/// 2. Trigger consolidation
/// 3. Verify high-salience patterns moved to long-term
/// 4. Verify low-salience patterns forgotten
#[tokio::test]
#[ignore]
async fn test_memory_consolidation() {
// TODO: Implement once exo-temporal exists
// Expected API:
// let mut temporal_memory = TemporalMemory::new();
//
// // Store high-salience patterns
// for _ in 0..10 {
// let pattern = Pattern { salience: 0.9, ... };
// temporal_memory.store(pattern, &[]).await.unwrap();
// }
//
// // Store low-salience patterns
// for _ in 0..10 {
// let pattern = Pattern { salience: 0.1, ... };
// temporal_memory.store(pattern, &[]).await.unwrap();
// }
//
// // Trigger consolidation
// temporal_memory.consolidate().await.unwrap();
//
// // Verify short-term buffer cleared
// assert_eq!(temporal_memory.short_term_count(), 0);
//
// // Verify long-term contains ~10 patterns (high-salience)
// assert!(temporal_memory.long_term_count() >= 8); // Allow some variance
panic!("Implement this test once exo-temporal crate exists");
}
/// Test: Predictive anticipation and pre-fetching
///
/// Verifies substrate can predict future queries and pre-fetch results.
#[tokio::test]
#[ignore]
async fn test_predictive_anticipation() {
// TODO: Implement once exo-temporal exists
// Expected API:
// let mut temporal_memory = TemporalMemory::new();
//
// // Establish sequential pattern: A -> B -> C
// let id_a = store_pattern_a();
// let id_b = store_pattern_b(antecedents=[id_a]);
// let id_c = store_pattern_c(antecedents=[id_b]);
//
// // Train sequential pattern
// temporal_memory.learn_sequential_pattern(&[id_a, id_b, id_c]);
//
// // Query A
// temporal_memory.query(id_a).await.unwrap();
//
// // Provide anticipation hint
// let hint = AnticipationHint::SequentialPattern;
// temporal_memory.anticipate(&[hint]).await.unwrap();
//
// // Verify B and C are now cached (predicted)
// assert!(temporal_memory.is_cached(id_b));
// assert!(temporal_memory.is_cached(id_c));
panic!("Implement this test once exo-temporal crate exists");
}
/// Test: Temporal knowledge graph integration
///
/// Verifies integration with temporal knowledge graph structures.
#[tokio::test]
#[ignore]
async fn test_temporal_knowledge_graph() {
// TODO: Implement once exo-temporal TKG support exists
// Expected:
// - Store facts with temporal validity periods
// - Query facts at specific time points
// - Verify temporal reasoning (fact true at t1, false at t2)
panic!("Implement this test once TKG integration exists");
}
/// Test: Causal graph distance computation
///
/// Verifies correct computation of causal distances.
#[tokio::test]
#[ignore]
async fn test_causal_distance() {
// TODO: Implement once exo-temporal exists
// Build causal chain: A -> B -> C -> D -> E
// Query causal distance from A to E
// Expected: 4 (number of hops)
panic!("Implement this test once exo-temporal crate exists");
}
/// Test: Concurrent causal updates
///
/// Verifies thread-safety of causal graph updates.
#[tokio::test]
#[ignore]
async fn test_concurrent_causal_updates() {
// TODO: Implement once exo-temporal exists
// Expected:
// - Spawn multiple tasks storing patterns concurrently
// - Verify no race conditions in causal graph
// - Verify all causal links preserved
panic!("Implement this test once exo-temporal crate exists");
}
/// Test: Memory decay and forgetting
///
/// Verifies strategic forgetting mechanisms.
#[tokio::test]
#[ignore]
async fn test_strategic_forgetting() {
// TODO: Implement once exo-temporal exists
// Expected:
// - Store patterns with low access frequency
// - Advance time and trigger decay
// - Verify low-salience patterns removed
panic!("Implement this test once exo-temporal crate exists");
}
}