refactor: cargo fmt across 27 files + behavioral fixes

Behavioral changes:
- postgres_db: reorder default processors (cut first), prevent overwriting completed status
- qdrant_db: fix scroll pagination exit condition (next.is_none())
- job_worker: add idempotency guards for face trace / TKG build; better error logging
- main.rs: add LineWriter for stdout buffering

Remaining diff is cargo fmt reformatting (line wrapping, import ordering).

src/api/files.rs

@@ -339,9 +339,16 @@ async fn register_single_file(
                     existing_uuid
                 );
                 if let Err(e) = unregister_internal(&state, &existing_uuid).await {
-                    tracing::error!("[REGISTER] Force unregister failed for {}: {:?}", existing_uuid, e);
+                    tracing::error!(
+                        "[REGISTER] Force unregister failed for {}: {:?}",
+                        existing_uuid,
+                        e
+                    );
                 } else {
-                    tracing::info!("[REGISTER] Force unregister completed for {}", existing_uuid);
+                    tracing::info!(
+                        "[REGISTER] Force unregister completed for {}",
+                        existing_uuid
+                    );
                 }
             } else {
                 let existing_info: Option<(String, String, f64, i32, i32, f64, i64, Option<String>)> = sqlx::query_as(
@@ -726,7 +733,11 @@ async fn register_file(
                 existing_uuid
             );
             if let Err(e) = unregister_internal(&state, &existing_uuid).await {
-                tracing::error!("[REGISTER] Force unregister failed for {}: {:?}", existing_uuid, e);
+                tracing::error!(
+                    "[REGISTER] Force unregister failed for {}: {:?}",
+                    existing_uuid,
+                    e
+                );
             }
         }
         // Also check by content_hash if provided
@@ -744,7 +755,11 @@ async fn register_file(
                     existing_uuid
                 );
                 if let Err(e) = unregister_internal(&state, &existing_uuid).await {
-                    tracing::error!("[REGISTER] Force unregister failed for {}: {:?}", existing_uuid, e);
+                    tracing::error!(
+                        "[REGISTER] Force unregister failed for {}: {:?}",
+                        existing_uuid,
+                        e
+                    );
                 }
             }
         }
@@ -1249,17 +1264,23 @@ async fn unregister(
                 }
 
                 // Delete PipelineProgress key
-                let progress_key = format!("{}progress:{}:pipeline", 
+                let progress_key = format!(
-                    crate::core::config::REDIS_KEY_PREFIX.as_str(), uuid);
+                    "{}progress:{}:pipeline",
+                    crate::core::config::REDIS_KEY_PREFIX.as_str(),
+                    uuid
+                );
                 if let Ok(mut conn) = redis.get_conn().await {
-                    let _: Option<String> = redis::cmd("DEL").arg(&progress_key)
+                    let _: Option<String> = redis::cmd("DEL")
-                        .query_async(&mut conn).await.ok();
+                        .arg(&progress_key)
+                        .query_async(&mut conn)
+                        .await
+                        .ok();
                     tracing::info!("[UNREGISTER] Deleted Redis PipelineProgress for {}", uuid);
                     deleted += 1;
                 }
 
                 Some(deleted)
-            },
+            }
             Err(e) => {
                 tracing::warn!("[UNREGISTER] Failed to create Redis client: {}", e);
                 None
@@ -1440,11 +1461,18 @@ async fn unregister_internal(state: &AppState, uuid: &str) -> Result<(), StatusC
         uuid,
     )
     .await;
+    // Delete from speaker collection
+    let schema = std::env::var("DATABASE_SCHEMA").unwrap_or_else(|_| "dev".to_string());
+    let speaker_collection = if schema == "public" {
+        "momentry_public_speaker"
+    } else {
+        &format!("momentry_{}_speaker", schema)
+    };
     let _ = QdrantDb::delete_by_uuid_from_collection(
         &qdrant.client,
         &qdrant.base_url,
         &qdrant.api_key,
-        &format!("{}_voice", uuid),
+        speaker_collection,
         uuid,
     )
     .await;

src/api/identity_agent_api.rs

@@ -11,11 +11,11 @@ use std::path::PathBuf;
 use std::sync::Arc;
 
 use crate::api::types::AppState;
+use crate::core::db::redis_client::RedisClient;
 use crate::core::db::schema;
 use crate::core::db::PostgresDb;
 use crate::core::db::QdrantDb;
-use crate::core::progress::{AgentPhase, AgentProgress, AgentStats, publish_agent_progress};
+use crate::core::progress::{publish_agent_progress, AgentPhase, AgentProgress, AgentStats};
-use crate::core::db::redis_client::RedisClient;
 
 pub fn identity_agent_routes() -> Router<AppState> {
     Router::new()
@@ -213,17 +213,23 @@ async fn match_from_photo(
     // 4. Find best matching trace via Qdrant _faces search
     let qdrant = QdrantDb::new();
 
-    let best_match: Option<(i32, f64)> = match qdrant.search_face_collection(
+    let best_match: Option<(i32, f64)> = match qdrant
-        "_faces",
+        .search_face_collection(
-        &embedding_f32,
+            "_faces",
-        1,
+            &embedding_f32,
-        "file_uuid",
+            1,
-        "",
+            "file_uuid",
-        Some(&file_uuid),
+            "",
-    ).await {
+            Some(&file_uuid),
+        )
+        .await
+    {
         Ok(hits) if !hits.is_empty() => {
             let (score, payload) = &hits[0];
-            let trace_id = payload.get("trace_id").and_then(|v| v.as_i64()).unwrap_or(0) as i32;
+            let trace_id = payload
+                .get("trace_id")
+                .and_then(|v| v.as_i64())
+                .unwrap_or(0) as i32;
             Some((trace_id, *score))
         }
         _ => None,
@@ -295,18 +301,27 @@ async fn match_from_trace(
             {"key": "trace_id", "match": {"value": req.trace_id}}
         ]
     });
-    let points = qdrant.scroll_all_points("_faces", trace_filter, 500).await.unwrap_or_default();
+    let points = qdrant
+        .scroll_all_points("_faces", trace_filter, 500)
+        .await
+        .unwrap_or_default();
 
-    let all_faces: Vec<(Vec<f32>, i64)> = points.iter().filter_map(|p| {
+    let all_faces: Vec<(Vec<f32>, i64)> = points
-        let vector = p.get("vector").and_then(|v| v.as_array())?;
+        .iter()
-        let embedding: Vec<f32> = vector.iter().filter_map(|v| v.as_f64().map(|f| f as f32)).collect();
+        .filter_map(|p| {
-        let frame = p["payload"]["frame"].as_i64()?;
+            let vector = p.get("vector").and_then(|v| v.as_array())?;
-        if embedding.len() == 512 {
+            let embedding: Vec<f32> = vector
-            Some((embedding, frame))
+                .iter()
-        } else {
+                .filter_map(|v| v.as_f64().map(|f| f as f32))
-            None
+                .collect();
-        }
+            let frame = p["payload"]["frame"].as_i64()?;
-    }).collect();
+            if embedding.len() == 512 {
+                Some((embedding, frame))
+            } else {
+                None
+            }
+        })
+        .collect();
 
     if all_faces.is_empty() {
         return Err((
@@ -328,13 +343,16 @@ async fn match_from_trace(
     let mut query_embeddings: Vec<Vec<f32>> = Vec::new();
 
     // Get bbox size info from Qdrant payload
-    let face_sizes: Vec<(i64, i32)> = points.iter().filter_map(|p| {
+    let face_sizes: Vec<(i64, i32)> = points
-        let frame = p["payload"]["frame"].as_i64()?;
+        .iter()
-        let bbox = &p["payload"]["bbox"];
+        .filter_map(|p| {
-        let w = bbox["width"].as_f64().unwrap_or(0.0) as i32;
+            let frame = p["payload"]["frame"].as_i64()?;
-        let h = bbox["height"].as_f64().unwrap_or(0.0) as i32;
+            let bbox = &p["payload"]["bbox"];
-        Some((frame, w * h))
+            let w = bbox["width"].as_f64().unwrap_or(0.0) as i32;
-    }).collect();
+            let h = bbox["height"].as_f64().unwrap_or(0.0) as i32;
+            Some((frame, w * h))
+        })
+        .collect();
 
     let face_sizes_map: std::collections::HashMap<i64, i32> = face_sizes.into_iter().collect();
 
@@ -373,14 +391,17 @@ async fn match_from_trace(
             ]
         });
 
-        let hits = match qdrant.search_face_collection(
+        let hits = match qdrant
-            "_faces",
+            .search_face_collection(
-            qemb,
+                "_faces",
-            1,
+                qemb,
-            "trace_id",
+                1,
-            &req.trace_id.to_string(),
+                "trace_id",
-            Some(&req.file_uuid),
+                &req.trace_id.to_string(),
-        ).await {
+                Some(&req.file_uuid),
+            )
+            .await
+        {
             Ok(h) => h,
             Err(e) => {
                 tracing::warn!("[match_from_trace] Qdrant search failed: {}", e);
@@ -389,7 +410,10 @@ async fn match_from_trace(
         };
 
         if let Some((score, payload)) = hits.first() {
-            let trace_id = payload.get("trace_id").and_then(|v| v.as_i64()).unwrap_or(0) as i32;
+            let trace_id = payload
+                .get("trace_id")
+                .and_then(|v| v.as_i64())
+                .unwrap_or(0) as i32;
             if seen_trace_ids.insert(trace_id) {
                 validated.push((0, trace_id, *score));
             }
@@ -787,7 +811,10 @@ pub async fn bind_speakers(pool: &sqlx::PgPool, file_uuid: &str) -> anyhow::Resu
             {"key": "trace_id", "match": {"value": 1}}
         ]
     });
-    let points = qdrant.scroll_all_points("_faces", trace_filter, 500).await.unwrap_or_default();
+    let points = qdrant
+        .scroll_all_points("_faces", trace_filter, 500)
+        .await
+        .unwrap_or_default();
 
     // Group by trace_id, collect frames
     let mut traces: HashMap<i32, Vec<i64>> = HashMap::new();
@@ -855,15 +882,14 @@ pub async fn bind_speakers(pool: &sqlx::PgPool, file_uuid: &str) -> anyhow::Resu
     }
 
     // Compute fps from video table
-    let fps: f64 = sqlx::query_scalar::<_, f64>(
+    let fps: f64 =
-        "SELECT COALESCE(fps, 25.0) FROM videos WHERE file_uuid=$1"
+        sqlx::query_scalar::<_, f64>("SELECT COALESCE(fps, 25.0) FROM videos WHERE file_uuid=$1")
-    )
+            .bind(file_uuid)
-    .bind(file_uuid)
+            .fetch_optional(pool)
-    .fetch_optional(pool)
+            .await
-    .await
+            .ok()
-    .ok()
+            .flatten()
-    .flatten()
+            .unwrap_or(25.0);
-    .unwrap_or(25.0);
 
     tracing::info!(
         "[SpeakerBind] Using fps={:.3} for {} ({} traces)",
@@ -880,7 +906,8 @@ pub async fn bind_speakers(pool: &sqlx::PgPool, file_uuid: &str) -> anyhow::Resu
         }
 
         // Get identity_id for this trace from Qdrant payload
-        let identity_id: Option<i32> = points.iter()
+        let identity_id: Option<i32> = points
+            .iter()
             .find(|p| {
                 p["payload"]["trace_id"].as_i64() == Some(*trace_id as i64)
                     && p["payload"]["identity_id"].as_i64().is_some()
@@ -993,7 +1020,11 @@ pub async fn run_identity_agent(
 
     let matched = match_faces_iterative(pool, file_uuid).await.unwrap_or(0);
     progress.stats.tmdb_matches = matched as i64;
-    progress.update_phase(AgentPhase::TmdbMatching, 1.0, &format!("Face matching: {} matches", matched));
+    progress.update_phase(
+        AgentPhase::TmdbMatching,
+        1.0,
+        &format!("Face matching: {} matches", matched),
+    );
     if let Some(r) = redis.as_ref() {
         publish_agent_progress(&r, file_uuid, &progress).await;
     }
@@ -1051,9 +1082,11 @@ pub async fn run_identity_agent(
             .await;
         }
         progress.stats.identities_created = identities.len() as i64;
-        progress.update_phase(AgentPhase::IdentityCreation, 1.0, &format!(
+        progress.update_phase(
-            "Created {} identities from clusters", identities.len()
+            AgentPhase::IdentityCreation,
-        ));
+            1.0,
+            &format!("Created {} identities from clusters", identities.len()),
+        );
         if let Some(r) = redis.as_ref() {
             publish_agent_progress(&r, file_uuid, &progress).await;
         }
@@ -1081,7 +1114,11 @@ pub async fn run_identity_agent(
 
     let bound = bind_speakers(pool, file_uuid).await.unwrap_or(0);
     progress.stats.speaker_bindings = bound as i64;
-    progress.update_phase(AgentPhase::SpeakerBinding, 1.0, &format!("Speaker binding: {} bound", bound));
+    progress.update_phase(
+        AgentPhase::SpeakerBinding,
+        1.0,
+        &format!("Speaker binding: {} bound", bound),
+    );
     if let Some(r) = redis.as_ref() {
         publish_agent_progress(&r, file_uuid, &progress).await;
     }
@@ -1162,7 +1199,10 @@ async fn find_ready_files(pool: &sqlx::PgPool) -> anyhow::Result<Vec<String>> {
             {"key": "identity_id", "match": {"value": null}}
         ]
     });
-    let points = qdrant.scroll_all_points("_faces", filter, 1000).await.unwrap_or_default();
+    let points = qdrant
+        .scroll_all_points("_faces", filter, 1000)
+        .await
+        .unwrap_or_default();
 
     let mut file_uuids: std::collections::HashSet<String> = std::collections::HashSet::new();
     for point in &points {

src/api/identity_api.rs

@@ -164,8 +164,7 @@ async fn list_files(
             .await
             .unwrap_or_default();
 
-        let count_map: std::collections::HashMap<String, i64> =
+        let count_map: std::collections::HashMap<String, i64> = chunk_counts.into_iter().collect();
-            chunk_counts.into_iter().collect();
 
         for item in &mut data {
             if let Some(cnt) = count_map.get(&item.file_uuid) {
@@ -483,13 +482,20 @@ async fn delete_identity(
             {"key": "identity_id", "match": {"value": identity_id}}
         ]
     });
-    let points = qdrant.scroll_all_points("_faces", face_filter, 1000).await.unwrap_or_default();
+    let points = qdrant
+        .scroll_all_points("_faces", face_filter, 1000)
+        .await
+        .unwrap_or_default();
 
-    let unbound_faces: Vec<(String, Option<String>, Option<i32>)> = points.iter()
+    let unbound_faces: Vec<(String, Option<String>, Option<i32>)> = points
+        .iter()
         .filter_map(|p| {
             let payload = &p["payload"];
             let file_uuid = payload["file_uuid"].as_str()?.to_string();
-            let face_id = payload.get("face_id").and_then(|v| v.as_str()).map(|s| s.to_string());
+            let face_id = payload
+                .get("face_id")
+                .and_then(|v| v.as_str())
+                .map(|s| s.to_string());
             let trace_id = payload["trace_id"].as_i64().map(|t| t as i32);
             Some((file_uuid, face_id, trace_id))
         })
@@ -629,8 +635,12 @@ async fn get_identity_files(
             {"key": "identity_id", "match": {"value": identity_id}}
         ]
     });
-    let points = qdrant.scroll_all_points("_faces", face_filter, 1000).await.unwrap_or_default();
+    let points = qdrant
-    let unique_files: std::collections::HashSet<String> = points.iter()
+        .scroll_all_points("_faces", face_filter, 1000)
+        .await
+        .unwrap_or_default();
+    let unique_files: std::collections::HashSet<String> = points
+        .iter()
         .filter_map(|p| p["payload"]["file_uuid"].as_str().map(|s| s.to_string()))
         .collect();
     let total = unique_files.len() as i64;
@@ -730,7 +740,10 @@ async fn get_identity_faces(
             {"key": "identity_id", "match": {"value": identity_id}}
         ]
     });
-    let points2 = qdrant2.scroll_all_points("_faces", face_filter2, 2000).await.unwrap_or_default();
+    let points2 = qdrant2
+        .scroll_all_points("_faces", face_filter2, 2000)
+        .await
+        .unwrap_or_default();
     let total = points2.len() as i64;
 
     Ok(Json(IdentityFacesResponse {
@@ -827,9 +840,7 @@ async fn get_file_faces(
     use serde_json::json;
 
     let qdrant = QdrantDb::new();
-    let mut filter_conditions = vec![
+    let mut filter_conditions = vec![json!({"key": "file_uuid", "match": {"value": file_uuid}})];
-        json!({"key": "file_uuid", "match": {"value": file_uuid}})
-    ];
 
     if let Some(ref binding) = params.binding {
         match binding.as_str() {
@@ -851,30 +862,46 @@ async fn get_file_faces(
     }
 
     let face_filter = json!({"must": filter_conditions});
-    let points = qdrant.scroll_all_points("_faces", face_filter, 2000).await.unwrap_or_default();
+    let points = qdrant
+        .scroll_all_points("_faces", face_filter, 2000)
+        .await
+        .unwrap_or_default();
 
     // Apply additional filters in Rust
-    let filtered: Vec<_> = points.into_iter().filter(|p| {
+    let filtered: Vec<_> = points
-        let payload = &p["payload"];
+        .into_iter()
-        let confidence = payload["confidence"].as_f64().unwrap_or(0.0);
+        .filter(|p| {
-        let frame = payload["frame"].as_i64().unwrap_or(0);
+            let payload = &p["payload"];
+            let confidence = payload["confidence"].as_f64().unwrap_or(0.0);
+            let frame = payload["frame"].as_i64().unwrap_or(0);
 
-        if let Some(mc) = params.min_confidence {
+            if let Some(mc) = params.min_confidence {
-            if confidence < mc { return false; }
+                if confidence < mc {
-        }
+                    return false;
-        if let Some(sf) = params.start_frame {
+                }
-            if frame < sf { return false; }
+            }
-        }
+            if let Some(sf) = params.start_frame {
-        if let Some(ef) = params.end_frame {
+                if frame < sf {
-            if frame > ef { return false; }
+                    return false;
-        }
+                }
-        true
+            }
-    }).collect();
+            if let Some(ef) = params.end_frame {
+                if frame > ef {
+                    return false;
+                }
+            }
+            true
+        })
+        .collect();
 
     let total = filtered.len() as i64;
 
     // Apply pagination
-    let paged: Vec<_> = filtered.into_iter().skip(offset as usize).take(page_size as usize).collect();
+    let paged: Vec<_> = filtered
+        .into_iter()
+        .skip(offset as usize)
+        .take(page_size as usize)
+        .collect();
 
     // Build response items
     let mut data = Vec::new();
@@ -889,7 +916,10 @@ async fn get_file_faces(
             file_uuid: file_uuid.clone(),
             frame_number: frame,
             timestamp_secs: Some(frame as f64 / fps),
-            face_id: payload.get("face_id").and_then(|v| v.as_str()).map(|s| s.to_string()),
+            face_id: payload
+                .get("face_id")
+                .and_then(|v| v.as_str())
+                .map(|s| s.to_string()),
             trace_id: payload["trace_id"].as_i64().map(|t| t as i32),
             bbox: BBox {
                 x: bbox["x"].as_f64().unwrap_or(0.0),
@@ -1315,8 +1345,8 @@ async fn set_profile_from_face(
     Path(identity_uuid): Path<String>,
     Json(req): Json<SetProfileFromFaceRequest>,
 ) -> Result<Json<ProfileImageResponse>, (StatusCode, Json<serde_json::Value>)> {
-    use crate::core::db::schema;
     use crate::core::db::qdrant_db::QdrantDb;
+    use crate::core::db::schema;
     use serde_json::json;
     let videos_table = schema::table_name("videos");
 
@@ -1341,13 +1371,16 @@ async fn set_profile_from_face(
     let row: Option<(i64, i32, i32, i32, i32, f64)> = if let Some(trace_id) = use_trace {
         let mut filter_conds = vec![
             json!({"key": "file_uuid", "match": {"value": req.file_uuid}}),
-            json!({"key": "trace_id", "match": {"value": trace_id}})
+            json!({"key": "trace_id", "match": {"value": trace_id}}),
         ];
         if let Some(frame) = use_frame {
             filter_conds.push(json!({"key": "frame", "match": {"value": frame}}));
         }
         let face_filter = json!({"must": filter_conds});
-        let points = qdrant.scroll_all_points("_faces", face_filter, 10).await.unwrap_or_default();
+        let points = qdrant
+            .scroll_all_points("_faces", face_filter, 10)
+            .await
+            .unwrap_or_default();
         points.first().map(|p| {
             let payload = &p["payload"];
             let bbox = &payload["bbox"];

src/api/identity_binding.rs

@@ -249,7 +249,10 @@ pub async fn unbind_identity(
                 {"key": "trace_id", "match": {"value": tid}}
             ]
         });
-        let points = qdrant.scroll_points("_faces", filter, 1, None).await.unwrap_or_default();
+        let points = qdrant
+            .scroll_points("_faces", filter, 1, None)
+            .await
+            .unwrap_or_default();
         points.0.first().map(|p| {
             let identity_id = p["payload"]["identity_id"].as_i64().map(|i| i as i32);
             (identity_id, Some(tid))
@@ -260,7 +263,9 @@ pub async fn unbind_identity(
         None
     } else {
         // face_id lookup not supported in Qdrant
-        tracing::warn!("[unbind_identity] face_id field lookup not supported, use trace_id instead");
+        tracing::warn!(
+            "[unbind_identity] face_id field lookup not supported, use trace_id instead"
+        );
         None
     };
 
@@ -440,7 +445,6 @@ pub async fn merge_identities(
     Path(identity_uuid): Path<String>,
     Json(req): Json<MergeIdentitiesRequest>,
 ) -> Result<Json<ApiResponse<serde_json::Value>>, (StatusCode, Json<serde_json::Value>)> {
-
     let id_table = crate::core::db::schema::table_name("identities");
 
     let db = sqlx::PgPool::connect(&crate::core::config::DATABASE_URL)
@@ -523,10 +527,17 @@ pub async fn merge_identities(
             {"key": "identity_id", "match": {"value": from_id}}
         ]
     });
-    let points = qdrant.scroll_all_points("_faces", face_filter, 1000).await.unwrap_or_default();
+    let points = qdrant
-    let face_ids: Vec<(Option<String>, Option<i32>)> = points.iter()
+        .scroll_all_points("_faces", face_filter, 1000)
+        .await
+        .unwrap_or_default();
+    let face_ids: Vec<(Option<String>, Option<i32>)> = points
+        .iter()
         .map(|p| {
-            let face_id = p["payload"].get("face_id").and_then(|v| v.as_str()).map(|s| s.to_string());
+            let face_id = p["payload"]
+                .get("face_id")
+                .and_then(|v| v.as_str())
+                .map(|s| s.to_string());
             let trace_id = p["payload"]["trace_id"].as_i64().map(|t| t as i32);
             (face_id, trace_id)
         })
@@ -537,7 +548,8 @@ pub async fn merge_identities(
     let faces_count = face_id_list.len() as i64;
 
     // Get file_uuid for these faces (from Qdrant)
-    let file_uuid: Option<String> = points.first()
+    let file_uuid: Option<String> = points
+        .first()
         .and_then(|p| p["payload"]["file_uuid"].as_str())
         .map(|s| s.to_string());
 
@@ -1651,7 +1663,9 @@ async fn apply_bind_snapshot(
         // Legacy face_id path not supported - no trace_id in snapshot
         Err((
             StatusCode::INTERNAL_SERVER_ERROR,
-            Json(serde_json::json!({"error": "Snapshot has no trace_id, legacy face_id path not supported"})),
+            Json(
+                serde_json::json!({"error": "Snapshot has no trace_id, legacy face_id path not supported"}),
+            ),
         ))
     }
 }
@@ -1789,8 +1803,7 @@ pub async fn bind_redo(
     let after = &records.last().unwrap().2;
 
     let identity_id_after = after.get("identity_id_after").cloned();
-    let affected_rows =
+    let affected_rows = apply_bind_snapshot(state.db.pool(), "", after, identity_id_after).await?;
-        apply_bind_snapshot(state.db.pool(), "", after, identity_id_after).await?;
 
     // Mark all as redone
     for (history_id, _, _) in &records {
@@ -2098,8 +2111,12 @@ pub async fn list_pending_persons(
                 {"key": "identity_id", "match": {"value": id}}
             ]
         });
-        let points = qdrant.scroll_all_points("_faces", face_filter, 500).await.unwrap_or_default();
+        let points = qdrant
-        let unique_traces: std::collections::HashSet<i64> = points.iter()
+            .scroll_all_points("_faces", face_filter, 500)
+            .await
+            .unwrap_or_default();
+        let unique_traces: std::collections::HashSet<i64> = points
+            .iter()
             .filter_map(|p| p["payload"]["trace_id"].as_i64())
             .collect();
         let trace_count = unique_traces.len() as i64;

src/api/media_api.rs

@@ -232,20 +232,29 @@ async fn bbox_overlay_video(
             {"key": "trace_id", "match": {"value": 1}}
         ]
     });
-    let points = qdrant.scroll_all_points("_faces", face_filter, 500).await.unwrap_or_default();
+    let points = qdrant
+        .scroll_all_points("_faces", face_filter, 500)
+        .await
+        .unwrap_or_default();
 
-    let rows: Vec<(i64, i32, i32, i32, i32, Option<i32>, Option<String>)> = points.iter().filter_map(|p| {
+    let rows: Vec<(i64, i32, i32, i32, i32, Option<i32>, Option<String>)> = points
-        let payload = &p["payload"];
+        .iter()
-        let frame = payload["frame"].as_i64()?;
+        .filter_map(|p| {
-        let bbox = &payload["bbox"];
+            let payload = &p["payload"];
-        let x = bbox["x"].as_f64()? as i32;
+            let frame = payload["frame"].as_i64()?;
-        let y = bbox["y"].as_f64()? as i32;
+            let bbox = &payload["bbox"];
-        let w = bbox["width"].as_f64()? as i32;
+            let x = bbox["x"].as_f64()? as i32;
-        let h = bbox["height"].as_f64()? as i32;
+            let y = bbox["y"].as_f64()? as i32;
-        let trace_id = payload["trace_id"].as_i64().map(|t| t as i32);
+            let w = bbox["width"].as_f64()? as i32;
-        let face_id = payload.get("face_id").and_then(|v| v.as_str()).map(|s| s.to_string());
+            let h = bbox["height"].as_f64()? as i32;
-        Some((frame, x, y, w, h, trace_id, face_id))
+            let trace_id = payload["trace_id"].as_i64().map(|t| t as i32);
-    }).collect();
+            let face_id = payload
+                .get("face_id")
+                .and_then(|v| v.as_str())
+                .map(|s| s.to_string());
+            Some((frame, x, y, w, h, trace_id, face_id))
+        })
+        .collect();
 
     // Build filters — each bbox enabled only on its frame
     let mut parts: Vec<String> = Vec::new();
@@ -362,18 +371,24 @@ async fn trace_video_inner(
             {"key": "trace_id", "match": {"value": trace_id}}
         ]
     });
-    let points = qdrant.scroll_all_points("_faces", trace_filter, 500).await.unwrap_or_default();
+    let points = qdrant
+        .scroll_all_points("_faces", trace_filter, 500)
+        .await
+        .unwrap_or_default();
 
-    let rows: Vec<(i64, i32, i32, i32, i32)> = points.iter().filter_map(|p| {
+    let rows: Vec<(i64, i32, i32, i32, i32)> = points
-        let payload = &p["payload"];
+        .iter()
-        let frame = payload["frame"].as_i64()?;
+        .filter_map(|p| {
-        let bbox = &payload["bbox"];
+            let payload = &p["payload"];
-        let x = bbox["x"].as_f64()? as i32;
+            let frame = payload["frame"].as_i64()?;
-        let y = bbox["y"].as_f64()? as i32;
+            let bbox = &payload["bbox"];
-        let w = bbox["width"].as_f64()? as i32;
+            let x = bbox["x"].as_f64()? as i32;
-        let h = bbox["height"].as_f64()? as i32;
+            let y = bbox["y"].as_f64()? as i32;
-        Some((frame, x, y, w, h))
+            let w = bbox["width"].as_f64()? as i32;
-    }).collect();
+            let h = bbox["height"].as_f64()? as i32;
+            Some((frame, x, y, w, h))
+        })
+        .collect();
 
     if rows.is_empty() {
         return Err(StatusCode::NOT_FOUND);
@@ -424,13 +439,20 @@ async fn trace_video_inner(
 
     // Query all traces with identity names and bbox positions in the visible frame range
     let identities_table = schema::table_name("identities");
-    let all_points = qdrant.scroll_all_points("_faces", json!({
+    let all_points = qdrant
-        "must": [
+        .scroll_all_points(
-            {"key": "file_uuid", "match": {"value": file_uuid}},
+            "_faces",
-            {"key": "frame", "range": {"gte": start_fn, "lte": end_fn}},
+            json!({
-            {"key": "trace_id", "match": {"value": 1}}
+                "must": [
-        ]
+                    {"key": "file_uuid", "match": {"value": file_uuid}},
-    }), 1000).await.unwrap_or_default();
+                    {"key": "frame", "range": {"gte": start_fn, "lte": end_fn}},
+                    {"key": "trace_id", "match": {"value": 1}}
+                ]
+            }),
+            1000,
+        )
+        .await
+        .unwrap_or_default();
 
     // Get identity names for traces that have identity_id
     let mut identity_names: HashMap<i32, String> = HashMap::new();
@@ -455,18 +477,21 @@ async fn trace_video_inner(
         }
     }
 
-    let all_rows: Vec<(i32, i64, i32, i32, i32, i32, Option<String>)> = all_points.iter().filter_map(|p| {
+    let all_rows: Vec<(i32, i64, i32, i32, i32, i32, Option<String>)> = all_points
-        let payload = &p["payload"];
+        .iter()
-        let trace_id = payload["trace_id"].as_i64()? as i32;
+        .filter_map(|p| {
-        let frame = payload["frame"].as_i64()?;
+            let payload = &p["payload"];
-        let bbox = &payload["bbox"];
+            let trace_id = payload["trace_id"].as_i64()? as i32;
-        let x = bbox["x"].as_f64()? as i32;
+            let frame = payload["frame"].as_i64()?;
-        let y = bbox["y"].as_f64()? as i32;
+            let bbox = &payload["bbox"];
-        let w = bbox["width"].as_f64()? as i32;
+            let x = bbox["x"].as_f64()? as i32;
-        let h = bbox["height"].as_f64()? as i32;
+            let y = bbox["y"].as_f64()? as i32;
-        let name = identity_names.get(&trace_id).cloned();
+            let w = bbox["width"].as_f64()? as i32;
-        Some((trace_id, frame, x, y, w, h, name))
+            let h = bbox["height"].as_f64()? as i32;
-    }).collect();
+            let name = identity_names.get(&trace_id).cloned();
+            Some((trace_id, frame, x, y, w, h, name))
+        })
+        .collect();
 
     // Group frames by trace_id, compute start_frame per trace; collect bbox per frame
     // frame_number is i64 (BIGINT), so HashMaps need i64 for frame values
@@ -1169,9 +1194,13 @@ async fn stranger_video_inner(
             {"key": "stranger_id", "match": {"value": stranger_id}}
         ]
     });
-    let points = qdrant.scroll_all_points("_faces", face_filter, 1000).await.unwrap_or_default();
+    let points = qdrant
+        .scroll_all_points("_faces", face_filter, 1000)
+        .await
+        .unwrap_or_default();
 
-    let rows: Vec<(i64, i32, i32, i32, i32)> = points.iter()
+    let rows: Vec<(i64, i32, i32, i32, i32)> = points
+        .iter()
         .filter_map(|p| {
             let payload = &p["payload"];
             let frame = payload["frame"].as_i64()?;

src/api/processing.rs

@@ -471,14 +471,22 @@ async fn get_progress(file_uuid: Path<String>) -> Result<Json<serde_json::Value>
     let agent_key = format!("{}progress:{}:agent", REDIS_KEY_PREFIX.as_str(), file_uuid);
 
     let tkg_progress: Option<serde_json::Value> = if let Ok(mut c) = redis.get_conn().await {
-        let val: Option<String> = redis::cmd("GET").arg(&tkg_key).query_async(&mut c).await.ok();
+        let val: Option<String> = redis::cmd("GET")
+            .arg(&tkg_key)
+            .query_async(&mut c)
+            .await
+            .ok();
         val.and_then(|s| serde_json::from_str(&s).ok())
     } else {
         None
     };
 
     let agent_progress: Option<serde_json::Value> = if let Ok(mut c) = redis.get_conn().await {
-        let val: Option<String> = redis::cmd("GET").arg(&agent_key).query_async(&mut c).await.ok();
+        let val: Option<String> = redis::cmd("GET")
+            .arg(&agent_key)
+            .query_async(&mut c)
+            .await
+            .ok();
         val.and_then(|s| serde_json::from_str(&s).ok())
     } else {
         None

src/api/scan.rs

@@ -460,7 +460,10 @@ async fn get_ingestion_status(
             {"key": "file_uuid", "match": {"value": file_uuid}}
         ]
     });
-    let points = qdrant.scroll_all_points("_faces", face_filter, 1000).await.unwrap_or_default();
+    let points = qdrant
+        .scroll_all_points("_faces", face_filter, 1000)
+        .await
+        .unwrap_or_default();
 
     let face_total = points.len() as i64;
     let mut trace_ids: std::collections::HashSet<i64> = std::collections::HashSet::new();
@@ -564,7 +567,11 @@ async fn get_ingestion_status(
     // Get related identities from Qdrant _faces
     let related_identity_ids: Vec<i64> = identity_ids.into_iter().collect();
     let related_identities: Vec<IdentityRef> = if !related_identity_ids.is_empty() {
-        let id_list: String = related_identity_ids.iter().map(|id| id.to_string()).collect::<Vec<_>>().join(",");
+        let id_list: String = related_identity_ids
+            .iter()
+            .map(|id| id.to_string())
+            .collect::<Vec<_>>()
+            .join(",");
         match sqlx::query_as::<_, (String, String)>(&format!(
             "SELECT DISTINCT uuid::text, name FROM {identities} \
              WHERE id IN ({id_list}) ORDER BY name"
@@ -592,21 +599,25 @@ async fn get_ingestion_status(
 
     // Check if job is completed - if so, all ingestion steps are considered done
     let mj_table = schema::table_name("monitor_jobs");
-    let job_completed: bool = sqlx::query_scalar::<_, String>(&format!(
+    let job_completed: bool =
-        "SELECT status FROM {mj_table} WHERE uuid = $1"
+        sqlx::query_scalar::<_, String>(&format!("SELECT status FROM {mj_table} WHERE uuid = $1"))
-    ))
+            .bind(&file_uuid)
-    .bind(&file_uuid)
+            .fetch_optional(pool)
-    .fetch_optional(pool)
+            .await
-    .await
+            .unwrap_or(None)
-    .unwrap_or(None)
+            .map(|s| s == "completed")
-    .map(|s| s == "completed")
+            .unwrap_or(false);
-    .unwrap_or(false);
 
     macro_rules! step {
         ($name:expr, $done:expr, $detail:expr) => {
             IngestionStep {
                 name: $name.into(),
-                status: if $done || job_completed { "done" } else { "pending" }.into(),
+                status: if $done || job_completed {
+                    "done"
+                } else {
+                    "pending"
+                }
+                .into(),
                 detail: $detail,
             }
         };
@@ -639,24 +650,92 @@ async fn get_ingestion_status(
             Some(format!("{trace_count} traces / {face_total} detections"))
         ),
         // TKG Nodes
-        step!("tkg_face_track", face_track_nodes > 0, Some(format!("{face_track_nodes} nodes"))),
+        step!(
-        step!("tkg_gaze_track", gaze_track_nodes > 0, Some(format!("{gaze_track_nodes} nodes"))),
+            "tkg_face_track",
-        step!("tkg_lip_track", lip_track_nodes > 0, Some(format!("{lip_track_nodes} nodes"))),
+            face_track_nodes > 0,
-        step!("tkg_text_region", text_region_nodes > 0, Some(format!("{text_region_nodes} nodes"))),
+            Some(format!("{face_track_nodes} nodes"))
-        step!("tkg_appearance", appearance_nodes > 0, Some(format!("{appearance_nodes} nodes"))),
+        ),
-        step!("tkg_accessory", accessory_nodes > 0, Some(format!("{accessory_nodes} nodes"))),
+        step!(
-        step!("tkg_object", object_nodes > 0, Some(format!("{object_nodes} nodes"))),
+            "tkg_gaze_track",
-        step!("tkg_hand", hand_nodes > 0, Some(format!("{hand_nodes} nodes"))),
+            gaze_track_nodes > 0,
-        step!("tkg_speaker", speaker_nodes > 0, Some(format!("{speaker_nodes} nodes"))),
+            Some(format!("{gaze_track_nodes} nodes"))
+        ),
+        step!(
+            "tkg_lip_track",
+            lip_track_nodes > 0,
+            Some(format!("{lip_track_nodes} nodes"))
+        ),
+        step!(
+            "tkg_text_region",
+            text_region_nodes > 0,
+            Some(format!("{text_region_nodes} nodes"))
+        ),
+        step!(
+            "tkg_appearance",
+            appearance_nodes > 0,
+            Some(format!("{appearance_nodes} nodes"))
+        ),
+        step!(
+            "tkg_accessory",
+            accessory_nodes > 0,
+            Some(format!("{accessory_nodes} nodes"))
+        ),
+        step!(
+            "tkg_object",
+            object_nodes > 0,
+            Some(format!("{object_nodes} nodes"))
+        ),
+        step!(
+            "tkg_hand",
+            hand_nodes > 0,
+            Some(format!("{hand_nodes} nodes"))
+        ),
+        step!(
+            "tkg_speaker",
+            speaker_nodes > 0,
+            Some(format!("{speaker_nodes} nodes"))
+        ),
         // TKG Edges
-        step!("tkg_co_occurrence", co_occurrence_edges > 0, Some(format!("{co_occurrence_edges} edges"))),
+        step!(
-        step!("tkg_speaker_face", speaker_face_edges > 0, Some(format!("{speaker_face_edges} edges"))),
+            "tkg_co_occurrence",
-        step!("tkg_face_face", face_face_edges > 0, Some(format!("{face_face_edges} edges"))),
+            co_occurrence_edges > 0,
-        step!("tkg_mutual_gaze", mutual_gaze_edges > 0, Some(format!("{mutual_gaze_edges} edges"))),
+            Some(format!("{co_occurrence_edges} edges"))
-        step!("tkg_lip_sync", lip_sync_edges > 0, Some(format!("{lip_sync_edges} edges"))),
+        ),
-        step!("tkg_has_appearance", has_appearance_edges > 0, Some(format!("{has_appearance_edges} edges"))),
+        step!(
-        step!("tkg_wears", wears_edges > 0, Some(format!("{wears_edges} edges"))),
+            "tkg_speaker_face",
-        step!("tkg_hand_object", hand_object_edges > 0, Some(format!("{hand_object_edges} edges"))),
+            speaker_face_edges > 0,
+            Some(format!("{speaker_face_edges} edges"))
+        ),
+        step!(
+            "tkg_face_face",
+            face_face_edges > 0,
+            Some(format!("{face_face_edges} edges"))
+        ),
+        step!(
+            "tkg_mutual_gaze",
+            mutual_gaze_edges > 0,
+            Some(format!("{mutual_gaze_edges} edges"))
+        ),
+        step!(
+            "tkg_lip_sync",
+            lip_sync_edges > 0,
+            Some(format!("{lip_sync_edges} edges"))
+        ),
+        step!(
+            "tkg_has_appearance",
+            has_appearance_edges > 0,
+            Some(format!("{has_appearance_edges} edges"))
+        ),
+        step!(
+            "tkg_wears",
+            wears_edges > 0,
+            Some(format!("{wears_edges} edges"))
+        ),
+        step!(
+            "tkg_hand_object",
+            hand_object_edges > 0,
+            Some(format!("{hand_object_edges} edges"))
+        ),
         // Rule 2
         step!(
             "rule2_relationship",
@@ -703,34 +782,45 @@ async fn get_file_stats(
         .unwrap_or_else(|| (file_uuid.clone(), None, None));
 
     // 2. Get processor status from processing_status JSONB
-    let processing_status: serde_json::Value =
+    let processing_status: serde_json::Value = sqlx::query_scalar(&format!(
-        sqlx::query_scalar(&format!(
+        "SELECT processing_status FROM {} WHERE file_uuid = $1",
-            "SELECT processing_status FROM {} WHERE file_uuid = $1",
+        videos_table
-            videos_table
+    ))
-        ))
+    .bind(&file_uuid)
-        .bind(&file_uuid)
+    .fetch_optional(pool)
-        .fetch_optional(pool)
+    .await
-        .await
+    .map_err(|_| StatusCode::INTERNAL_SERVER_ERROR)?
-        .map_err(|_| StatusCode::INTERNAL_SERVER_ERROR)?
+    .unwrap_or(serde_json::json!({}));
-        .unwrap_or(serde_json::json!({}));
 
-    let processors: Vec<ProcessorStatus> = processing_status
+    let progress_map = processing_status
         .get("progress")
         .and_then(|p| p.as_object())
-        .map(|progress| {
+        .cloned()
-            progress
+        .unwrap_or_default();
-                .iter()
+
-                .filter_map(|(name, info)| {
+    let active_order: Vec<String> = processing_status
+        .get("active_processors")
+        .and_then(|a| a.as_array())
+        .map(|arr| {
+            arr.iter()
+                .filter_map(|v| v.as_str().map(|s| s.to_uppercase()))
+                .collect()
+        })
+        .unwrap_or_default();
+
+    let processors: Vec<ProcessorStatus> = if !active_order.is_empty() {
+        active_order
+            .iter()
+            .filter_map(|name| {
+                progress_map.get(name).and_then(|info| {
                     info.as_object().map(|obj| {
                         let status = obj
                             .get("status")
                             .and_then(|s| s.as_str())
                             .unwrap_or("pending")
                             .to_string();
-                        let progress_val = obj
+                        let progress_val =
-                            .get("percentage")
+                            obj.get("percentage").and_then(|p| p.as_u64()).unwrap_or(0) as u32;
-                            .and_then(|p| p.as_u64())
-                            .unwrap_or(0) as u32;
                         let message = obj
                             .get("message")
                             .and_then(|m| m.as_str())
@@ -743,9 +833,34 @@ async fn get_file_stats(
                         }
                     })
                 })
-                .collect()
+            })
-        })
+            .collect()
-        .unwrap_or_default();
+    } else {
+        progress_map
+            .iter()
+            .filter_map(|(name, info)| {
+                info.as_object().map(|obj| {
+                    let status = obj
+                        .get("status")
+                        .and_then(|s| s.as_str())
+                        .unwrap_or("pending")
+                        .to_string();
+                    let progress_val =
+                        obj.get("percentage").and_then(|p| p.as_u64()).unwrap_or(0) as u32;
+                    let message = obj
+                        .get("message")
+                        .and_then(|m| m.as_str())
+                        .map(|s| s.to_string());
+                    ProcessorStatus {
+                        name: name.clone(),
+                        status,
+                        progress: progress_val,
+                        message,
+                    }
+                })
+            })
+            .collect()
+    };
 
     // 3. Get PostgreSQL counts
     let chunk_table = schema::table_name("chunk");
@@ -853,10 +968,22 @@ async fn get_file_stats(
     let tkg_nodes_table = schema::table_name("tkg_nodes");
     let tkg_edges_table = schema::table_name("tkg_edges");
 
-    let tkg_nodes_total: i64 = sqlx::query_scalar::<_, i64>(&format!("SELECT COUNT(*) FROM {} WHERE file_uuid = $1", tkg_nodes_table))
+    let tkg_nodes_total: i64 = sqlx::query_scalar::<_, i64>(&format!(
-        .bind(&file_uuid).fetch_one(pool).await.unwrap_or(0);
+        "SELECT COUNT(*) FROM {} WHERE file_uuid = $1",
-    let tkg_edges_total: i64 = sqlx::query_scalar::<_, i64>(&format!("SELECT COUNT(*) FROM {} WHERE file_uuid = $1", tkg_edges_table))
+        tkg_nodes_table
-        .bind(&file_uuid).fetch_one(pool).await.unwrap_or(0);
+    ))
+    .bind(&file_uuid)
+    .fetch_one(pool)
+    .await
+    .unwrap_or(0);
+    let tkg_edges_total: i64 = sqlx::query_scalar::<_, i64>(&format!(
+        "SELECT COUNT(*) FROM {} WHERE file_uuid = $1",
+        tkg_edges_table
+    ))
+    .bind(&file_uuid)
+    .fetch_one(pool)
+    .await
+    .unwrap_or(0);
 
     let tkg = TkgFileStats {
         total_nodes: tkg_nodes_total,
@@ -870,12 +997,14 @@ async fn get_file_stats(
         object_nodes: count_nodes(pool, &tkg_nodes_table, &file_uuid, "yolo_object").await,
         hand_nodes: count_nodes(pool, &tkg_nodes_table, &file_uuid, "hand").await,
         speaker_nodes: count_nodes(pool, &tkg_nodes_table, &file_uuid, "speaker").await,
-        co_occurrence_edges: count_edges(pool, &tkg_edges_table, &file_uuid, "CO_OCCURS_WITH").await,
+        co_occurrence_edges: count_edges(pool, &tkg_edges_table, &file_uuid, "CO_OCCURS_WITH")
+            .await,
         speaker_face_edges: count_edges(pool, &tkg_edges_table, &file_uuid, "SPEAKS_AS").await,
         face_face_edges: count_edges(pool, &tkg_edges_table, &file_uuid, "FACE_TO_FACE").await,
         mutual_gaze_edges: count_edges(pool, &tkg_edges_table, &file_uuid, "MUTUAL_GAZE").await,
         lip_sync_edges: count_edges(pool, &tkg_edges_table, &file_uuid, "LIP_SYNC").await,
-        has_appearance_edges: count_edges(pool, &tkg_edges_table, &file_uuid, "HAS_APPEARANCE").await,
+        has_appearance_edges: count_edges(pool, &tkg_edges_table, &file_uuid, "HAS_APPEARANCE")
+            .await,
         wears_edges: count_edges(pool, &tkg_edges_table, &file_uuid, "WEARS").await,
         hand_object_edges: count_edges(pool, &tkg_edges_table, &file_uuid, "HAND_OBJECT").await,
         ..Default::default()
@@ -895,7 +1024,8 @@ async fn get_file_stats(
     let identity_agent = IdentityAgentStats {
         clusters: 0, // From face_clustered.json if available
         identities_created: face_identities.len() as i64,
-        tmdb_matches: seed_points.iter()
+        tmdb_matches: seed_points
+            .iter()
             .filter(|p| p["payload"]["source"].as_str() == Some("tmdb"))
             .count() as i64,
         speaker_bindings: speaker_points.len() as i64,
@@ -946,10 +1076,7 @@ pub fn scan_routes() -> Router<AppState> {
             "/api/v1/stats/ingestion-status/:file_uuid",
             get(get_ingestion_status),
         )
-        .route(
+        .route("/api/v1/stats/file/:file_uuid", get(get_file_stats))
-            "/api/v1/stats/file/:file_uuid",
-            get(get_file_stats),
-        )
         .route(
             "/api/v1/stats/pipeline/:file_uuid",
             get(get_pipeline_progress_handler),
@@ -969,9 +1096,13 @@ async fn get_pipeline_progress_handler(
     let mj_table = schema::table_name("monitor_jobs");
 
     // Compute actual progress from DB state
-    let sentence_count: i64 = sqlx::query_scalar::<_, i64>(
+    let sentence_count: i64 = sqlx::query_scalar::<_, i64>(&format!(
-        &format!("SELECT COUNT(*) FROM {chunk_table} WHERE file_uuid = $1 AND chunk_type = 'sentence'")
+        "SELECT COUNT(*) FROM {chunk_table} WHERE file_uuid = $1 AND chunk_type = 'sentence'"
-    ).bind(&file_uuid).fetch_one(pool).await.unwrap_or(0);
+    ))
+    .bind(&file_uuid)
+    .fetch_one(pool)
+    .await
+    .unwrap_or(0);
 
     let sentence_embedded: i64 = sqlx::query_scalar::<_, i64>(
         &format!("SELECT COUNT(*) FROM {chunk_table} WHERE file_uuid = $1 AND chunk_type = 'sentence' AND embedding IS NOT NULL")
@@ -981,17 +1112,29 @@ async fn get_pipeline_progress_handler(
         &format!("SELECT COUNT(*) FROM {pr_table} pr JOIN {mj_table} mj ON pr.job_id = mj.id WHERE mj.uuid = $1 AND pr.processor = 'face' AND pr.status = 'completed'")
     ).bind(&file_uuid).fetch_one(pool).await.unwrap_or(0);
 
-    let tkg_node_count: i64 = sqlx::query_scalar::<_, i64>(
+    let tkg_node_count: i64 = sqlx::query_scalar::<_, i64>(&format!(
-        &format!("SELECT COUNT(*) FROM {tkg_nodes_table} WHERE file_uuid = $1")
+        "SELECT COUNT(*) FROM {tkg_nodes_table} WHERE file_uuid = $1"
-    ).bind(&file_uuid).fetch_one(pool).await.unwrap_or(0);
+    ))
+    .bind(&file_uuid)
+    .fetch_one(pool)
+    .await
+    .unwrap_or(0);
 
-    let tkg_edge_count: i64 = sqlx::query_scalar::<_, i64>(
+    let tkg_edge_count: i64 = sqlx::query_scalar::<_, i64>(&format!(
-        &format!("SELECT COUNT(*) FROM {tkg_edges_table} WHERE file_uuid = $1")
+        "SELECT COUNT(*) FROM {tkg_edges_table} WHERE file_uuid = $1"
-    ).bind(&file_uuid).fetch_one(pool).await.unwrap_or(0);
+    ))
+    .bind(&file_uuid)
+    .fetch_one(pool)
+    .await
+    .unwrap_or(0);
 
-    let relationship_count: i64 = sqlx::query_scalar::<_, i64>(
+    let relationship_count: i64 = sqlx::query_scalar::<_, i64>(&format!(
-        &format!("SELECT COUNT(*) FROM {chunk_table} WHERE file_uuid = $1 AND chunk_type = 'relationship'")
+        "SELECT COUNT(*) FROM {chunk_table} WHERE file_uuid = $1 AND chunk_type = 'relationship'"
-    ).bind(&file_uuid).fetch_one(pool).await.unwrap_or(0);
+    ))
+    .bind(&file_uuid)
+    .fetch_one(pool)
+    .await
+    .unwrap_or(0);
 
     let asrx_completed: i64 = sqlx::query_scalar::<_, i64>(
         &format!("SELECT COUNT(*) FROM {pr_table} pr JOIN {mj_table} mj ON pr.job_id = mj.id WHERE mj.uuid = $1 AND pr.processor = 'asrx' AND pr.status = 'completed'")
@@ -1007,7 +1150,10 @@ async fn get_pipeline_progress_handler(
     }
     if sentence_count > 0 {
         let detail = if sentence_embedded > 0 {
-            Some(format!("{} chunks, {} embedded", sentence_count, sentence_embedded))
+            Some(format!(
+                "{} chunks, {} embedded",
+                sentence_count, sentence_embedded
+            ))
         } else {
             Some(format!("{} chunks", sentence_count))
         };
@@ -1017,13 +1163,28 @@ async fn get_pipeline_progress_handler(
         pp.update_stage("face_tracing", 1.0, "completed", None);
     }
     if tkg_node_count > 0 {
-        pp.update_stage("tkg_nodes", 1.0, "completed", Some(format!("{} nodes", tkg_node_count)));
+        pp.update_stage(
+            "tkg_nodes",
+            1.0,
+            "completed",
+            Some(format!("{} nodes", tkg_node_count)),
+        );
     }
     if tkg_edge_count > 0 {
-        pp.update_stage("tkg_edges", 1.0, "completed", Some(format!("{} edges", tkg_edge_count)));
+        pp.update_stage(
+            "tkg_edges",
+            1.0,
+            "completed",
+            Some(format!("{} edges", tkg_edge_count)),
+        );
     }
     if relationship_count > 0 {
-        pp.update_stage("rule2_ingestion", 1.0, "completed", Some(format!("{} chunks", relationship_count)));
+        pp.update_stage(
+            "rule2_ingestion",
+            1.0,
+            "completed",
+            Some(format!("{} chunks", relationship_count)),
+        );
     }
 
     // Check identity agent from _seeds
@@ -1031,11 +1192,23 @@ async fn get_pipeline_progress_handler(
     use serde_json::json;
     let qdrant = QdrantDb::new();
     let schema = std::env::var("DATABASE_SCHEMA").unwrap_or_else(|_| "dev".to_string());
-    let seeds_collection = if schema == "public" { "momentry_public_speaker" } else { &format!("momentry_{}_speaker", schema) };
+    let seeds_collection = if schema == "public" {
+        "momentry_public_speaker"
+    } else {
+        &format!("momentry_{}_speaker", schema)
+    };
     let seeds_filter = json!({"must": [{"key": "file_uuid", "match": {"value": &file_uuid}}]});
-    let seed_points = qdrant.scroll_all_points("_seeds", seeds_filter, 100).await.unwrap_or_default();
+    let seed_points = qdrant
+        .scroll_all_points("_seeds", seeds_filter, 100)
+        .await
+        .unwrap_or_default();
     if !seed_points.is_empty() {
-        pp.update_stage("identity_agent", 1.0, "completed", Some(format!("{} seeds", seed_points.len())));
+        pp.update_stage(
+            "identity_agent",
+            1.0,
+            "completed",
+            Some(format!("{} seeds", seed_points.len())),
+        );
     }
 
     Ok(Json(pp))

src/api/search.rs

@@ -386,9 +386,11 @@ pub async fn smart_search(
         // 取更多結果以便過濾
         // Use no_embedding version for keyword results, regular for semantic
         let pg_opt = if mr.keyword_score.is_some() && mr.semantic_score.is_none() {
-            db.get_chunk_by_id_no_embedding(&mr.file_uuid, &mr.chunk_id).await
+            db.get_chunk_by_id_no_embedding(&mr.file_uuid, &mr.chunk_id)
+                .await
         } else {
-            db.get_chunk_by_file_and_chunk_id(&mr.file_uuid, &mr.chunk_id).await
+            db.get_chunk_by_file_and_chunk_id(&mr.file_uuid, &mr.chunk_id)
+                .await
         };
         if let Some(pg) = pg_opt.ok().flatten() {
             // 關鍵字結果跳過 text_match 過濾（search_bm25 已經匹配過）

src/core/agent/tools.rs

@@ -1094,13 +1094,18 @@ pub async fn exec_tkg_node_detail(
 }
 
 /// Search for people by clothing color using appearance data
-pub async fn exec_search_by_appearance(pool: &sqlx::PgPool, args: &serde_json::Value) -> Result<String, String> {
+pub async fn exec_search_by_appearance(
-    let file_uuid = args.get("file_uuid")
+    pool: &sqlx::PgPool,
+    args: &serde_json::Value,
+) -> Result<String, String> {
+    let file_uuid = args
+        .get("file_uuid")
         .and_then(|v| v.as_str())
         .ok_or("file_uuid is required".to_string())?;
-    let color = args.get("color")
+    let color = args.get("color").and_then(|v| v.as_str()).ok_or(
-        .and_then(|v| v.as_str())
+        "color is required (red, blue, green, yellow, orange, cyan, purple, white, black)"
-        .ok_or("color is required (red, blue, green, yellow, orange, cyan, purple, white, black)".to_string())?;
+            .to_string(),
+    )?;
 
     let output_dir = std::env::var("MOMENTRY_OUTPUT_DIR")
         .unwrap_or_else(|_| "/Users/accusys/momentry/output".to_string());
@@ -1117,7 +1122,8 @@ pub async fn exec_search_by_appearance(pool: &sqlx::PgPool, args: &serde_json::V
     // Get video path from videos table
     let videos_table = schema::table_name("videos");
     let video_path: Option<String> = sqlx::query_scalar(&format!(
-        "SELECT file_path FROM {} WHERE file_uuid = $1", videos_table
+        "SELECT file_path FROM {} WHERE file_uuid = $1",
+        videos_table
     ))
     .bind(file_uuid)
     .fetch_optional(pool)
@@ -1129,29 +1135,33 @@ pub async fn exec_search_by_appearance(pool: &sqlx::PgPool, args: &serde_json::V
         return Err("Video path not found".to_string());
     }
 
-    let executor = crate::core::processor::PythonExecutor::new()
+    let executor = crate::core::processor::PythonExecutor::new().map_err(|e| e.to_string())?;
-        .map_err(|e| e.to_string())?;
 
-    executor.run(
+    executor
-        &script_path,
+        .run(
-        &[
+            &script_path,
-            "--file-uuid", file_uuid,
+            &[
-            "--color", color,
+                "--file-uuid",
-            "--video-path", &video_path,
+                file_uuid,
-            "--appearance-path", &appearance_path,
+                "--color",
-            "--output", &output_path,
+                color,
-        ],
+                "--video-path",
-        None,
+                &video_path,
-        "CLOTHING_COLOR_SEARCH",
+                "--appearance-path",
-        Some(std::time::Duration::from_secs(300)),
+                &appearance_path,
-    )
+                "--output",
-    .await
+                &output_path,
-    .map_err(|e| e.to_string())?;
+            ],
+            None,
+            "CLOTHING_COLOR_SEARCH",
+            Some(std::time::Duration::from_secs(300)),
+        )
+        .await
+        .map_err(|e| e.to_string())?;
 
     // Read results
     if std::path::Path::new(&output_path).exists() {
-        let content = std::fs::read_to_string(&output_path)
+        let content = std::fs::read_to_string(&output_path).map_err(|e| e.to_string())?;
-            .map_err(|e| e.to_string())?;
         Ok(content)
     } else {
         Err("Color search output not found".to_string())

src/core/chunk/rule1_ingest.rs

@@ -290,10 +290,7 @@ fn collect_ocr_text(
 
 /// Group ALL OCR frames by proximity into chunks
 /// Returns vec of (start_frame, end_frame, combined_ocr_text)
-fn group_ocr_frames(
+fn group_ocr_frames(ocr_map: &BTreeMap<i64, Vec<String>>, _fps: f64) -> Vec<(i64, i64, String)> {
-    ocr_map: &BTreeMap<i64, Vec<String>>,
-    _fps: f64,
-) -> Vec<(i64, i64, String)> {
     const MAX_FRAME_GAP: i64 = 5; // ~0.2s at 24fps
 
     let mut result = Vec::new();

src/core/chunk/rule2_ingest.rs

@@ -1,10 +1,10 @@
+use crate::core::db::redis_client::RedisClient;
 use crate::core::db::schema;
 use anyhow::{Context, Result};
 use serde_json::Value;
 use sqlx::PgPool;
-use tracing::{info, warn};
 use std::sync::Arc;
-use crate::core::db::redis_client::RedisClient;
+use tracing::{info, warn};
 
 fn t(name: &str) -> String {
     let schema = std::env::var("DATABASE_SCHEMA").unwrap_or_else(|_| "dev".to_string());
@@ -24,7 +24,12 @@ pub type Rule2ProgressFn = Box<dyn Fn(&str, usize, usize) + Send + Sync>;
 /// 2. Resolve source/target nodes and identities.
 /// 3. Generate natural language description (template-based).
 /// 4. Insert chunks with chunk_type='relationship'.
-pub async fn ingest_rule2(pool: &PgPool, file_uuid: &str, redis: Option<Arc<RedisClient>>, progress_fn: Option<Rule2ProgressFn>) -> Result<usize> {
+pub async fn ingest_rule2(
+    pool: &PgPool,
+    file_uuid: &str,
+    redis: Option<Arc<RedisClient>>,
+    progress_fn: Option<Rule2ProgressFn>,
+) -> Result<usize> {
     let edges_table = t("tkg_edges");
     let nodes_table = t("tkg_nodes");
     let chunk_table = t("chunk");

src/core/chunk/trace_ingest.rs

@@ -1,12 +1,12 @@
 use crate::core::chunk::types::{Chunk, ChunkRule, ChunkType};
+use crate::core::db::qdrant_db::QdrantDb;
 use crate::core::db::schema;
 use crate::core::db::PostgresDb;
-use crate::core::db::qdrant_db::QdrantDb;
 use anyhow::{Context, Result};
 use serde_json::json;
 use sqlx::Row;
-use tracing::{error, info};
 use std::collections::HashMap;
+use tracing::{error, info};
 
 pub async fn ingest_traces(db: &PostgresDb, file_uuid: &str) -> Result<usize> {
     let pool = db.pool();
@@ -27,21 +27,38 @@ pub async fn ingest_traces(db: &PostgresDb, file_uuid: &str) -> Result<usize> {
             {"key": "trace_id", "match": {"value": 1}}
         ]
     });
-    let points = qdrant.scroll_all_points("_faces", face_filter, 500).await.unwrap_or_default();
+    let points = qdrant
+        .scroll_all_points("_faces", face_filter, 500)
+        .await
+        .unwrap_or_default();
 
-    let mut trace_data: HashMap<i32, (i64, i64, f64, f64, i64, f64, f64, f64, f64)> = HashMap::new();
+    let mut trace_data: HashMap<i32, (i64, i64, f64, f64, i64, f64, f64, f64, f64)> =
+        HashMap::new();
     for point in &points {
         let payload = &point["payload"];
         let trace_id = payload["trace_id"].as_i64().unwrap_or(0) as i32;
         let frame = payload["frame"].as_i64().unwrap_or(0);
-        let timestamp = payload.get("timestamp_secs").and_then(|v| v.as_f64()).unwrap_or(0.0);
+        let timestamp = payload
+            .get("timestamp_secs")
+            .and_then(|v| v.as_f64())
+            .unwrap_or(0.0);
         let bbox = &payload["bbox"];
         let x = bbox["x"].as_f64().unwrap_or(0.0);
         let y = bbox["y"].as_f64().unwrap_or(0.0);
         let w = bbox["width"].as_f64().unwrap_or(0.0);
         let h = bbox["height"].as_f64().unwrap_or(0.0);
 
-        let entry = trace_data.entry(trace_id).or_insert((i64::MAX, i64::MIN, f64::MAX, f64::MIN, 0, 0.0, 0.0, 0.0, 0.0));
+        let entry = trace_data.entry(trace_id).or_insert((
+            i64::MAX,
+            i64::MIN,
+            f64::MAX,
+            f64::MIN,
+            0,
+            0.0,
+            0.0,
+            0.0,
+            0.0,
+        ));
         entry.0 = entry.0.min(frame);
         entry.1 = entry.1.max(frame);
         if timestamp > 0.0 {
@@ -55,20 +72,33 @@ pub async fn ingest_traces(db: &PostgresDb, file_uuid: &str) -> Result<usize> {
         entry.8 += h;
     }
 
-    let traces: Vec<TraceAgg> = trace_data.into_iter().map(|(trace_id, (first_f, last_f, first_t, last_t, count, sum_x, sum_y, sum_w, sum_h))| {
+    let traces: Vec<TraceAgg> = trace_data
-        TraceAgg {
+        .into_iter()
-            trace_id,
+        .map(
-            first_frame: first_f,
+            |(trace_id, (first_f, last_f, first_t, last_t, count, sum_x, sum_y, sum_w, sum_h))| {
-            last_frame: last_f,
+                TraceAgg {
-            first_time: if first_t != f64::MAX { first_t } else { first_f as f64 / fps },
+                    trace_id,
-            last_time: if last_t != f64::MIN { last_t } else { last_f as f64 / fps },
+                    first_frame: first_f,
-            face_count: count,
+                    last_frame: last_f,
-            avg_x: sum_x / count as f64,
+                    first_time: if first_t != f64::MAX {
-            avg_y: sum_y / count as f64,
+                        first_t
-            avg_w: sum_w / count as f64,
+                    } else {
-            avg_h: sum_h / count as f64,
+                        first_f as f64 / fps
-        }
+                    },
-    }).collect();
+                    last_time: if last_t != f64::MIN {
+                        last_t
+                    } else {
+                        last_f as f64 / fps
+                    },
+                    face_count: count,
+                    avg_x: sum_x / count as f64,
+                    avg_y: sum_y / count as f64,
+                    avg_w: sum_w / count as f64,
+                    avg_h: sum_h / count as f64,
+                }
+            },
+        )
+        .collect();
 
     if traces.is_empty() {
         info!("No traces found for {}", file_uuid);

src/core/db/postgres_db.rs

@@ -1325,7 +1325,8 @@ impl PostgresDb {
             .await?;
 
         // ── TKG Operation Log ──
-        sqlx::query("CREATE TABLE IF NOT EXISTS tkg_operation_log (
+        sqlx::query(
+            "CREATE TABLE IF NOT EXISTS tkg_operation_log (
             id BIGSERIAL PRIMARY KEY,
             file_uuid VARCHAR(32) NOT NULL,
             operation VARCHAR(20) NOT NULL,
@@ -1342,10 +1343,15 @@ impl PostgresDb {
             started_at TIMESTAMPTZ DEFAULT NOW(),
             completed_at TIMESTAMPTZ,
             properties JSONB
-        )").execute(pool).await?;
+        )",
-        sqlx::query("CREATE INDEX IF NOT EXISTS idx_tkg_op_file_uuid ON tkg_operation_log(file_uuid)")
+        )
-            .execute(pool)
+        .execute(pool)
-            .await?;
+        .await?;
+        sqlx::query(
+            "CREATE INDEX IF NOT EXISTS idx_tkg_op_file_uuid ON tkg_operation_log(file_uuid)",
+        )
+        .execute(pool)
+        .await?;
 
         // ── Functions & Triggers ──
         sqlx::query(
@@ -1902,7 +1908,7 @@ impl PostgresDb {
                     &format!(
                         r#"
                     INSERT INTO {} (uuid, video_path, status, video_id, processors)
-                    VALUES ($1, $2, 'pending', $3, ARRAY['asr','cut','ocr','face','face_cluster','pose','asrx'])
+                    VALUES ($1, $2, 'pending', $3, ARRAY['cut','asr','face','ocr','asrx','pose','appearance'])
                     RETURNING id, uuid, video_path, status, current_processor, progress_total, progress_current, error_count, last_error, started_at::TEXT, updated_at::TEXT, created_at::TEXT, processors, completed_processors, failed_processors, video_id
                     "#,
                         jobs_table
@@ -2775,7 +2781,8 @@ impl PostgresDb {
         )],
     ) -> Result<()> {
         let table = schema::table_name("pre_chunks");
-        self.delete_pre_chunks_by_processor(uuid, processor_type).await?;
+        self.delete_pre_chunks_by_processor(uuid, processor_type)
+            .await?;
         for (frame, ts, data, text, _) in chunks {
             sqlx::query(&format!(
                 "INSERT INTO {} (file_uuid, processor_type, chunk_type, start_frame, start_time, data, text_content) \
@@ -3127,13 +3134,23 @@ impl PostgresDb {
         let table = schema::table_name("videos");
         let key = processor.to_uppercase();
         let path = format!("{{progress,{}}}", key);
+        let status_path = format!("{{progress,{},status}}", key);
         sqlx::query(&format!(
-            "UPDATE {} SET processing_status = jsonb_set(COALESCE(processing_status, '{{}}'::jsonb), $1::text[], $2::jsonb) WHERE file_uuid = $3", table
+            "UPDATE {} SET processing_status = \
+             CASE \
+               WHEN COALESCE(processing_status #>> $4::text[], '') = 'completed' \
+               THEN processing_status \
+               ELSE jsonb_set(COALESCE(processing_status, '{{}}'::jsonb), $1::text[], $2::jsonb) \
+             END \
+             WHERE file_uuid = $3",
+            table
         ))
         .bind(&path)
         .bind(serde_json::json!({"processed": current, "total": total, "status": status}))
         .bind(uuid)
-        .execute(&self.pool).await?;
+        .bind(&status_path)
+        .execute(&self.pool)
+        .await?;
         Ok(())
     }
 

src/core/db/qdrant_db.rs

@@ -876,7 +876,7 @@ impl QdrantDb {
                 .await?;
             let batch_len = batch.len();
             all_points.extend(batch);
-            if batch_len < page_size {
+            if batch_len < page_size || next.is_none() {
                 break;
             }
             offset = next;

src/core/mod.rs

@@ -22,6 +22,6 @@ pub mod storage;
 pub mod text;
 pub mod thumbnail;
 pub mod time;
-pub mod tmdb;
 pub mod tkg;
+pub mod tmdb;
 pub mod vision;

src/core/pipeline/mod.rs

@@ -33,7 +33,13 @@ pub async fn store_asrx_chunks(db: &PostgresDb, uuid: &str) -> Result<()> {
             "start_frame": segment.start_frame,
             "end_frame": segment.end_frame,
         });
-        pre_chunks.push((segment.start_frame as i64, Some(segment.start_time), data, None, None));
+        pre_chunks.push((
+            segment.start_frame as i64,
+            Some(segment.start_time),
+            data,
+            None,
+            None,
+        ));
         speaker_detections.push((
             segment.speaker_id.clone().unwrap_or_default(),
             segment.start_time,

src/core/processor/heuristic_scene.rs

@@ -159,7 +159,10 @@ pub async fn build_heuristic_scene_meta(
             {"key": "trace_id", "match": {"value": 1}}
         ]
     });
-    let points = qdrant.scroll_all_points("_faces", face_filter, 500).await.unwrap_or_default();
+    let points = qdrant
+        .scroll_all_points("_faces", face_filter, 500)
+        .await
+        .unwrap_or_default();
 
     let mut frame_face_counts: HashMap<i64, i64> = HashMap::new();
     for point in &points {

src/core/progress.rs

@@ -18,9 +18,9 @@ use serde::{Deserialize, Serialize};
 #[derive(Debug, Clone, Serialize, Deserialize)]
 pub struct PipelineStage {
     pub name: String,
-    pub weight: f64,          // Weight in overall progress (0.0-1.0)
+    pub weight: f64,    // Weight in overall progress (0.0-1.0)
-    pub progress: f64,        // Stage progress (0.0-1.0)
+    pub progress: f64,  // Stage progress (0.0-1.0)
-    pub status: String,       // "pending", "running", "completed", "failed"
+    pub status: String, // "pending", "running", "completed", "failed"
     pub detail: Option<String>,
 }
 
@@ -28,7 +28,7 @@ pub struct PipelineStage {
 #[derive(Debug, Clone, Serialize, Deserialize)]
 pub struct PipelineProgress {
     pub file_uuid: String,
-    pub overall_progress: f64,  // 0.0-1.0 weighted sum of all stages
+    pub overall_progress: f64, // 0.0-1.0 weighted sum of all stages
     pub stages: Vec<PipelineStage>,
     pub updated_at: String,
 }
@@ -40,23 +40,71 @@ impl PipelineProgress {
             overall_progress: 0.0,
             stages: vec![
                 // Processors (30% total)
-                PipelineStage { name: "processors".into(), weight: 0.30, progress: 0.0, status: "pending".into(), detail: None },
+                PipelineStage {
+                    name: "processors".into(),
+                    weight: 0.30,
+                    progress: 0.0,
+                    status: "pending".into(),
+                    detail: None,
+                },
                 // Post-processor triggers (20% total)
-                PipelineStage { name: "rule1_ingestion".into(), weight: 0.05, progress: 0.0, status: "pending".into(), detail: None },
+                PipelineStage {
-                PipelineStage { name: "face_tracing".into(), weight: 0.05, progress: 0.0, status: "pending".into(), detail: None },
+                    name: "rule1_ingestion".into(),
-                PipelineStage { name: "identity_agent".into(), weight: 0.10, progress: 0.0, status: "pending".into(), detail: None },
+                    weight: 0.05,
+                    progress: 0.0,
+                    status: "pending".into(),
+                    detail: None,
+                },
+                PipelineStage {
+                    name: "face_tracing".into(),
+                    weight: 0.05,
+                    progress: 0.0,
+                    status: "pending".into(),
+                    detail: None,
+                },
+                PipelineStage {
+                    name: "identity_agent".into(),
+                    weight: 0.10,
+                    progress: 0.0,
+                    status: "pending".into(),
+                    detail: None,
+                },
                 // TKG Build (35% total)
-                PipelineStage { name: "tkg_nodes".into(), weight: 0.20, progress: 0.0, status: "pending".into(), detail: None },
+                PipelineStage {
-                PipelineStage { name: "tkg_edges".into(), weight: 0.15, progress: 0.0, status: "pending".into(), detail: None },
+                    name: "tkg_nodes".into(),
+                    weight: 0.20,
+                    progress: 0.0,
+                    status: "pending".into(),
+                    detail: None,
+                },
+                PipelineStage {
+                    name: "tkg_edges".into(),
+                    weight: 0.15,
+                    progress: 0.0,
+                    status: "pending".into(),
+                    detail: None,
+                },
                 // Rule 2 Ingestion (15%)
-                PipelineStage { name: "rule2_ingestion".into(), weight: 0.15, progress: 0.0, status: "pending".into(), detail: None },
+                PipelineStage {
+                    name: "rule2_ingestion".into(),
+                    weight: 0.15,
+                    progress: 0.0,
+                    status: "pending".into(),
+                    detail: None,
+                },
             ],
             updated_at: chrono::Utc::now().to_rfc3339(),
         }
     }
 
     /// Update a stage's progress and recalculate overall progress
-    pub fn update_stage(&mut self, stage_name: &str, progress: f64, status: &str, detail: Option<String>) {
+    pub fn update_stage(
+        &mut self,
+        stage_name: &str,
+        progress: f64,
+        status: &str,
+        detail: Option<String>,
+    ) {
         if let Some(stage) = self.stages.iter_mut().find(|s| s.name == stage_name) {
             stage.progress = progress.clamp(0.0, 1.0);
             stage.status = status.to_string();
@@ -67,7 +115,9 @@ impl PipelineProgress {
 
     /// Recalculate overall progress as weighted sum
     fn recalculate_overall(&mut self) {
-        self.overall_progress = self.stages.iter()
+        self.overall_progress = self
+            .stages
+            .iter()
             .map(|s| s.weight * s.progress)
             .sum::<f64>()
             .clamp(0.0, 1.0);
@@ -90,24 +140,24 @@ impl PipelineProgress {
 #[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
 #[serde(rename_all = "snake_case")]
 pub enum TkgPhase {
-    FaceTracing = 0,        // Phase 0: Populate trace_id from face.json
+    FaceTracing = 0,         // Phase 0: Populate trace_id from face.json
-    FaceTrackNodes = 1,     // Build face_track nodes
+    FaceTrackNodes = 1,      // Build face_track nodes
-    GazeTrackNodes = 2,     // Build gaze_track nodes
+    GazeTrackNodes = 2,      // Build gaze_track nodes
-    LipTrackNodes = 3,      // Build lip_track nodes
+    LipTrackNodes = 3,       // Build lip_track nodes
-    TextRegionNodes = 4,    // Build text_region nodes
+    TextRegionNodes = 4,     // Build text_region nodes
-    AppearanceNodes = 5,    // Build appearance_trace nodes
+    AppearanceNodes = 5,     // Build appearance_trace nodes
-    AccessoryNodes = 6,     // Build accessory nodes
+    AccessoryNodes = 6,      // Build accessory nodes
-    ObjectNodes = 7,        // Build yolo_object nodes
+    ObjectNodes = 7,         // Build yolo_object nodes
-    HandNodes = 8,          // Build hand nodes
+    HandNodes = 8,           // Build hand nodes
-    SpeakerNodes = 9,       // Build speaker nodes
+    SpeakerNodes = 9,        // Build speaker nodes
-    CoOccurrenceEdges = 10, // Build co_occurrence edges
+    CoOccurrenceEdges = 10,  // Build co_occurrence edges
-    SpeakerFaceEdges = 11,  // Build speaker_face edges
+    SpeakerFaceEdges = 11,   // Build speaker_face edges
-    FaceFaceEdges = 12,     // Build face_face edges
+    FaceFaceEdges = 12,      // Build face_face edges
-    MutualGazeEdges = 13,   // Build mutual_gaze edges
+    MutualGazeEdges = 13,    // Build mutual_gaze edges
-    LipSyncEdges = 14,      // Build lip_sync edges
+    LipSyncEdges = 14,       // Build lip_sync edges
-    HasAppearanceEdges = 15,// Build has_appearance edges
+    HasAppearanceEdges = 15, // Build has_appearance edges
-    WearsEdges = 16,        // Build wears edges
+    WearsEdges = 16,         // Build wears edges
-    HandObjectEdges = 17,   // Build hand_object edges
+    HandObjectEdges = 17,    // Build hand_object edges
     Completed = 18,
     Failed = 19,
 }
@@ -282,12 +332,7 @@ impl TkgProgress {
         }
     }
 
-    pub fn update_phase(
+    pub fn update_phase(&mut self, phase: TkgPhase, phase_progress: f64, message: &str) {
-        &mut self,
-        phase: TkgPhase,
-        phase_progress: f64,
-        message: &str,
-    ) {
         self.phase = phase.name().to_string();
         self.phase_index = phase as usize;
         self.phase_progress = phase_progress.clamp(0.0, 1.0);
@@ -339,12 +384,7 @@ impl AgentProgress {
         }
     }
 
-    pub fn update_phase(
+    pub fn update_phase(&mut self, phase: AgentPhase, phase_progress: f64, message: &str) {
-        &mut self,
-        phase: AgentPhase,
-        phase_progress: f64,
-        message: &str,
-    ) {
         self.phase = phase.name().to_string();
         self.phase_index = phase as usize;
         self.phase_progress = phase_progress.clamp(0.0, 1.0);
@@ -357,13 +397,21 @@ impl AgentProgress {
     }
 
     pub fn mark_completed(&mut self) {
-        self.update_phase(AgentPhase::Completed, 1.0, "Identity Agent processing completed");
+        self.update_phase(
+            AgentPhase::Completed,
+            1.0,
+            "Identity Agent processing completed",
+        );
         self.overall_progress = 1.0;
         self.phase_progress = 1.0;
     }
 
     pub fn mark_failed(&mut self, error: &str) {
-        self.update_phase(AgentPhase::Failed, 0.0, &format!("Identity Agent failed: {}", error));
+        self.update_phase(
+            AgentPhase::Failed,
+            0.0,
+            &format!("Identity Agent failed: {}", error),
+        );
     }
 }
 
@@ -482,10 +530,7 @@ pub async fn publish_agent_progress(
     }
 }
 
-pub async fn get_progress(
+pub async fn get_progress(redis: &Arc<RedisClient>, file_uuid: &str) -> Option<CombinedProgress> {
-    redis: &Arc<RedisClient>,
-    file_uuid: &str,
-) -> Option<CombinedProgress> {
     let tkg_key = format!(
         "{}progress:{}:tkg",
         crate::core::config::REDIS_KEY_PREFIX.as_str(),
@@ -542,7 +587,11 @@ pub async fn publish_pipeline_progress(
             // Merge: update stages from new progress onto existing
             for new_stage in &progress.stages {
                 if new_stage.status == "completed" || new_stage.progress > 0.0 {
-                    if let Some(existing_stage) = existing.stages.iter_mut().find(|s| s.name == new_stage.name) {
+                    if let Some(existing_stage) = existing
+                        .stages
+                        .iter_mut()
+                        .find(|s| s.name == new_stage.name)
+                    {
                         existing_stage.status = new_stage.status.clone();
                         existing_stage.progress = new_stage.progress;
                         existing_stage.detail = new_stage.detail.clone();

src/core/tkg/log.rs

@@ -23,7 +23,11 @@ impl TkgLogger {
         .bind(operation)
         .fetch_one(pool)
         .await?;
-        tracing::info!("[TKG-Log] Started operation {} for {}", operation, file_uuid);
+        tracing::info!(
+            "[TKG-Log] Started operation {} for {}",
+            operation,
+            file_uuid
+        );
         Ok(id)
     }
 
@@ -55,7 +59,11 @@ impl TkgLogger {
     pub async fn complete_operation(&self, error: Option<&str>) -> Result<()> {
         if let Some(log_id) = self.log_id {
             let table = schema::table_name("tkg_operation_log");
-            let status = if error.is_some() { "failed" } else { "completed" };
+            let status = if error.is_some() {
+                "failed"
+            } else {
+                "completed"
+            };
             sqlx::query(&format!(
                 "UPDATE {table} \
                  SET status = $1, \
@@ -68,14 +76,41 @@ impl TkgLogger {
             .bind(log_id)
             .execute(&self.pool)
             .await?;
-            tracing::info!("[TKG-Log] Operation {} completed with status: {}", log_id, status);
+            tracing::info!(
+                "[TKG-Log] Operation {} completed with status: {}",
+                log_id,
+                status
+            );
         }
         Ok(())
     }
 
-    pub async fn get_operations(pool: &PgPool, file_uuid: &str) -> Result<Vec<crate::core::tkg::models::TkgOperationLog>> {
+    pub async fn get_operations(
+        pool: &PgPool,
+        file_uuid: &str,
+    ) -> Result<Vec<crate::core::tkg::models::TkgOperationLog>> {
         let table = schema::table_name("tkg_operation_log");
-        let rows = sqlx::query_as::<_, (i64, String, String, Option<String>, Option<String>, i32, i32, i32, i32, i32, i32, String, Option<String>, String, Option<String>, Option<serde_json::Value>)>(&format!(
+        let rows = sqlx::query_as::<
+            _,
+            (
+                i64,
+                String,
+                String,
+                Option<String>,
+                Option<String>,
+                i32,
+                i32,
+                i32,
+                i32,
+                i32,
+                i32,
+                String,
+                Option<String>,
+                String,
+                Option<String>,
+                Option<serde_json::Value>,
+            ),
+        >(&format!(
             "SELECT id, file_uuid, operation, node_type, edge_type, \
                     nodes_created, nodes_updated, nodes_deleted, \
                     edges_created, edges_updated, edges_deleted, \
@@ -86,34 +121,35 @@ impl TkgLogger {
         .fetch_all(pool)
         .await?;
 
-        Ok(rows.into_iter().map(|r| crate::core::tkg::models::TkgOperationLog {
+        Ok(rows
-            id: r.0,
+            .into_iter()
-            file_uuid: r.1,
+            .map(|r| crate::core::tkg::models::TkgOperationLog {
-            operation: r.2,
+                id: r.0,
-            node_type: r.3,
+                file_uuid: r.1,
-            edge_type: r.4,
+                operation: r.2,
-            nodes_created: r.5,
+                node_type: r.3,
-            nodes_updated: r.6,
+                edge_type: r.4,
-            nodes_deleted: r.7,
+                nodes_created: r.5,
-            edges_created: r.8,
+                nodes_updated: r.6,
-            edges_updated: r.9,
+                nodes_deleted: r.7,
-            edges_deleted: r.10,
+                edges_created: r.8,
-            status: r.11,
+                edges_updated: r.9,
-            error_message: r.12,
+                edges_deleted: r.10,
-            started_at: r.13,
+                status: r.11,
-            completed_at: r.14,
+                error_message: r.12,
-            properties: r.15,
+                started_at: r.13,
-        }).collect())
+                completed_at: r.14,
+                properties: r.15,
+            })
+            .collect())
     }
 
     pub async fn delete_operations(pool: &PgPool, file_uuid: &str) -> Result<i64> {
         let table = schema::table_name("tkg_operation_log");
-        let result = sqlx::query(&format!(
+        let result = sqlx::query(&format!("DELETE FROM {table} WHERE file_uuid = $1"))
-            "DELETE FROM {table} WHERE file_uuid = $1"
+            .bind(file_uuid)
-        ))
+            .execute(pool)
-        .bind(file_uuid)
+            .await?;
-        .execute(pool)
-        .await?;
         Ok(result.rows_affected() as i64)
     }
 }

src/core/tkg/mod.rs

@@ -1,7 +1,7 @@
-pub mod service;
 pub mod log;
 pub mod models;
+pub mod service;
 
-pub use service::TkgService;
 pub use log::TkgLogger;
 pub use models::*;
+pub use service::TkgService;

src/core/tkg/models.rs

@@ -57,15 +57,26 @@ pub struct TkgBuildStats {
 
 impl TkgBuildStats {
     pub fn total_nodes(&self) -> i32 {
-        self.face_track_nodes + self.gaze_track_nodes + self.lip_track_nodes
+        self.face_track_nodes
-            + self.text_region_nodes + self.appearance_trace_nodes + self.accessory_nodes
+            + self.gaze_track_nodes
-            + self.object_nodes + self.hand_nodes + self.speaker_nodes
+            + self.lip_track_nodes
+            + self.text_region_nodes
+            + self.appearance_trace_nodes
+            + self.accessory_nodes
+            + self.object_nodes
+            + self.hand_nodes
+            + self.speaker_nodes
     }
 
     pub fn total_edges(&self) -> i32 {
-        self.co_occurrence_edges + self.speaker_face_edges + self.face_face_edges
+        self.co_occurrence_edges
-            + self.mutual_gaze_edges + self.lip_sync_edges + self.has_appearance_edges
+            + self.speaker_face_edges
-            + self.wears_edges + self.hand_object_edges
+            + self.face_face_edges
+            + self.mutual_gaze_edges
+            + self.lip_sync_edges
+            + self.has_appearance_edges
+            + self.wears_edges
+            + self.hand_object_edges
     }
 
     pub fn to_json(&self) -> serde_json::Value {

src/core/tkg/service.rs

@@ -1,5 +1,5 @@
-use crate::core::db::PostgresDb;
 use crate::core::db::schema;
+use crate::core::db::PostgresDb;
 use crate::core::tkg::log::TkgLogger;
 use crate::core::tkg::models::{TkgBuildStats, TkgOperationLog};
 use anyhow::Result;
@@ -20,8 +20,11 @@ impl TkgService {
         let mut logger = TkgLogger::new(self.db.pool().clone());
         logger.log_id = Some(log_id);
 
-        let redis = crate::core::db::RedisClient::new().ok().map(|r| std::sync::Arc::new(r));
+        let redis = crate::core::db::RedisClient::new()
-        let result = crate::core::processor::tkg::build_tkg(&self.db, file_uuid, output_dir, redis).await;
+            .ok()
+            .map(|r| std::sync::Arc::new(r));
+        let result =
+            crate::core::processor::tkg::build_tkg(&self.db, file_uuid, output_dir, redis).await;
 
         match result {
             Ok(r) => {
@@ -45,8 +48,12 @@ impl TkgService {
                     hand_object_edges: r.hand_object_edges as i32,
                 };
                 logger.complete_operation(None).await?;
-                tracing::info!("[TKG-Service] Build completed for {}: {} nodes, {} edges",
+                tracing::info!(
-                    file_uuid, stats.total_nodes(), stats.total_edges());
+                    "[TKG-Service] Build completed for {}: {} nodes, {} edges",
+                    file_uuid,
+                    stats.total_nodes(),
+                    stats.total_edges()
+                );
                 Ok(stats)
             }
             Err(e) => {
@@ -57,7 +64,12 @@ impl TkgService {
         }
     }
 
-    pub async fn rebuild(&self, file_uuid: &str, output_dir: &str, force: bool) -> Result<TkgBuildStats> {
+    pub async fn rebuild(
+        &self,
+        file_uuid: &str,
+        output_dir: &str,
+        force: bool,
+    ) -> Result<TkgBuildStats> {
         let operation = if force { "rebuild_force" } else { "rebuild" };
         let log_id = TkgLogger::start_operation(self.db.pool(), file_uuid, operation).await?;
 
@@ -70,7 +82,11 @@ impl TkgService {
         // Update the original log entry
         if let Some(id) = Some(log_id) {
             let table = schema::table_name("tkg_operation_log");
-            let status = if result.is_ok() { "completed" } else { "failed" };
+            let status = if result.is_ok() {
+                "completed"
+            } else {
+                "failed"
+            };
             let error = result.as_ref().err().map(|e| e.to_string());
             sqlx::query(&format!(
                 "UPDATE {table} SET status = $1, error_message = $2, completed_at = NOW() WHERE id = $3"
@@ -92,11 +108,15 @@ impl TkgService {
 
         match result {
             Ok(_) => {
-                TkgLogger::new(self.db.pool().clone()).complete_operation(None).await?;
+                TkgLogger::new(self.db.pool().clone())
+                    .complete_operation(None)
+                    .await?;
                 Ok(())
             }
             Err(e) => {
-                TkgLogger::new(self.db.pool().clone()).complete_operation(Some(&e.to_string())).await?;
+                TkgLogger::new(self.db.pool().clone())
+                    .complete_operation(Some(&e.to_string()))
+                    .await?;
                 Err(e)
             }
         }
@@ -107,23 +127,23 @@ impl TkgService {
         let edges_table = schema::table_name("tkg_edges");
 
         // Delete edges first (foreign key constraint)
-        let edges_deleted = sqlx::query(&format!(
+        let edges_deleted = sqlx::query(&format!("DELETE FROM {edges_table} WHERE file_uuid = $1"))
-            "DELETE FROM {edges_table} WHERE file_uuid = $1"
+            .bind(file_uuid)
-        ))
+            .execute(self.db.pool())
-        .bind(file_uuid)
+            .await?;
-        .execute(self.db.pool())
-        .await?;
 
         // Delete nodes
-        let nodes_deleted = sqlx::query(&format!(
+        let nodes_deleted = sqlx::query(&format!("DELETE FROM {nodes_table} WHERE file_uuid = $1"))
-            "DELETE FROM {nodes_table} WHERE file_uuid = $1"
+            .bind(file_uuid)
-        ))
+            .execute(self.db.pool())
-        .bind(file_uuid)
+            .await?;
-        .execute(self.db.pool())
-        .await?;
 
-        tracing::info!("[TKG-Service] Deleted {} nodes and {} edges for {}",
+        tracing::info!(
-            nodes_deleted.rows_affected(), edges_deleted.rows_affected(), file_uuid);
+            "[TKG-Service] Deleted {} nodes and {} edges for {}",
+            nodes_deleted.rows_affected(),
+            edges_deleted.rows_affected(),
+            file_uuid
+        );
 
         Ok(())
     }

src/core/tmdb/face_agent.rs

@@ -69,7 +69,10 @@ pub async fn match_faces_against_tmdb(db: &PostgresDb, file_uuid: &str) -> Resul
         info!("[TKG-MATCH] No TMDb identity seeds in _seeds collection");
         return Ok(0);
     }
-    info!("[TKG-MATCH] {} TMDb seeds loaded from _seeds", tmdb_rows.len());
+    info!(
+        "[TKG-MATCH] {} TMDb seeds loaded from _seeds",
+        tmdb_rows.len()
+    );
 
     // Step 2: Load face embeddings from Qdrant _faces, grouped by trace_id
     let face_filter = serde_json::json!({
@@ -81,7 +84,10 @@ pub async fn match_faces_against_tmdb(db: &PostgresDb, file_uuid: &str) -> Resul
     let face_points = match qdrant.scroll_all_points("_faces", face_filter, 1000).await {
         Ok(pts) => pts,
         Err(e) => {
-            warn!("[TKG-MATCH] Failed to scroll _faces for {}: {}", file_uuid, e);
+            warn!(
+                "[TKG-MATCH] Failed to scroll _faces for {}: {}",
+                file_uuid, e
+            );
             return Ok(0);
         }
     };
@@ -118,7 +124,11 @@ pub async fn match_faces_against_tmdb(db: &PostgresDb, file_uuid: &str) -> Resul
     }
 
     let total = trace_faces.len();
-    info!("[TKG-MATCH] {} traces with {} faces", total, face_points.len());
+    info!(
+        "[TKG-MATCH] {} traces with {} faces",
+        total,
+        face_points.len()
+    );
 
     // Step 3: Iterative matching
     const TH: f32 = 0.50;
@@ -341,7 +351,9 @@ async fn quality_check_temporal_collisions_qdrant(
             ]
         });
         let payload = serde_json::json!({"identity_id": serde_json::Value::Null});
-        let _ = qdrant.update_payload_by_filter("_faces", filter, payload).await;
+        let _ = qdrant
+            .update_payload_by_filter("_faces", filter, payload)
+            .await;
 
         unbound += 1;
         warn!("[TKG-QC] Collision identity={}: trace {} vs trace {} ({} overlap frames). Unbound trace {} ({} points)",

src/main.rs

@@ -13,6 +13,7 @@ fn init_tracing() {
     tracing_subscriber::fmt()
         .with_env_filter(tracing_subscriber::EnvFilter::from_default_env())
         .with_target(true)
+        .with_writer(|| std::io::LineWriter::new(std::io::stdout()))
         .init();
 }
 

src/playground.rs

@@ -2335,7 +2335,8 @@ async fn main() -> Result<()> {
             // Build TKG
             println!("\nBuilding TKG...");
             let tkg_result =
-                momentry_core::core::processor::tkg::build_tkg(&db, &uuid, &output_dir, None).await?;
+                momentry_core::core::processor::tkg::build_tkg(&db, &uuid, &output_dir, None)
+                    .await?;
             println!(
                 "✓ TKG built: {} nodes, {} edges",
                 tkg_result.face_track_nodes + tkg_result.hand_nodes + tkg_result.object_nodes,

src/worker/job_worker.rs

@@ -9,7 +9,6 @@ use tracing::{debug, error, info, warn};
 use crate::api::identity_agent_api::run_identity_agent;
 use crate::core::chunk::rule1_ingest;
 use crate::core::config::OUTPUT_DIR;
-use crate::core::progress::{publish_pipeline_progress, PipelineProgress};
 use crate::core::db::qdrant_db::QdrantDb;
 use crate::core::db::{
     schema, MonitorJobStatus, PostgresDb, ProcessorJobStatus, RedisClient, VectorPayload,
@@ -17,6 +16,7 @@ use crate::core::db::{
 };
 use crate::core::embedding::Embedder;
 use crate::core::processor::heuristic_scene::generate_scene_meta;
+use crate::core::progress::{publish_pipeline_progress, PipelineProgress};
 use crate::worker::config::WorkerConfig;
 use crate::worker::processor::{ProcessorPool, ProcessorTask};
 use crate::worker::resources::SystemResources;
@@ -206,7 +206,10 @@ impl JobWorker {
                 let should_retry = self
                     .check_and_complete_job(job.id, &job.uuid, &job.processors, expected_count)
                     .await
-                    .unwrap_or(false);
+                    .unwrap_or_else(|e| {
+                        error!("check_and_complete_job failed for {}: {}", job.uuid, e);
+                        false
+                    });
                 if should_retry && self.processor_pool.can_start().await {
                     if let Err(e) = self.process_job(job.clone()).await {
                         error!("Failed to reprocess job {}: {}", job.uuid, e);
@@ -281,7 +284,10 @@ impl JobWorker {
         // Check if job still exists in database (may have been deleted by unregister)
         let current_job = self.db.get_monitor_job_by_uuid(&job.uuid).await?;
         if current_job.is_none() {
-            info!("Job {} no longer exists in database (possibly unregistered), skipping", job.uuid);
+            info!(
+                "Job {} no longer exists in database (possibly unregistered), skipping",
+                job.uuid
+            );
             return Ok(());
         }
 
@@ -313,9 +319,17 @@ impl JobWorker {
             .await?;
 
         // Clear any stale PipelineProgress from previous jobs
-        let progress_key = format!("{}progress:{}:pipeline", crate::core::config::REDIS_KEY_PREFIX.as_str(), job.uuid);
+        let progress_key = format!(
+            "{}progress:{}:pipeline",
+            crate::core::config::REDIS_KEY_PREFIX.as_str(),
+            job.uuid
+        );
         if let Ok(mut conn) = self.redis.get_conn().await {
-            let _: Option<String> = redis::cmd("DEL").arg(&progress_key).query_async(&mut conn).await.ok();
+            let _: Option<String> = redis::cmd("DEL")
+                .arg(&progress_key)
+                .query_async(&mut conn)
+                .await
+                .ok();
         }
 
         self.db
@@ -389,8 +403,12 @@ impl JobWorker {
                     let is_stale = if let Ok(modified) = meta.modified() {
                         if let Ok(elapsed) = modified.elapsed() {
                             elapsed.as_secs() > 120
-                        } else { false }
+                        } else {
-                    } else { false };
+                            false
+                        }
+                    } else {
+                        false
+                    };
 
                     // 條件 3: 檢查程序是否還在跑
                     let proc_name = processor_type.as_str();
@@ -400,8 +418,8 @@ impl JobWorker {
                         .ok()
                         .and_then(|out| String::from_utf8(out.stdout).ok())
                         .map(|out| {
-                            out.contains(&format!("{}_processor", proc_name)) || 
                             out.contains(&format!("{}_processor", proc_name))
+                                || out.contains(&format!("{}_processor", proc_name))
                         })
                         .unwrap_or(false);
 
@@ -1272,7 +1290,8 @@ impl JobWorker {
         // TKG may create 0 nodes/edges for videos with minimal content
         let has_asr_or_asrx_for_tkg =
             job_processors.is_empty() || job_processors.iter().any(|p| p == "asrx" || p == "asr");
-        let has_face_for_tkg = job_processors.is_empty() || job_processors.iter().any(|p| p == "face");
+        let has_face_for_tkg =
+            job_processors.is_empty() || job_processors.iter().any(|p| p == "face");
 
         let tkg_done: bool = if has_asr_or_asrx_for_tkg && has_face_for_tkg {
             // TKG is done if face traces are complete (TKG runs after face tracing)
@@ -1360,9 +1379,11 @@ impl JobWorker {
         });
 
         // Check for missing processors (in job_processors but not in results)
-        let missing_processors: Vec<String> = job_processors.iter().filter(|p| {
+        let missing_processors: Vec<String> = job_processors
-            !results.iter().any(|r| r.processor_type.as_str() == *p)
+            .iter()
-        }).cloned().collect();
+            .filter(|p| !results.iter().any(|r| r.processor_type.as_str() == *p))
+            .cloned()
+            .collect();
 
         if !missing_processors.is_empty() {
             info!(
@@ -1602,8 +1623,18 @@ impl JobWorker {
                                         }
                                     }
                                     let mut pp = PipelineProgress::new(&uuid_clone);
-                                    pp.update_stage("rule1_ingestion", 1.0, "completed", Some(format!("{} chunks", count)));
+                                    pp.update_stage(
-                                    publish_pipeline_progress(redis_clone.as_ref(), &uuid_clone, &pp).await;
+                                        "rule1_ingestion",
+                                        1.0,
+                                        "completed",
+                                        Some(format!("{} chunks", count)),
+                                    );
+                                    publish_pipeline_progress(
+                                        redis_clone.as_ref(),
+                                        &uuid_clone,
+                                        &pp,
+                                    )
+                                    .await;
                                     info!("📦 Phase 1 release packaging...");
                                     let executor =
                                         match crate::core::processor::PythonExecutor::new() {
@@ -1653,87 +1684,113 @@ impl JobWorker {
             // 🚀 P2 Trigger: Face Trace + DB Store (after Face)
             // Runs face_tracker.py (IoU+embedding tracking), stores trace_id + position in DB
             if has_face {
-                info!("📝 Face completed, triggering face trace + DB store...");
+                let traced_path = format!(
-                let db_clone = self.db.clone();
+                    "{}{}.face_traced.json",
-                let redis_clone = self.redis.clone();
+                    crate::core::config::OUTPUT_DIR
-                let uuid_clone = uuid.to_string();
+                        .as_str()
-                tokio::spawn(async move {
+                        .trim_end_matches('/'),
-                    let executor = match crate::core::processor::PythonExecutor::new() {
+                    uuid
-                        Ok(ex) => ex,
+                );
-                        Err(e) => {
+                if std::path::Path::new(&traced_path).exists() {
-                            error!("Failed to create PythonExecutor for face trace: {}", e);
+                    info!("✅ Face trace already done for {}, skipping spawn", uuid);
-                            return;
+                } else {
-                        }
+                    info!("📝 Face completed, triggering face trace + DB store...");
-                    };
+                    let db_clone = self.db.clone();
-                    match executor
+                    let redis_clone = self.redis.clone();
-                        .run(
+                    let uuid_clone = uuid.to_string();
-                            "store_traced_faces.py",
+                    tokio::spawn(async move {
-                            &["--file-uuid", &uuid_clone],
+                        let executor = match crate::core::processor::PythonExecutor::new() {
-                            Some(&uuid_clone),
+                            Ok(ex) => ex,
-                            "TRACE_STORE",
+                            Err(e) => {
-                            Some(std::time::Duration::from_secs(600)),
+                                error!("Failed to create PythonExecutor for face trace: {}", e);
-                        )
+                                return;
-                        .await
+                            }
-                    {
+                        };
-                        Ok(()) => {
+                        match executor
-                            info!("✅ Face trace + DB store completed for {}", uuid_clone);
+                            .run(
+                                "store_traced_faces.py",
+                                &["--file-uuid", &uuid_clone],
+                                Some(&uuid_clone),
+                                "TRACE_STORE",
+                                Some(std::time::Duration::from_secs(600)),
+                            )
+                            .await
+                        {
+                            Ok(()) => {
+                                info!("✅ Face trace + DB store completed for {}", uuid_clone);
 
-                            // Query trace count and distribution
+                                // Query trace count and distribution
-                            let trace_count = match db_clone
+                                let trace_count =
-                                .get_trace_count_by_file(&uuid_clone)
+                                    match db_clone.get_trace_count_by_file(&uuid_clone).await {
-                                .await
+                                        Ok(c) => c,
-                            {
+                                        Err(e) => {
-                                Ok(c) => c,
+                                            error!(
-                                Err(e) => {
+                                                "Failed to get trace count for {}: {}",
-                                    error!("Failed to get trace count for {}: {}", uuid_clone, e);
+                                                uuid_clone, e
-                                    0
+                                            );
-                                }
+                                            0
-                            };
+                                        }
+                                    };
 
-                            let (single_frame, multi_frame) = match db_clone
+                                let (single_frame, multi_frame) = match db_clone
-                                .get_trace_frame_count_distribution(&uuid_clone)
+                                    .get_trace_frame_count_distribution(&uuid_clone)
-                                .await
+                                    .await
-                            {
+                                {
-                                Ok(dist) => dist,
+                                    Ok(dist) => dist,
-                                Err(e) => {
+                                    Err(e) => {
-                                    error!(
+                                        error!(
-                                        "Failed to get trace distribution for {}: {}",
+                                            "Failed to get trace distribution for {}: {}",
-                                        uuid_clone, e
+                                            uuid_clone, e
+                                        );
+                                        (0, 0)
+                                    }
+                                };
+
+                                let trace_status =
+                                    crate::core::processor::TraceStatus::from_trace_count(
+                                        trace_count,
                                     );
-                                    (0, 0)
+                                info!(
-                                }
-                            };
-
-                            let trace_status =
-                                crate::core::processor::TraceStatus::from_trace_count(trace_count);
-                            info!(
                                 "📊 Trace status: {} (total={}, single_frame={}, multi_frame={}) for {}",
                                 trace_status, trace_count, single_frame, multi_frame, uuid_clone
                             );
 
-                            // Update processor_results trace_status for Face
+                                // Update processor_results trace_status for Face
-                            if let Err(e) = db_clone
+                                if let Err(e) = db_clone
-                                .update_trace_status_for_face(
+                                    .update_trace_status_for_face(
-                                    &uuid_clone,
+                                        &uuid_clone,
-                                    &trace_status,
+                                        &trace_status,
-                                    trace_count,
+                                        trace_count,
-                                    single_frame,
+                                        single_frame,
-                                    multi_frame,
+                                        multi_frame,
-                                )
+                                    )
-                                .await
+                                    .await
-                            {
+                                {
-                                error!("Failed to update trace_status for {}: {}", uuid_clone, e);
+                                    error!(
-                            }
+                                        "Failed to update trace_status for {}: {}",
+                                        uuid_clone, e
+                                    );
+                                }
 
-                            let mut pp = PipelineProgress::new(&uuid_clone);
+                                let mut pp = PipelineProgress::new(&uuid_clone);
-                            pp.update_stage("face_tracing", 1.0, "completed", Some(format!("{} traces ({} single, {} multi)", trace_count, single_frame, multi_frame)));
+                                pp.update_stage(
-                            publish_pipeline_progress(redis_clone.as_ref(), &uuid_clone, &pp).await;
+                                    "face_tracing",
+                                    1.0,
+                                    "completed",
+                                    Some(format!(
+                                        "{} traces ({} single, {} multi)",
+                                        trace_count, single_frame, multi_frame
+                                    )),
+                                );
+                                publish_pipeline_progress(redis_clone.as_ref(), &uuid_clone, &pp)
+                                    .await;
+                            }
+                            Err(e) => {
+                                error!("❌ Face trace + DB store failed for {}: {}", uuid_clone, e)
+                            }
                         }
-                        Err(e) => {
+                    });
-                            error!("❌ Face trace + DB store failed for {}: {}", uuid_clone, e)
+                }
-                        }
-                    }
-                });
             }
 
             // 🚀 P2.5 Trigger: TMDb Face Matching (after Face, if TMDb data exists)
@@ -1841,7 +1898,8 @@ impl JobWorker {
                 let has_seeds = {
                     use crate::core::db::qdrant_db::QdrantDb;
                     let qdrant = QdrantDb::new();
-                    let schema = std::env::var("DATABASE_SCHEMA").unwrap_or_else(|_| "dev".to_string());
+                    let schema =
+                        std::env::var("DATABASE_SCHEMA").unwrap_or_else(|_| "dev".to_string());
                     let seeds_collection = if schema == "public" {
                         "momentry_public_seeds"
                     } else {
@@ -1850,7 +1908,7 @@ impl JobWorker {
                     let filter = serde_json::json!({
                         "must": [{"key": "file_uuid", "match": {"value": uuid}}]
                     });
-                    match qdrant.scroll_all_points("_seeds", filter, 1).await {
+                    match qdrant.scroll_all_points("_seeds", filter, 100).await {
                         Ok(points) => !points.is_empty(),
                         Err(e) => {
                             warn!("Failed to check _seeds for {}: {}", uuid, e);
@@ -1860,62 +1918,140 @@ impl JobWorker {
                 };
 
                 if has_seeds {
-                    info!("📝 Prerequisites met for Identity Agent (has seeds). Starting analysis...");
+                    info!(
+                        "📝 Prerequisites met for Identity Agent (has seeds). Starting analysis..."
+                    );
                     let db_clone = self.db.clone();
                     let redis_clone = self.redis.clone();
                     let uuid_clone = uuid.to_string();
                     tokio::spawn(async move {
-                        match run_identity_agent(&db_clone, &uuid_clone, Some(redis_clone.clone())).await {
+                        match run_identity_agent(&db_clone, &uuid_clone, Some(redis_clone.clone()))
+                            .await
+                        {
                             Ok(()) => {
                                 info!("✅ Identity Agent completed for {}", uuid_clone);
                                 let mut pp = PipelineProgress::new(&uuid_clone);
                                 pp.update_stage("identity_agent", 1.0, "completed", None);
-                                publish_pipeline_progress(redis_clone.as_ref(), &uuid_clone, &pp).await;
+                                publish_pipeline_progress(redis_clone.as_ref(), &uuid_clone, &pp)
+                                    .await;
                             }
                             Err(e) => error!("❌ Identity Agent failed for {}: {}", uuid_clone, e),
                         }
                     });
                 } else {
-                    info!("📝 Skipping Identity Agent for {} (no seed identities)", uuid);
+                    info!(
+                        "📝 Skipping Identity Agent for {} (no seed identities)",
+                        uuid
+                    );
                 }
             }
 
             // 🚀 P4 Trigger: TKG Build (Face + ASRX) → then Rule2 ingestion
-            // Note: build_tkg uses ON CONFLICT, so it's safe to call multiple times
             if has_face && has_asrx {
-                info!("📝 Prerequisites met for TKG Build. Starting graph construction...");
+                let tkg_table = crate::core::db::schema::table_name("tkg_edges");
-                let db_clone = self.db.clone();
+                let tkg_done: bool = sqlx::query_scalar::<_, i32>(&format!(
-                let redis_clone = self.redis.clone();
+                    "SELECT 1 FROM {tkg_table} WHERE file_uuid = $1 LIMIT 1"
-                let uuid_clone = uuid.to_string();
+                ))
-                let output_dir_clone = crate::core::config::OUTPUT_DIR.clone();
+                .bind(uuid)
-                tokio::spawn(async move {
+                .fetch_optional(self.db.pool())
-                    match crate::core::processor::tkg::build_tkg(&db_clone, &uuid_clone, &output_dir_clone, Some(redis_clone.clone())).await {
+                .await
-                        Ok(r) => {
+                .unwrap_or(None)
-                            let total_nodes = r.face_track_nodes + r.gaze_track_nodes + r.lip_track_nodes + r.text_region_nodes + r.appearance_trace_nodes + r.accessory_nodes + r.object_nodes + r.hand_nodes + r.speaker_nodes;
+                .unwrap_or(0)
-                            let total_edges = r.co_occurrence_edges + r.speaker_face_edges + r.face_face_edges + r.mutual_gaze_edges + r.lip_sync_edges + r.has_appearance_edges + r.wears_edges + r.hand_object_edges;
+                    > 0;
-                            info!("✅ TKG build completed for {}: {} nodes, {} edges", uuid_clone, total_nodes, total_edges);
 
-                            let mut pp = PipelineProgress::new(&uuid_clone);
+                if tkg_done {
-                            pp.update_stage("tkg_nodes", 1.0, "completed", Some(format!("{} nodes", total_nodes)));
+                    info!("✅ TKG already built for {}, skipping spawn", uuid);
-                            pp.update_stage("tkg_edges", 1.0, "completed", Some(format!("{} edges", total_edges)));
+                } else {
-                            publish_pipeline_progress(redis_clone.as_ref(), &uuid_clone, &pp).await;
+                    info!("📝 Prerequisites met for TKG Build. Starting graph construction...");
+                    let db_clone = self.db.clone();
+                    let redis_clone = self.redis.clone();
+                    let uuid_clone = uuid.to_string();
+                    let output_dir_clone = crate::core::config::OUTPUT_DIR.clone();
+                    tokio::spawn(async move {
+                        match crate::core::processor::tkg::build_tkg(
+                            &db_clone,
+                            &uuid_clone,
+                            &output_dir_clone,
+                            Some(redis_clone.clone()),
+                        )
+                        .await
+                        {
+                            Ok(r) => {
+                                let total_nodes = r.face_track_nodes
+                                    + r.gaze_track_nodes
+                                    + r.lip_track_nodes
+                                    + r.text_region_nodes
+                                    + r.appearance_trace_nodes
+                                    + r.accessory_nodes
+                                    + r.object_nodes
+                                    + r.hand_nodes
+                                    + r.speaker_nodes;
+                                let total_edges = r.co_occurrence_edges
+                                    + r.speaker_face_edges
+                                    + r.face_face_edges
+                                    + r.mutual_gaze_edges
+                                    + r.lip_sync_edges
+                                    + r.has_appearance_edges
+                                    + r.wears_edges
+                                    + r.hand_object_edges;
+                                info!(
+                                    "✅ TKG build completed for {}: {} nodes, {} edges",
+                                    uuid_clone, total_nodes, total_edges
+                                );
 
-                            // Trigger Rule 2 ingestion after TKG complete
+                                let mut pp = PipelineProgress::new(&uuid_clone);
-                            if total_edges > 0 {
+                                pp.update_stage(
-                                match crate::core::chunk::rule2_ingest::ingest_rule2(db_clone.pool(), &uuid_clone, None, None).await {
+                                    "tkg_nodes",
-                                    Ok(rule2_count) => {
+                                    1.0,
-                                        info!("✅ Rule 2 ingestion completed for {}: {} relationship chunks", uuid_clone, rule2_count);
+                                    "completed",
-                                        let mut pp = PipelineProgress::new(&uuid_clone);
+                                    Some(format!("{} nodes", total_nodes)),
-                                        pp.update_stage("rule2_ingestion", 1.0, "completed", Some(format!("{} chunks", rule2_count)));
+                                );
-                                        publish_pipeline_progress(redis_clone.as_ref(), &uuid_clone, &pp).await;
+                                pp.update_stage(
+                                    "tkg_edges",
+                                    1.0,
+                                    "completed",
+                                    Some(format!("{} edges", total_edges)),
+                                );
+                                publish_pipeline_progress(redis_clone.as_ref(), &uuid_clone, &pp)
+                                    .await;
+
+                                // Trigger Rule 2 ingestion after TKG complete
+                                if total_edges > 0 {
+                                    match crate::core::chunk::rule2_ingest::ingest_rule2(
+                                        db_clone.pool(),
+                                        &uuid_clone,
+                                        None,
+                                        None,
+                                    )
+                                    .await
+                                    {
+                                        Ok(rule2_count) => {
+                                            info!("✅ Rule 2 ingestion completed for {}: {} relationship chunks", uuid_clone, rule2_count);
+                                            let mut pp = PipelineProgress::new(&uuid_clone);
+                                            pp.update_stage(
+                                                "rule2_ingestion",
+                                                1.0,
+                                                "completed",
+                                                Some(format!("{} chunks", rule2_count)),
+                                            );
+                                            publish_pipeline_progress(
+                                                redis_clone.as_ref(),
+                                                &uuid_clone,
+                                                &pp,
+                                            )
+                                            .await;
+                                        }
+                                        Err(e) => error!(
+                                            "❌ Rule 2 ingestion failed for {}: {}",
+                                            uuid_clone, e
+                                        ),
                                     }
-                                    Err(e) => error!("❌ Rule 2 ingestion failed for {}: {}", uuid_clone, e),
                                 }
                             }
+                            Err(e) => error!("❌ TKG build failed for {}: {}", uuid_clone, e),
                         }
-                        Err(e) => error!("❌ TKG build failed for {}: {}", uuid_clone, e),
+                    });
-                    }
+                }
-                });
             }
 
             if !Self::ingestion_complete(self.db.pool(), uuid, job_processors).await {

src/worker/processor.rs

@@ -1505,7 +1505,13 @@ impl ProcessorPool {
                 "end_frame": segment.end_frame,
             });
 
-            pre_chunks_to_store.push((segment.start_frame as i64, Some(segment.start_time), data, None, None));
+            pre_chunks_to_store.push((
+                segment.start_frame as i64,
+                Some(segment.start_time),
+                data,
+                None,
+                None,
+            ));
 
             speaker_detections.push((
                 segment.speaker_id.clone().unwrap_or_default(),