"""Popular Picks generator — high-popularity discovery pool picks.""" from __future__ import annotations from typing import Any, List from core.personalized.generators._common import coerce_tracks, get_service from core.personalized.specs import PlaylistKindSpec, get_registry from core.personalized.types import PlaylistConfig, Track KIND = 'popular_picks' def generate(deps: Any, variant: str, config: PlaylistConfig) -> List[Track]: service = get_service(deps) rows = service.get_popular_picks(limit=config.limit) return coerce_tracks(rows) SPEC = PlaylistKindSpec( kind=KIND, name_template='Popular Picks', description='High-popularity tracks from the discovery pool — what most people are listening to.', default_config=PlaylistConfig(limit=50, max_per_album=2, max_per_artist=3), generator=generate, requires_variant=False, tags=['discovery'], ) if get_registry().get(KIND) is None: get_registry().register(SPEC)