feat: add multimodal search and granular performance diagnostics
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This commit is contained in:
karl committed 2026-10-12 19:16:23 +02:00
1 parent d3bb8c7618
commit b8400c4fbf
110 files changed
+79395 -250

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+651 -24
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@@ -8,6 +8,7 @@ use std::{
use anyhow::{ensure, Context, Result};
use fs2::FileExt;
use rusqlite::{params, Connection, OptionalExtension};
use searchi_core::metrics::{MetricsMode, SpanToken, TraceCollector};
use searchi_core::{IndexedPassage, SearchOptions, SearchResult, SourceLocation};
use searchi_semantic::TextWindow;
use sha2::{Digest, Sha256};
@@ -24,6 +25,9 @@ struct FilterKey {
max_size: Option<i64>,
modified_after: Option<i64>,
modified_before: Option<i64>,
min_duration: Option<u32>,
max_duration: Option<u32>,
source_type: Option<String>,
}
struct EligibilityCache {
@@ -57,8 +61,13 @@ pub(crate) fn content_hash(text: &str) -> String {
#[cfg(test)]
thread_local! { static HASH_CALLS:std::cell::Cell<usize>=const {std::cell::Cell::new(0)}; }
#[cfg(test)]
thread_local! { static MEDIA_STAT_CALLS:std::cell::Cell<usize>=const {std::cell::Cell::new(0)}; }
impl Store {
pub(crate) fn active_fingerprint(&self) -> Result<Option<String>> {
Ok(self.connection.query_row("SELECT g.fingerprint FROM semantic_meta m JOIN semantic_generations g ON g.id=m.active_generation WHERE m.singleton=1",[],|r|r.get(0)).optional()?)
}
pub(crate) fn open(db: &Path, dimensions: usize) -> Result<Self> {
ensure!(
(1..=4096).contains(&dimensions),
@@ -85,7 +94,7 @@ impl Store {
|row| row.get(0),
)?;
ensure!(
(1..=5).contains(&version),
(1..=6).contains(&version),
"Unsupported semantic schema version {version}"
);
initialization.execute_batch("
@@ -130,8 +139,25 @@ impl Store {
UPDATE semantic_meta SET corpus_revision=corpus_revision+1 WHERE singleton=1;
INSERT INTO semantic_dirty_paths(path,revision) VALUES(old.path,(SELECT corpus_revision FROM semantic_meta WHERE singleton=1))
ON CONFLICT(path) DO UPDATE SET revision=excluded.revision; END;
UPDATE semantic_meta SET schema_version=5 WHERE singleton=1;",
UPDATE semantic_meta SET schema_version=6 WHERE singleton=1;",
)?;
for (column, declaration) in [
("source_type", "TEXT NOT NULL DEFAULT 'text'"),
("file_size", "INTEGER"),
("file_mtime", "INTEGER"),
] {
let exists: bool = initialization.query_row(
"SELECT EXISTS(SELECT 1 FROM pragma_table_info('semantic_chunks') WHERE name=?1)",
[column],
|r| r.get(0),
)?;
if !exists {
initialization.execute_batch(&format!(
"ALTER TABLE semantic_chunks ADD COLUMN {column} {declaration}"
))?;
}
}
initialization.execute_batch("CREATE TABLE IF NOT EXISTS semantic_media_errors(generation INTEGER NOT NULL REFERENCES semantic_generations(id) ON DELETE CASCADE,path TEXT NOT NULL,message TEXT NOT NULL,PRIMARY KEY(generation,path))")?;
initialization.commit()?;
let canonical = db.canonicalize()?;
let lock_path = PathBuf::from(format!("{}.semantic.lock", canonical.to_string_lossy()));
@@ -170,6 +196,67 @@ impl Store {
Ok(id)
}
pub(crate) fn media_batch(&self, after: i64) -> Result<Vec<(i64, String, i64, i64)>> {
let mut q = self.connection.prepare(
"SELECT rowid,path,size,mtime FROM files WHERE rowid>?1 ORDER BY rowid LIMIT 64",
)?;
let rows = q
.query_map([after], |r| {
Ok((r.get(0)?, r.get(1)?, r.get(2)?, r.get(3)?))
})?
.collect::<rusqlite::Result<Vec<_>>>()?;
Ok(rows)
}
pub(crate) fn media_failure(&self, generation: i64, path: &str, message: &str) -> Result<()> {
self.connection.execute(
"DELETE FROM semantic_chunks WHERE generation=?1 AND path=?2 AND source_type!='text'",
params![generation, path],
)?;
self.connection.execute("INSERT OR REPLACE INTO semantic_media_errors(generation,path,message) VALUES(?1,?2,?3)",params![generation,path,message.chars().take(2048).collect::<String>()])?;
Ok(())
}
#[allow(clippy::too_many_arguments)]
pub(crate) fn insert_media(
&self,
generation: i64,
file_id: i64,
ordinal: usize,
identity: &searchi_media::MediaIdentity,
source_type: &str,
timestamp: u32,
vector: &[f32],
) -> Result<()> {
ensure!(
vector.len() == self.dimensions && vector.iter().all(|v| v.is_finite()),
"Invalid media embedding"
);
let norm = vector.iter().map(|v| v * v).sum::<f32>().sqrt();
ensure!(
(norm - 1.).abs() < 1e-3,
"Media embeddings must be normalized"
);
let path = identity.path.to_string_lossy();
let valid:bool=self.connection.query_row("SELECT EXISTS(SELECT 1 FROM files WHERE rowid=?1 AND path=?2 AND size=?3 AND mtime=?4)",params![file_id,path,identity.bytes as i64,identity.modified_ns],|r|r.get(0))?;
ensure!(valid, "Media file changed since filesystem indexing");
let kind = if source_type == "image" {
"image"
} else {
"timestamp_ms"
};
let snippet = if source_type == "image" {
"Image content".to_string()
} else {
format!(
"{} content at {:.3} seconds",
source_type,
f64::from(timestamp) / 1000.
)
};
let bytes: Vec<u8> = vector.iter().flat_map(|v| v.to_le_bytes()).collect();
self.connection.execute("INSERT INTO semantic_chunks(generation,passage_id,ordinal,path,kind,number,content_hash,start_byte,end_byte,snippet,vector,source_type,file_size,file_mtime) VALUES(?1,?2,?3,?4,?5,?6,?7,0,0,?8,?9,?10,?11,?12)",params![generation,-file_id,ordinal as i64,path,kind,timestamp,identity.sha256,snippet,bytes,source_type,identity.bytes as i64,identity.modified_ns])?;
Ok(())
}
pub(crate) fn insert(
&mut self,
generation: i64,
@@ -312,6 +399,61 @@ impl Store {
fingerprint: &str,
limit: usize,
options: &SearchOptions,
) -> Result<Vec<SearchResult>> {
self.search_origin(query, fingerprint, limit, options, None)
}
pub(crate) fn search_origin(
&mut self,
query: &[f32],
fingerprint: &str,
limit: usize,
options: &SearchOptions,
source_type: Option<&str>,
) -> Result<Vec<SearchResult>> {
let mut trace = TraceCollector::new(MetricsMode::Basic);
self.search_origin_traced(
query,
fingerprint,
limit,
options,
source_type,
&mut trace,
None,
)
}
#[allow(clippy::too_many_arguments)]
pub(crate) fn search_origin_traced(
&mut self,
query: &[f32],
fingerprint: &str,
limit: usize,
options: &SearchOptions,
source_type: Option<&str>,
trace: &mut TraceCollector,
parent: Option<SpanToken>,
) -> Result<Vec<SearchResult>> {
trace.timed("semantic.retrieval", parent, |trace, parent| {
self.search_inner(
query,
fingerprint,
limit,
options,
source_type,
trace,
parent,
)
})
}
#[allow(clippy::too_many_arguments)]
fn search_inner(
&mut self,
query: &[f32],
fingerprint: &str,
limit: usize,
options: &SearchOptions,
source_type: Option<&str>,
trace: &mut TraceCollector,
parent: Option<SpanToken>,
) -> Result<Vec<SearchResult>> {
ensure!(
query.len() == self.dimensions && query.iter().all(|v| v.is_finite()),
@@ -321,17 +463,30 @@ impl Store {
return Ok(Vec::new());
}
// A consistent read snapshot covers eligibility and materialization.
let generation_span = trace.begin("semantic.generation_snapshot", parent);
let snapshot = self.connection.unchecked_transaction()?;
let active:Option<i64>=snapshot.query_row("SELECT g.id FROM semantic_generations g JOIN semantic_meta m ON m.active_generation=g.id WHERE g.fingerprint=?1 AND g.dimensions=?2",
params![fingerprint,self.dimensions as i64],|row|row.get(0)).optional()?;
let Some(active) = active else {
return Ok(Vec::new());
};
trace.end(generation_span, Default::default());
let ann_load = trace.begin("semantic.ann_load", parent);
trace.counter(
ann_load,
"cache_hit",
u64::from(
self.ann_cache
.as_ref()
.is_some_and(|(generation, _)| *generation == active),
),
);
if !self
.ann_cache
.as_ref()
.is_some_and(|(generation, _)| *generation == active)
{
let blob_span = trace.begin("semantic.ann_blob_read", ann_load);
let length: Option<usize> = snapshot.query_row(
"SELECT length(ann_blob) FROM semantic_generations WHERE id=?1",
[active],
@@ -346,10 +501,15 @@ impl Store {
[active],
|row| Ok((row.get(0)?, row.get(1)?)),
)?;
trace.counter(blob_span, "bytes", serialized.len() as u64);
trace.end(blob_span, Default::default());
let checksum_span = trace.begin("semantic.ann_checksum", ann_load);
ensure!(
format!("{:x}", Sha256::digest(&serialized)) == checksum,
"ANN generation SHA256 mismatch; rebuild embeddings explicitly"
);
trace.end(checksum_span, Default::default());
let deserialize_span = trace.begin("semantic.ann_deserialize", ann_load);
let ann = self.new_ann()?;
ann.load_from_buffer(&serialized)?;
ensure!(
@@ -357,8 +517,12 @@ impl Store {
"ANN dimensions differ from embedding provider"
);
ann.reserve_capacity_and_threads(ann.size().max(1), 1)?;
trace.counter(deserialize_span, "chunks", ann.size() as u64);
trace.end(deserialize_span, Default::default());
self.ann_cache = Some((active, ann));
}
trace.end(ann_load, Default::default());
let filter_span = trace.begin("semantic.filter_normalization", parent);
let folder = options
.folder
.as_ref()
@@ -384,13 +548,25 @@ impl Store {
max_size,
modified_after: options.modified_after_unix_ms,
modified_before: options.modified_before_unix_ms,
min_duration: options.min_duration_ms,
max_duration: options.max_duration_ms,
source_type: source_type.map(str::to_owned),
};
trace.end(filter_span, Default::default());
let eligibility_span = trace.begin("semantic.eligibility", parent);
let (revision, floor): (i64, i64) = snapshot.query_row(
"SELECT corpus_revision,dirty_floor FROM semantic_meta WHERE singleton=1",
[],
|row| Ok((row.get(0)?, row.get(1)?)),
)?;
let existing = self.eligibility_cache.take();
trace.counter(
eligibility_span,
"cache_hit",
u64::from(existing.as_ref().is_some_and(|c| {
c.generation == active && c.filter == filter && c.revision == revision
})),
);
let mut cache = match existing {
Some(mut cache)
if cache.generation == active
@@ -404,8 +580,17 @@ impl Store {
row.get::<_, String>(0)
})?
.collect::<rusqlite::Result<Vec<_>>>()?;
trace.counter(eligibility_span, "dirty_paths", paths.len() as u64);
if paths.len() > 1000 {
cache = collect_eligibility(&snapshot, active, revision, &filter, None)?;
cache = collect_eligibility_traced(
&snapshot,
active,
revision,
&filter,
None,
trace,
eligibility_span,
)?;
} else {
for path in paths {
if let Some(old) = cache.by_path.remove(&path) {
@@ -413,12 +598,14 @@ impl Store {
Arc::make_mut(&mut cache.keys).remove(&key);
}
}
let changed = collect_eligibility(
let changed = collect_eligibility_traced(
&snapshot,
active,
revision,
&filter,
Some(&path),
trace,
eligibility_span,
)?;
Arc::make_mut(&mut cache.keys).extend(changed.keys.iter().copied());
cache.by_path.extend(changed.by_path);
@@ -428,12 +615,22 @@ impl Store {
}
cache
}
_ => collect_eligibility(&snapshot, active, revision, &filter, None)?,
_ => collect_eligibility_traced(
&snapshot,
active,
revision,
&filter,
None,
trace,
eligibility_span,
)?,
};
ensure!(
cache.keys.len() <= MAX_SCAN_CHUNKS,
"Eligibility cache exceeds chunk resource budget"
);
trace.counter(eligibility_span, "eligible_chunks", cache.keys.len() as u64);
trace.end(eligibility_span, Default::default());
cache.revision = revision;
let eligible = Arc::clone(&cache.keys);
self.eligibility_cache = Some(cache);
@@ -443,40 +640,97 @@ impl Store {
let ann = &self.ann_cache.as_ref().expect("loaded ANN cache").1;
let mut candidate_count = limit.saturating_mul(4).min(eligible.len()).max(1);
let mut results;
let mut filesystem_validity = HashMap::<String, bool>::new();
let mut passes = 0u64;
loop {
passes += 1;
let pass_span = trace.begin("semantic.ann_pass", parent);
trace.counter(pass_span, "requested_chunks", candidate_count as u64);
let ann_span = trace.begin("semantic.ann_search", pass_span);
let matches =
ann.filtered_search(query, candidate_count, |key| eligible.contains(&key))?;
trace.counter(ann_span, "returned_chunks", matches.keys.len() as u64);
trace.end(ann_span, Default::default());
let materialization_span = trace.begin("semantic.parent_materialization", pass_span);
let mut ranked: Vec<_> = matches.keys.into_iter().zip(matches.distances).collect();
ranked.sort_by(|a, b| a.1.total_cmp(&b.1).then_with(|| a.0.cmp(&b.0)));
let mut best = HashMap::<String, SearchResult>::new();
let mut materialize=snapshot.prepare("SELECT c.path,f.filename,c.snippet,c.kind,c.number FROM semantic_chunks c JOIN files f ON f.path=c.path WHERE c.rowid=?1 AND c.generation=?2")?;
let mut materialize=snapshot.prepare("SELECT c.path,f.filename,c.snippet,c.kind,c.number,c.source_type,c.file_size,c.file_mtime FROM semantic_chunks c JOIN files f ON f.path=c.path WHERE c.rowid=?1 AND c.generation=?2")?;
for (key, distance) in ranked {
let cosine = 1.0 - distance;
ensure!(cosine.is_finite(), "ANN produced nonfinite distance");
if cosine < MIN_COSINE {
continue;
}
let result =
let (result, size, mtime) =
materialize.query_row(params![i64::try_from(key)?, active], |row| {
Ok(SearchResult {
path: row.get(0)?,
filename: row.get(1)?,
snippet: row.get(2)?,
score: f64::from(cosine),
match_kind: "semantic".into(),
source: Some(SourceLocation {
kind: row.get(3)?,
number: row.get(4)?,
}),
extraction_error: None,
})
Ok((
SearchResult {
path: row.get(0)?,
filename: row.get(1)?,
snippet: row.get(2)?,
score: f64::from(cosine),
match_kind: match row.get::<_, String>(5)?.as_str() {
"text" => "semantic".into(),
other => format!("semantic_{other}"),
},
source: Some(SourceLocation {
kind: row.get(3)?,
number: row.get(4)?,
}),
extraction_error: None,
},
row.get::<_, Option<i64>>(6)?,
row.get::<_, Option<i64>>(7)?,
))
})?;
if let (Some(size), Some(mtime)) = (size, mtime) {
let valid = *filesystem_validity
.entry(result.path.clone())
.or_insert_with(|| {
#[cfg(test)]
MEDIA_STAT_CALLS.with(|count| count.set(count.get() + 1));
let validation_span = trace.begin(
"semantic.parent_filesystem_validation",
materialization_span,
);
let valid =
std::fs::metadata(&result.path)
.ok()
.is_some_and(|metadata| {
metadata.is_file()
&& i64::try_from(metadata.len()).ok() == Some(size)
&& metadata
.modified()
.ok()
.and_then(|t| {
t.duration_since(std::time::UNIX_EPOCH).ok()
})
.and_then(|d| i64::try_from(d.as_nanos()).ok())
== Some(mtime)
});
trace.counter(validation_span, "valid", u64::from(valid));
trace.end(validation_span, Default::default());
valid
});
if !valid {
continue;
}
}
if best.contains_key(&result.path) {
continue;
}
best.insert(result.path.clone(), result);
}
results = best.into_values().collect::<Vec<_>>();
trace.counter(materialization_span, "unique_parents", results.len() as u64);
trace.counter(
materialization_span,
"filesystem_checks",
filesystem_validity.len() as u64,
);
trace.end(materialization_span, Default::default());
trace.end(pass_span, Default::default());
if results.len() >= limit || candidate_count == eligible.len() {
break;
}
@@ -488,6 +742,13 @@ impl Store {
.then_with(|| a.path.cmp(&b.path))
});
results.truncate(limit);
trace.counter(parent, "ann_passes", passes);
trace.counter(parent, "result_files", results.len() as u64);
trace.counter(
parent,
"filesystem_checks",
filesystem_validity.len() as u64,
);
snapshot.commit()?;
Ok(results)
}
@@ -614,6 +875,30 @@ impl Store {
}
}
#[allow(clippy::too_many_arguments)]
fn collect_eligibility_traced(
connection: &Connection,
generation: i64,
revision: i64,
filter: &FilterKey,
path: Option<&str>,
trace: &mut TraceCollector,
parent: Option<SpanToken>,
) -> Result<EligibilityCache> {
trace.timed(
"semantic.eligibility_filtered_scan_and_hash",
parent,
|trace, span| {
let result = collect_eligibility(connection, generation, revision, filter, path);
if let Ok(cache) = &result {
trace.counter(span, "eligible_chunks", cache.keys.len() as u64);
}
trace.counter(span, "single_dirty_file", u64::from(path.is_some()));
result
},
)
}
fn collect_eligibility(
connection: &Connection,
generation: i64,
@@ -621,12 +906,15 @@ fn collect_eligibility(
filter: &FilterKey,
path: Option<&str>,
) -> Result<EligibilityCache> {
let mut statement=connection.prepare("SELECT c.rowid,c.passage_id,c.content_hash,p.text,c.path FROM semantic_chunks c
JOIN passages p ON p.rowid=c.passage_id AND p.file_path=c.path AND p.kind=c.kind AND p.number=c.number
JOIN files f ON f.path=c.path WHERE c.generation=?1
let mut statement=connection.prepare("SELECT c.rowid,c.passage_id,c.content_hash,p.text,c.path,c.source_type FROM semantic_chunks c
LEFT JOIN passages p ON c.source_type='text' AND p.rowid=c.passage_id AND p.file_path=c.path AND p.kind=c.kind AND p.number=c.number
JOIN files f ON f.path=c.path WHERE c.generation=?1 AND ((c.source_type='text' AND p.rowid IS NOT NULL) OR (c.source_type!='text' AND c.file_size=f.size AND c.file_mtime=f.mtime))
AND (?2 IS NULL OR substr(f.path,1,length(?2))=?2) AND (?3 IS NULL OR f.extension=?3)
AND (?4 IS NULL OR f.size>=?4) AND (?5 IS NULL OR f.size<=?5)
AND (?6 IS NULL OR f.mtime/1000000>=?6) AND (?7 IS NULL OR f.mtime/1000000<=?7)
AND (?10 IS NULL OR EXISTS(SELECT 1 FROM media_metadata m WHERE m.path=f.path AND m.duration_ms>=?10))
AND (?11 IS NULL OR EXISTS(SELECT 1 FROM media_metadata m WHERE m.path=f.path AND m.duration_ms<=?11))
AND (?12 IS NULL OR c.source_type=?12)
AND (?9 IS NULL OR c.path=?9) ORDER BY c.passage_id,c.ordinal LIMIT ?8")?;
let mut rows = statement.query(params![
generation,
@@ -637,7 +925,10 @@ fn collect_eligibility(
filter.modified_after,
filter.modified_before,
MAX_SCAN_CHUNKS as i64 + 1,
path
path,
filter.min_duration,
filter.max_duration,
filter.source_type
])?;
let mut hashes = HashMap::<i64, String>::new();
let mut keys = HashSet::new();
@@ -650,7 +941,9 @@ fn collect_eligibility(
"Corpus exceeds {MAX_SCAN_CHUNKS} chunk resource budget"
);
let passage_id: i64 = row.get(1)?;
let hash = if let Some(hash) = hashes.get(&passage_id) {
let hash = if row.get::<_, String>(5)? != "text" {
row.get::<_, String>(2)?
} else if let Some(hash) = hashes.get(&passage_id) {
hash.clone()
} else {
let hash = content_hash(&row.get::<_, String>(3)?);
@@ -678,6 +971,340 @@ mod tests {
use searchi_core::SearchIndex;
const DIMENSIONS: usize = 768;
#[test]
fn many_video_windows_do_not_crowd_out_other_parent_files() -> Result<()> {
// Geometry verifies grouped retrieval, not model inference or codecs.
let directory = tempfile::tempdir()?;
let root = directory.path().join("media");
std::fs::create_dir(&root)?;
for name in ["long.mp4", "other.mp4", "excluded.png"] {
std::fs::write(root.join(name), b"parent-grouping identity fixture")?;
}
let db = directory.path().join("index.db");
let mut lexical = SearchIndex::open(&db)?;
lexical.index_folder(&root)?;
let mut store = Store::open(&db, DIMENSIONS)?;
let generation = store.begin("grouped-retrieval-proof")?;
let mut query = vec![0.; DIMENSIONS];
query[0] = 1.;
let mut second = query.clone();
second[0] = 0.95;
second[1] = (1.0_f32 - 0.95_f32.powi(2)).sqrt();
for (id, path, _, _) in store.media_batch(0)? {
let identity = searchi_media::MediaIdentity::read(Path::new(&path), 1024)?;
if path.ends_with("long.mp4") {
for ordinal in 0..96 {
store.insert_media(
generation,
id,
ordinal,
&identity,
"video",
ordinal as u32 * 2000,
&query,
)?;
}
} else if path.ends_with("other.mp4") {
store.insert_media(generation, id, 0, &identity, "video", 4000, &second)?;
} else {
store.insert_media(generation, id, 0, &identity, "image", 0, &query)?;
}
}
store.activate(generation)?;
let options = SearchOptions {
extension: Some("mp4".into()),
..Default::default()
};
MEDIA_STAT_CALLS.with(|count| count.set(0));
let mut trace = TraceCollector::new(MetricsMode::Debug);
let results = store.search_origin_traced(
&query,
"grouped-retrieval-proof",
2,
&options,
None,
&mut trace,
None,
)?;
assert_eq!(results.len(), 2);
assert!(results[0].path.ends_with("long.mp4"));
assert!(results[1].path.ends_with("other.mp4"));
assert_eq!(results[1].source.as_ref().unwrap().number, 4000);
assert_eq!(
MEDIA_STAT_CALLS.with(std::cell::Cell::get),
2,
"Each parent is stat-checked once despite repeated ANN expansions"
);
let metrics = trace.finish(results.len());
let spans = metrics.trace.unwrap();
assert!(
spans
.iter()
.filter(|s| s.name == "semantic.ann_pass")
.count()
> 1
);
assert_eq!(
spans
.iter()
.filter(|s| s.name == "semantic.parent_filesystem_validation")
.count(),
2
);
assert!(
spans
.iter()
.find(|s| s.name == "semantic.retrieval")
.unwrap()
.counters["ann_passes"]
> 1
);
for span in &spans {
if let Some(parent) = span.parent {
let parent = &spans[parent];
assert!(span.start_ms >= parent.start_ms);
assert!(
span.start_ms + span.duration_ms <= parent.start_ms + parent.duration_ms + 1e-6
);
}
}
Ok(())
}
#[test]
fn media_origins_persist_filters_and_changes_remove_stale_candidates() -> Result<()> {
let directory = tempfile::tempdir()?;
let root = directory.path().join("media");
std::fs::create_dir(&root)?;
let file = root.join("clip.mp4");
std::fs::write(&file, b"storage identity fixture; not an inference test")?;
let db = directory.path().join("index.db");
let mut lexical = SearchIndex::open(&db)?;
lexical.index_folder(&root)?;
let mut store = Store::open(&db, DIMENSIONS)?;
let (id, path, _, _) = store.media_batch(0)?.remove(0);
let identity = searchi_media::MediaIdentity::read(Path::new(&path), 1024)?;
lexical.set_media_metadata(
&path,
"artist: real extracted metadata fixture",
65000,
identity.bytes,
identity.modified_ns,
)?;
let mut vector = vec![0.; DIMENSIONS];
vector[0] = 1.;
let generation = store.begin("media-storage-proof")?;
store.insert_media(generation, id, 0, &identity, "video", 2345, &vector)?;
store.insert_media(generation, id, 1, &identity, "audio", 28000, &vector)?;
store.activate(generation)?;
drop(store);
let mut store = Store::open(&db, DIMENSIONS)?;
let mut cold = TraceCollector::new(MetricsMode::Debug);
let results = store.search_origin_traced(
&vector,
"media-storage-proof",
5,
&SearchOptions::default(),
None,
&mut cold,
None,
)?;
let cold = cold.finish(results.len()).trace.unwrap();
assert_eq!(
cold.iter()
.find(|s| s.name == "semantic.ann_load")
.unwrap()
.counters["cache_hit"],
0
);
assert!(cold.iter().any(|s| s.name == "semantic.ann_checksum"));
let mut warm = TraceCollector::new(MetricsMode::Debug);
let warm_results = store.search_origin_traced(
&vector,
"media-storage-proof",
5,
&SearchOptions::default(),
None,
&mut warm,
None,
)?;
assert_eq!(
serde_json::to_value(&results)?,
serde_json::to_value(&warm_results)?
);
let warm = warm.finish(warm_results.len()).trace.unwrap();
assert_eq!(
warm.iter()
.find(|s| s.name == "semantic.ann_load")
.unwrap()
.counters["cache_hit"],
1
);
assert_eq!(
warm.iter()
.find(|s| s.name == "semantic.eligibility")
.unwrap()
.counters["cache_hit"],
1
);
assert!(!warm.iter().any(|s| s.name == "semantic.ann_blob_read"));
assert_eq!(results.len(), 1);
assert_eq!(results[0].source.as_ref().unwrap().kind, "timestamp_ms");
assert!([2345, 28000].contains(&results[0].source.as_ref().unwrap().number));
let audio = store.search_origin(
&vector,
"media-storage-proof",
5,
&SearchOptions::default(),
Some("audio"),
)?;
assert_eq!(audio.len(), 1);
assert_eq!(audio[0].match_kind, "semantic_audio");
assert_eq!(audio[0].source.as_ref().unwrap().number, 28000);
let video = store.search_origin(
&vector,
"media-storage-proof",
5,
&SearchOptions::default(),
Some("video"),
)?;
assert_eq!(video.len(), 1);
assert_eq!(video[0].match_kind, "semantic_video");
assert_eq!(video[0].source.as_ref().unwrap().number, 2345);
assert!(store
.search_origin(
&vector,
"media-storage-proof",
5,
&SearchOptions::default(),
Some("image")
)?
.is_empty());
assert!(
results[0].match_kind == "semantic_video" || results[0].match_kind == "semantic_audio"
);
let filter = SearchOptions {
extension: Some("png".into()),
..SearchOptions::default()
};
assert!(store
.search(&vector, "media-storage-proof", 5, &filter)?
.is_empty());
let duration_filter = SearchOptions {
min_duration_ms: Some(66000),
..Default::default()
};
assert!(store
.search(&vector, "media-storage-proof", 5, &duration_filter)?
.is_empty());
let duration_filter = SearchOptions {
min_duration_ms: Some(64000),
max_duration_ms: Some(66000),
..Default::default()
};
assert_eq!(
store
.search(&vector, "media-storage-proof", 5, &duration_filter)?
.len(),
1
);
std::fs::write(&file, b"changed")?;
// Foreground hits check only actual candidate metadata, before watcher
// reconciliation; they never rehash the complete filesystem corpus.
assert!(store
.search(&vector, "media-storage-proof", 5, &SearchOptions::default())?
.is_empty());
lexical.index_folder(&root)?;
assert!(store
.search(&vector, "media-storage-proof", 5, &SearchOptions::default())?
.is_empty());
assert!(store
.insert_media(generation, id, 2, &identity, "video", 0, &vector)
.is_err());
std::fs::remove_file(&file)?;
lexical.index_folder(&root)?;
assert!(store
.search(&vector, "media-storage-proof", 5, &SearchOptions::default())?
.is_empty());
Ok(())
}
#[test]
fn media_failure_removes_partial_vectors_and_persists_reason() -> Result<()> {
let directory = tempfile::tempdir()?;
let file = directory.path().join("picture.png");
std::fs::write(&file, b"identity fixture")?;
let db = directory.path().join("index.db");
let mut lexical = SearchIndex::open(&db)?;
lexical.index_folder(directory.path())?;
let mut store = Store::open(&db, DIMENSIONS)?;
let (id, path, _, _) = store
.media_batch(0)?
.into_iter()
.find(|(_, p, _, _)| p.ends_with("picture.png"))
.unwrap();
let identity = searchi_media::MediaIdentity::read(Path::new(&path), 1024)?;
let mut vector = vec![0.; DIMENSIONS];
vector[0] = 1.;
let generation = store.begin("failure-proof")?;
store.insert_media(generation, id, 0, &identity, "image", 0, &vector)?;
store.media_failure(generation, &path, "Decoder rejected corrupt image")?;
let chunks: usize = store.connection.query_row(
"SELECT count(*) FROM semantic_chunks WHERE generation=?1",
[generation],
|r| r.get(0),
)?;
assert_eq!(chunks, 0);
let reason: String = store.connection.query_row(
"SELECT message FROM semantic_media_errors WHERE generation=?1",
[generation],
|r| r.get(0),
)?;
assert!(reason.contains("corrupt"));
Ok(())
}
#[test]
fn deleted_media_without_reconciliation_does_not_hide_later_valid_top_k() -> Result<()> {
let directory = tempfile::tempdir()?;
let root = directory.path().join("images");
std::fs::create_dir(&root)?;
for name in ["a.png", "b.png"] {
std::fs::write(root.join(name), b"storage fixture")?;
}
let db = directory.path().join("index.db");
let mut lexical = SearchIndex::open(&db)?;
lexical.index_folder(&root)?;
let mut store = Store::open(&db, DIMENSIONS)?;
let generation = store.begin("candidate-stat-proof")?;
let mut vector = vec![0.; DIMENSIONS];
vector[0] = 1.;
for (id, path, _, _) in store.media_batch(0)? {
let identity = searchi_media::MediaIdentity::read(Path::new(&path), 1024)?;
store.insert_media(generation, id, 0, &identity, "image", 0, &vector)?;
}
store.activate(generation)?;
std::fs::remove_file(root.join("a.png"))?;
let results = store.search(
&vector,
"candidate-stat-proof",
1,
&SearchOptions::default(),
)?;
assert_eq!(results.len(), 1);
assert!(results[0].path.ends_with("b.png"));
std::fs::remove_file(root.join("b.png"))?;
assert!(store
.search(
&vector,
"candidate-stat-proof",
1,
&SearchOptions::default()
)?
.is_empty());
Ok(())
}
#[test]
fn generation_persists_failed_staging_preserves_active_and_changes_hide_stale_vectors(
) -> Result<()> {