feat(discovery): trending sort heuristic over world_visits with decay weighting

This commit is contained in:
2026-09-15 20:59:46 +00:00
parent 77d4ea5669
commit 6684578701
3 changed files with 152 additions and 1 deletions
+15 -1
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@@ -16,6 +16,8 @@ from app.database import get_db
from app.dependencies import OptionalUser
from app.models.world import World, WorldVisibility
from app.models.world_visit import WorldVisit
from app.services.trending import get_trending_subquery
router = APIRouter()
@@ -208,11 +210,23 @@ async def list_discovery_worlds(
total = (await db.execute(count_query)).scalar_one()
# Sort
if sort == "most_played":
if sort == "trending":
trending_subq = get_trending_subquery()
base_query = (
base_query
.outerjoin(trending_subq, World.id == trending_subq.c.trending_world_id)
.order_by(
func.coalesce(trending_subq.c.trending_score, 0.0).desc(),
World.play_count.desc(),
World.created_at.desc(),
)
)
elif sort == "most_played":
base_query = base_query.order_by(World.play_count.desc(), World.created_at.desc())
else: # default: newest
base_query = base_query.order_by(World.created_at.desc())
# Pagination & load owner
query = (
base_query
+34
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@@ -0,0 +1,34 @@
"""Trending recommendation heuristic service.
docs/planning/discovery.md (task 33706f401ad9).
"""
from sqlalchemy import case, func, select, text
from app.models.world_visit import WorldVisit
def get_trending_subquery(days: int = 7):
"""Build a subquery that computes a decay-weighted trending score per world_id.
Decay weights:
- Visited within 24 hours: weight 3.0
- Visited within 3 days: weight 2.0
- Visited within 7 days: weight 1.0
"""
trending_weight = case(
(WorldVisit.visited_at >= func.now() - text("interval '1 day'"), 3.0),
(WorldVisit.visited_at >= func.now() - text("interval '3 days'"), 2.0),
else_=1.0,
)
interval_str = f"interval '{days} days'"
subq = (
select(
WorldVisit.world_id.label("trending_world_id"),
func.coalesce(func.sum(trending_weight), 0.0).label("trending_score"),
)
.where(WorldVisit.visited_at >= func.now() - text(interval_str))
.group_by(WorldVisit.world_id)
.subquery("trending_scores")
)
return subq