"""face_embeddings table

Revision ID: 0005_face_embeddings
Revises: 0004_ocr_fts
Create Date: 2026-04-10

Create face_embeddings table with pgvector Vector(128) for SFace
recognition embeddings and HNSW index.
"""
from typing import Sequence, Union

from alembic import op

revision: str = "0005_face_embeddings"
down_revision: Union[str, None] = "0004_ocr_fts"
branch_labels: Union[str, Sequence[str], None] = None
depends_on: Union[str, Sequence[str], None] = None


def upgrade() -> None:
    op.execute("""
        CREATE TABLE IF NOT EXISTS face_embeddings (
            id VARCHAR PRIMARY KEY,
            photo_id VARCHAR NOT NULL REFERENCES photos(id) ON DELETE CASCADE,
            bbox JSONB,
            vector vector(128),
            cluster_id VARCHAR REFERENCES tags(id) ON DELETE SET NULL,
            quality FLOAT,
            created_at TIMESTAMPTZ DEFAULT now()
        )
    """)
    op.execute("CREATE INDEX IF NOT EXISTS ix_face_embeddings_photo_id ON face_embeddings(photo_id)")
    op.execute("CREATE INDEX IF NOT EXISTS ix_face_embeddings_cluster_id ON face_embeddings(cluster_id)")
    op.execute("""
        CREATE INDEX IF NOT EXISTS ix_face_embeddings_vector_hnsw
        ON face_embeddings USING hnsw (vector vector_cosine_ops)
    """)


def downgrade() -> None:
    op.execute("DROP TABLE IF EXISTS face_embeddings")