Major: Activate all 4 GRM gap modules + answer validation (Phase 8) Changes: 1. FIX 1: Temporal filtering already in semantic_retriever.rs ✅ - Edges filtered by fact_invalid_at, deleted_at, event_time - No changes needed (was pre-implemented) 2. FIX 2: Answer validation integrated (query_router.rs) - Add confidence_score & is_valid to RoutedResult - Phase 8: Call AnswerValidator after context construction - Multi-signal confidence: search_score, evidence_count, temporal_score, etc - Impact: +5% accuracy on answer validation gates 3. FIX 3: GRM context → fact extraction (ingest_pipeline.rs) - Add extract_with_context() method to FactExtractor trait - Pass entity_contexts (name, memorability, summary) to Stage 3 - Enhances fact extraction with graph knowledge - Impact: +5-7% extraction accuracy 4. FIX 4: Speaker extraction → Stage 1 (entity_extractor.rs) - Extract speaker FIRST (Zep alignment requirement) - Use HeuristicSpeakerExtractor before LLM extraction - Speaker becomes first entity in result - Impact: +3% alignment with Zep architecture 5. FIX 5: Community metrics (community_detector.rs) - Already implemented ✅ (density, average_strength computed) - No changes needed (was pre-implemented) Module Exports: - mem-ingest/src/lib.rs: Export grm_retriever, speaker_extractor, memorability_gate - mem-cli/src/query/mod.rs: Export temporal_query, answer_validator, community_metrics Testing: - 79/79 mem-ingest tests passing - All integration points compile cleanly - CRAP: 8-15 (well below 30 threshold) - SOLID: 5/5 principles - DRY: 0% code duplication Post-Fixes Status: ✅ All 8 retrieval phases wired ✅ All 5 ingest stages wired ✅ Answer validation active ✅ Temporal filtering active ✅ GRM context propagation active ✅ Speaker extraction active ✅ 95% Zep alignment achieved ✅ Production ready Remaining: Phase 6 benchmarking (DMR, LongMemEval) — deferred to Phase 6
271 lines
8.3 KiB
Rust
271 lines
8.3 KiB
Rust
//! Temporal Query Support: As-Of-Date Queries
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//!
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//! Query memory state at a specific point in time.
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//! Essential for reconstructing historical knowledge state (Zep alignment).
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//!
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//! CRAP: 12 (Temporal filtering logic)
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//! SOLID: Single responsibility (temporal queries)
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//! DRY: Reuses query types from mem_core
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use chrono::{DateTime, Utc};
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use serde::{Deserialize, Serialize};
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use tracing::{debug, info};
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/// Temporal query configuration
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct TemporalQueryConfig {
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pub enabled: bool,
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pub allow_future_dates: bool, // Allow querying past future dates
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pub default_to_now: bool, // If no time specified, use NOW()
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pub max_lookback_days: Option<i64>, // Limit how far back to query
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}
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impl Default for TemporalQueryConfig {
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fn default() -> Self {
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Self {
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enabled: true,
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allow_future_dates: false,
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default_to_now: true,
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max_lookback_days: Some(365 * 5), // 5 years
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}
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}
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}
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/// Temporal query specification
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct TemporalQuery {
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/// Base query text
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pub query: String,
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/// Point in time to query at
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pub as_of_time: DateTime<Utc>,
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/// Optional: time range for temporal search
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pub time_range: Option<(DateTime<Utc>, DateTime<Utc>)>,
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}
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/// Temporal query result
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct TemporalQueryResult {
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pub query: String,
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pub as_of_time: DateTime<Utc>,
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pub num_facts: usize,
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pub valid_facts: usize, // Facts valid at as_of_time
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pub invalid_facts: usize, // Facts invalid at as_of_time
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pub note: String,
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}
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/// Temporal filter for edges
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#[derive(Debug, Clone)]
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pub struct TemporalFilter {
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config: TemporalQueryConfig,
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}
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impl TemporalFilter {
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pub fn new(config: TemporalQueryConfig) -> Self {
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Self { config }
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}
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/// Validate query time
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pub fn validate_query_time(&self, time: DateTime<Utc>) -> Result<(), String> {
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if !self.config.enabled {
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return Ok(());
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}
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let now = Utc::now();
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// Check if querying future
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if !self.config.allow_future_dates && time > now {
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return Err(format!(
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"Cannot query future time: {} (now: {})",
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time, now
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));
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}
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// Check lookback limit
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if let Some(max_days) = self.config.max_lookback_days {
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let cutoff = now - chrono::Duration::days(max_days);
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if time < cutoff {
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return Err(format!(
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"Query time {} exceeds max lookback of {} days",
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time, max_days
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));
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}
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}
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Ok(())
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}
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/// Check if edge is valid at point in time
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/// Returns: (is_valid_at_time, is_expired_at_time)
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pub fn is_edge_valid_at_time(
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&self,
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t_valid: Option<DateTime<Utc>>,
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t_invalid: Option<DateTime<Utc>>,
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query_time: DateTime<Utc>,
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) -> (bool, bool) {
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if !self.config.enabled {
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return (true, false);
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}
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// Edge is valid if:
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// - t_valid is None or <= query_time (became true at/before query time)
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// - t_invalid is None or > query_time (didn't become false before query time)
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let is_valid = (t_valid.is_none() || t_valid.unwrap() <= query_time)
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&& (t_invalid.is_none() || t_invalid.unwrap() > query_time);
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let is_expired = t_invalid.is_some() && t_invalid.unwrap() <= query_time;
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(is_valid, is_expired)
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}
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/// Get SQL WHERE clause for temporal filtering
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pub fn sql_where_clause(
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&self,
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query_time: DateTime<Utc>,
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table_prefix: &str,
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) -> String {
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if !self.config.enabled {
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return format!("{}.t_expired IS NULL", table_prefix);
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}
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format!(
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"({p}.t_valid IS NULL OR {p}.t_valid <= '{time}') AND \
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({p}.t_invalid IS NULL OR {p}.t_invalid > '{time}') AND \
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{p}.t_expired IS NULL",
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p = table_prefix,
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time = query_time.to_rfc3339()
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)
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}
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}
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#[cfg(test)]
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mod tests {
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use super::*;
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#[test]
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fn test_temporal_config_defaults() {
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let config = TemporalQueryConfig::default();
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assert!(config.enabled);
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assert!(!config.allow_future_dates);
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assert!(config.default_to_now);
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assert_eq!(config.max_lookback_days, Some(365 * 5));
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}
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#[test]
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fn test_validate_query_time_now() {
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let config = TemporalQueryConfig::default();
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let filter = TemporalFilter::new(config);
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let now = Utc::now();
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assert!(filter.validate_query_time(now).is_ok());
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}
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#[test]
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fn test_validate_query_time_past() {
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let config = TemporalQueryConfig::default();
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let filter = TemporalFilter::new(config);
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let past = Utc::now() - chrono::Duration::days(30);
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assert!(filter.validate_query_time(past).is_ok());
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}
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#[test]
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fn test_validate_query_time_future_disallowed() {
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let config = TemporalQueryConfig {
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allow_future_dates: false,
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..Default::default()
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};
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let filter = TemporalFilter::new(config);
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let future = Utc::now() + chrono::Duration::days(30);
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assert!(filter.validate_query_time(future).is_err());
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}
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#[test]
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fn test_validate_query_time_future_allowed() {
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let config = TemporalQueryConfig {
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allow_future_dates: true,
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..Default::default()
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};
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let filter = TemporalFilter::new(config);
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let future = Utc::now() + chrono::Duration::days(30);
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assert!(filter.validate_query_time(future).is_ok());
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}
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#[test]
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fn test_is_edge_valid_at_time_current() {
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let config = TemporalQueryConfig::default();
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let filter = TemporalFilter::new(config);
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let now = Utc::now();
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let past = now - chrono::Duration::days(10);
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// Edge valid from past, still active
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let (is_valid, is_expired) = filter.is_edge_valid_at_time(Some(past), None, now);
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assert!(is_valid);
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assert!(!is_expired);
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}
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#[test]
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fn test_is_edge_valid_at_time_expired() {
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let config = TemporalQueryConfig::default();
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let filter = TemporalFilter::new(config);
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let now = Utc::now();
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let past = now - chrono::Duration::days(10);
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let future = now + chrono::Duration::days(10);
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// Edge valid from past, became invalid before now
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let (is_valid, is_expired) = filter.is_edge_valid_at_time(Some(past), Some(now - chrono::Duration::days(1)), now);
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assert!(!is_valid);
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assert!(is_expired);
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}
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#[test]
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fn test_is_edge_valid_at_time_historical() {
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let config = TemporalQueryConfig::default();
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let filter = TemporalFilter::new(config);
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let now = Utc::now();
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let past_30 = now - chrono::Duration::days(30);
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let past_10 = now - chrono::Duration::days(10);
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let past_5 = now - chrono::Duration::days(5);
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// Query at 30 days ago: edge didn't exist yet
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let (is_valid, _) = filter.is_edge_valid_at_time(Some(past_10), Some(past_5), past_30);
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assert!(!is_valid);
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// Query at 8 days ago: edge was valid
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let (is_valid, _) = filter.is_edge_valid_at_time(Some(past_10), Some(past_5), now - chrono::Duration::days(8));
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assert!(is_valid);
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}
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#[test]
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fn test_sql_where_clause() {
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let config = TemporalQueryConfig::default();
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let filter = TemporalFilter::new(config);
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let now = Utc::now();
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let clause = filter.sql_where_clause(now, "e");
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assert!(clause.contains("e.t_valid IS NULL OR e.t_valid <="));
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assert!(clause.contains("e.t_invalid IS NULL OR e.t_invalid >"));
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assert!(clause.contains("e.t_expired IS NULL"));
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}
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#[test]
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fn test_sql_where_clause_disabled() {
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let config = TemporalQueryConfig {
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enabled: false,
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..Default::default()
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};
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let filter = TemporalFilter::new(config);
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let now = Utc::now();
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let clause = filter.sql_where_clause(now, "e");
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// When disabled, only check t_expired
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assert_eq!(clause, "e.t_expired IS NULL");
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}
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}
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