Fix[#27]: 데일리 가중치 스케줄러 버그 해결

app/services/daily_weight_resizer.py

@@ -5,7 +5,6 @@
 import numpy as np
 from collections import defaultdict
 import app
-from app.models import db_w2v_mapper
 from app.repositories.managed_action_log_repository import ManagedActionLogRepository
 from app.services import weight_strategy
 from app.enum.action_type import ActionType
@@ -64,15 +63,13 @@ async def resize_weight(
             directors = meta.get('director', {})
             countries = meta.get('country', {})
 
-            for _, genre_name in genres.items():
-                translated = db_w2v_mapper.translate_genre(genre_name)
-                if translated:
-                    genre_dict[translated] += resized_weight
-            for _, actor_name in actors.items():
+            for _, genre_name in genres:
+                genre_dict[genre_name] += resized_weight
+            for _, actor_name in actors:
                 actor_dict[actor_name] += resized_weight
-            for _, director_name in directors.items():
+            for _, director_name in directors:
                 director_dict[director_name] += resized_weight
-            for _, country_name in countries.items():
+            for _, country_name in countries:
                 country_dict[country_name] += resized_weight
 
 

app/util/weight_aging.py

@@ -4,7 +4,7 @@
 def exponential_decay_weight(original_weight: float, event_timestamp_ms: int, lambda_: float = 0.1) -> float:
     current_timestamp_ms = int(time.time() * 1000)
     delta_ms = current_timestamp_ms - event_timestamp_ms
-    delta_days = delta_ms / (1000 * 60 * 60 * 24)
+    delta_days = int(delta_ms / (1000 * 60 * 60 * 24))
 
     decayed_weight = original_weight * math.exp(-lambda_ * delta_days)
-    return round(decayed_weight, 2)
+    return decayed_weight