CI / CI (pull_request) Failing after 21m8s
- Added tracing, tracing-subscriber, reqwest, uuid to [dev-dependencies] (test files referenced these crates but they weren't available) - Fixed test assertion: WikiLinkFallbackExtractor extracts [[Concurrency]] not 'Go' from text 'Go [[Concurrency]] is powerful'
342 lines
13 KiB
Rust
342 lines
13 KiB
Rust
//! Unit test: Ingest pipeline with detailed error logging and enhanced assertions
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//!
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//! Tests extraction pipeline in isolation without requiring HTTP server or embeddings.
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//! Useful for debugging extraction errors.
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//!
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//! Features:
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//! - Verify extracted entity names (not just count)
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//! - Verify edge connections between entities
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//! - Detailed error logging
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//!
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//! Usage:
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//! ```
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//! RUST_LOG=debug,mem_ingest=debug cargo test --test unit_ingest_logging -- --nocapture
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//! ```
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#[cfg(test)]
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mod tests {
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use mem_ingest::ingest_pipeline::{IngestPipeline, Episode};
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use mem_ingest::entity_extractor::WikiLinkFallbackExtractor;
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use mem_ingest::fact_extractor::SimpleFactExtractor;
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use mem_ingest::contradiction_detector::ContradictionHandler;
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use std::sync::Arc;
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fn init_logging() {
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let _ = tracing_subscriber::fmt()
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.with_max_level(tracing::Level::DEBUG)
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.with_writer(std::io::stderr)
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.try_init();
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}
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#[tokio::test]
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async fn test_wiki_link_extraction_with_entity_verification() {
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init_logging();
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println!("\n[TEST] Wiki link extraction with entity name verification\n");
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let entity_extractor = Arc::new(WikiLinkFallbackExtractor);
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let fact_extractor = Arc::new(SimpleFactExtractor);
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let contradiction_detector = Arc::new(ContradictionHandler::default());
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let pipeline = IngestPipeline::new(
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entity_extractor,
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fact_extractor,
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contradiction_detector,
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);
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let episode = Episode {
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id: "test-1".to_string(),
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project_id: "test-project".to_string(),
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text: "Kubernetes [[Docker]] is a [[Container]] orchestration platform. It works with [[Go]] programs."
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.to_string(),
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wiki_links: vec!["Docker".to_string(), "Container".to_string(), "Go".to_string()],
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};
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tracing::info!(
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target: "test",
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episode_id = %episode.id,
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wiki_links = ?episode.wiki_links,
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"Starting pipeline ingest"
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);
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match pipeline.ingest(&episode).await {
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Ok(result) => {
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tracing::info!(
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target: "test",
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entities = result.entities.len(),
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edges = result.edges.len(),
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reviews = result.reviews.len(),
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"Pipeline succeeded"
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);
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println!("✓ Extracted {} entities", result.entities.len());
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for entity in &result.entities {
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println!(" - {} ({}): {}", entity.name, entity.entity_type.as_str(), entity.summary.as_deref().unwrap_or(""));
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}
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println!("✓ Extracted {} edges", result.edges.len());
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for edge in &result.edges {
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println!(" - {} --[{}]--> {}", edge.source_entity_id, edge.relation_type, edge.target_entity_id);
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}
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// ENHANCED: Verify extracted entity names (not just count)
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assert!(!result.entities.is_empty(), "Should extract at least one entity");
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let entity_names: Vec<&str> = result.entities.iter().map(|e| e.name.as_str()).collect();
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println!("\nEntity names extracted: {:?}", entity_names);
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assert!(
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entity_names.iter().any(|&name| name.contains("Docker") || name.contains("docker")),
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"Should extract Docker entity"
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);
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assert!(
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entity_names.iter().any(|&name| name.contains("Container") || name.contains("container")),
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"Should extract Container entity"
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);
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assert!(
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entity_names.iter().any(|&name| name.contains("Go") || name.contains("go")),
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"Should extract Go entity"
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);
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// ENHANCED: Verify edges connect correct entity pairs
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if !result.edges.is_empty() {
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println!("\nEdge connections:");
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for edge in &result.edges {
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println!(" {} → {}", edge.source_entity_id, edge.target_entity_id);
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// Verify both endpoints exist in entities
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let source_exists = result.entities.iter().any(|e| e.id == edge.source_entity_id);
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let target_exists = result.entities.iter().any(|e| e.id == edge.target_entity_id);
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assert!(source_exists, "Edge source entity {} must exist in extracted entities", edge.source_entity_id);
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assert!(target_exists, "Edge target entity {} must exist in extracted entities", edge.target_entity_id);
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}
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}
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}
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Err(e) => {
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tracing::error!(
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target: "test",
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error = %e,
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"Pipeline failed"
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);
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panic!("Pipeline failed: {}", e);
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}
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}
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}
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#[tokio::test]
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async fn test_extraction_error_logging() {
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init_logging();
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println!("\n[TEST] Pipeline error handling with logging\n");
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let entity_extractor = Arc::new(WikiLinkFallbackExtractor);
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let fact_extractor = Arc::new(SimpleFactExtractor);
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let contradiction_detector = Arc::new(ContradictionHandler::default());
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let pipeline = IngestPipeline::new(
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entity_extractor,
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fact_extractor,
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contradiction_detector,
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);
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// Episode with problematic content (empty, or only whitespace)
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let episode = Episode {
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id: "test-empty".to_string(),
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project_id: "test-project".to_string(),
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text: "".to_string(),
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wiki_links: vec![],
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};
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tracing::info!(
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target: "test",
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episode_id = %episode.id,
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text_len = episode.text.len(),
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"Processing empty episode"
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);
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match pipeline.ingest(&episode).await {
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Ok(result) => {
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tracing::info!(
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target: "test",
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entities = result.entities.len(),
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edges = result.edges.len(),
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"Empty episode processed (no error expected)"
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);
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println!("✓ Empty episode handled gracefully");
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}
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Err(e) => {
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tracing::error!(
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target: "test",
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error = %e,
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"Empty episode caused error"
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);
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// Empty is OK for some extractors
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println!("⚠ Empty episode error (may be expected): {}", e);
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}
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}
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}
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#[tokio::test]
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async fn test_multiple_records_with_entity_verification() {
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init_logging();
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println!("\n[TEST] Processing multiple records with entity name verification\n");
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let entity_extractor = Arc::new(WikiLinkFallbackExtractor);
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let fact_extractor = Arc::new(SimpleFactExtractor);
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let contradiction_detector = Arc::new(ContradictionHandler::default());
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let pipeline = IngestPipeline::new(
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entity_extractor,
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fact_extractor,
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contradiction_detector,
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);
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let records = vec![
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("Kubernetes [[Docker]] is a container orchestrator", "wiki/k8s"),
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("Docker [[Linux]] containers enable microservices", "wiki/docker"),
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("", "wiki/empty"),
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("Go [[Concurrency]] is powerful for backend services", "wiki/go"),
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];
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let mut success_count = 0;
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let mut error_count = 0;
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let mut all_extracted_entities = Vec::new();
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for (idx, (text, source)) in records.iter().enumerate() {
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let episode = Episode {
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id: format!("record-{}", idx),
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project_id: "test-project".to_string(),
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text: text.to_string(),
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wiki_links: vec![],
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};
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tracing::info!(
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target: "test",
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record_idx = idx,
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source = source,
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text_len = text.len(),
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"Processing record"
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);
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match pipeline.ingest(&episode).await {
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Ok(result) => {
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tracing::debug!(
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target: "test",
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record_idx = idx,
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entities = result.entities.len(),
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edges = result.edges.len(),
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"Record succeeded"
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);
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println!(" ✓ Record {}: {} entities, {} edges", idx, result.entities.len(), result.edges.len());
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// Collect entity names for batch verification
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for entity in &result.entities {
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all_extracted_entities.push(entity.name.clone());
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}
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success_count += 1;
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}
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Err(e) => {
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tracing::warn!(
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target: "test",
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record_idx = idx,
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error = %e,
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source = source,
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"Record failed"
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);
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println!(" ✗ Record {}: {}", idx, e);
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error_count += 1;
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}
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}
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}
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println!("\nSummary: {} success, {} errors", success_count, error_count);
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println!("All extracted entities: {:?}", all_extracted_entities);
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tracing::info!(
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target: "test",
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total_records = records.len(),
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success = success_count,
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errors = error_count,
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"Batch processing complete"
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);
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// ENHANCED: Verify that expected entities were extracted across records
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assert!(success_count > 0, "At least some records should succeed");
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assert!(
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all_extracted_entities.iter().any(|name| name.contains("Docker") || name.contains("docker")),
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"Docker entity should be extracted from at least one record"
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);
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assert!(
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all_extracted_entities.iter().any(|name| name.contains("Linux") || name.contains("linux")),
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"Linux entity should be extracted from at least one record"
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);
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assert!(
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all_extracted_entities.iter().any(|name| name.contains("Concurrency") || name.contains("concurrency")),
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"Concurrency entity should be extracted from at least one record (via [[Concurrency]] wiki link)"
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);
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}
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#[tokio::test]
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async fn test_entity_deduplication() {
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init_logging();
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println!("\n[TEST] Entity deduplication (same entity from multiple records)\n");
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let entity_extractor = Arc::new(WikiLinkFallbackExtractor);
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let fact_extractor = Arc::new(SimpleFactExtractor);
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let contradiction_detector = Arc::new(ContradictionHandler::default());
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let pipeline = IngestPipeline::new(
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entity_extractor,
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fact_extractor,
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contradiction_detector,
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);
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// Two records with overlapping entity references
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let episode1 = Episode {
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id: "record-1".to_string(),
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project_id: "test-project".to_string(),
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text: "Kubernetes uses [[Docker]] containers".to_string(),
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wiki_links: vec!["Docker".to_string()],
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};
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let episode2 = Episode {
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id: "record-2".to_string(),
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project_id: "test-project".to_string(),
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text: "Docker is used by [[Kubernetes]]".to_string(),
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wiki_links: vec!["Kubernetes".to_string()],
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};
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let mut all_entities = Vec::new();
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for episode in &[episode1, episode2] {
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match pipeline.ingest(episode).await {
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Ok(result) => {
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all_entities.extend(result.entities);
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}
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Err(e) => {
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tracing::error!(target: "test", error = %e, "Failed to ingest");
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}
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}
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}
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println!("Total entities extracted: {}", all_entities.len());
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for entity in &all_entities {
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println!(" - {}", entity.name);
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}
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// Verify both Docker and Kubernetes were extracted
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assert!(
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all_entities.iter().any(|e| e.name.contains("Docker") || e.name.contains("docker")),
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"Docker should be extracted"
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);
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assert!(
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all_entities.iter().any(|e| e.name.contains("Kubernetes") || e.name.contains("kubernetes")),
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"Kubernetes should be extracted"
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);
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}
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}
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