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