add optional ml model to sites table

add migration
add function to assign model to site + test

README.md

@@ -149,6 +149,7 @@ classDiagram
         + module_capacity_kw : Float
         + ml_id : Integer ≪ U ≫
         + client_uuid : UUID ≪ FK ≫
+        + ml_model_uuid : UUID ≪ FK ≫
     }
 
     class ClientSQL{
@@ -208,6 +209,7 @@ classDiagram
     SiteGroupSQL "1" -- "N" SiteGroupSiteSQL : contains
     SiteSQL "1" -- "N" GenerationSQL : generates
     SiteSQL "1" -- "N" ForecastSQL : forecasts
+    SiteSQL "N" -- "0" MLModelSQL : ml_model
     ForecastSQL "1" -- "N" ForecastValueSQL : contains
     MLModelSQL "1" -- "N" ForecastValueSQL : forecasts
     SiteSQL "1" -- "N" InverterSQL : contains

pvsite_datamodel/sqlmodels.py

@@ -35,6 +35,8 @@ class MLModelSQL(Base, CreatedMixin):
         "ForecastValueSQL", back_populates="ml_model"
     )
 
+    sites: Mapped[List["SiteSQL"]] = relationship("SiteSQL", back_populates="ml_model")
+
 
 class UserSQL(Base, CreatedMixin):
     """Class representing the users table.
@@ -181,6 +183,13 @@ class SiteSQL(Base, CreatedMixin):
         comment="The UUID of the client this site belongs to",
     )
 
+    ml_model_uuid = sa.Column(
+        UUID(as_uuid=True),
+        sa.ForeignKey("ml_model.model_uuid"),
+        nullable=True,
+        comment="The ML Model which should be used for this site",
+    )
+
     forecasts: Mapped[List["ForecastSQL"]] = relationship("ForecastSQL", back_populates="site")
     generation: Mapped[List["GenerationSQL"]] = relationship("GenerationSQL")
     inverters: Mapped[List["InverterSQL"]] = relationship(
@@ -190,6 +199,7 @@ class SiteSQL(Base, CreatedMixin):
         "SiteGroupSQL", secondary="site_group_sites", back_populates="sites"
     )
     client: Mapped[List["ClientSQL"]] = relationship("ClientSQL", back_populates="sites")
+    ml_model: Mapped[Optional[MLModelSQL]] = relationship("MLModelSQL", back_populates="sites")
 
 
 class ClientSQL(Base, CreatedMixin):

pvsite_datamodel/write/user_and_site.py

@@ -10,7 +10,7 @@
 from sqlalchemy.sql.functions import func
 
 from pvsite_datamodel.pydantic_models import PVSiteEditMetadata
-from pvsite_datamodel.read import get_user_by_email
+from pvsite_datamodel.read import get_or_create_model, get_site_by_uuid, get_user_by_email
 from pvsite_datamodel.sqlmodels import (
     ForecastSQL,
     ForecastValueSQL,
@@ -376,3 +376,16 @@ def delete_site_group(session: Session, site_group_name: str) -> str:
     session.commit()
 
     return message
+
+
+def assign_model_name_to_site(session: Session, site_uuid, model_name):
+    """
+    Assign a model name to a site.
+    """
+
+    site = get_site_by_uuid(session=session, site_uuid=site_uuid)
+
+    model = get_or_create_model(session=session, name=model_name)
+
+    site.ml_model_uuid = model.model_uuid
+    session.commit()

tests/conftest.py

@@ -36,6 +36,10 @@ def engine():
         os.environ["DB_URL"] = url
         command.upgrade(alembic_cfg, "head")
 
+        # If you haven't run alembic migration yet, you might want to just run the tests with this
+        # from pvsite_datamodel.sqlmodels import Base
+        # Base.metadata.create_all(engine)
+
         yield engine
 
 

tests/test_write.py

@@ -18,6 +18,7 @@
 from pvsite_datamodel.write.generation import insert_generation_values
 from pvsite_datamodel.write.user_and_site import (
     add_site_to_site_group,
+    assign_model_name_to_site,
     change_user_site_group,
     create_site,
     create_site_group,
@@ -342,3 +343,16 @@ def test_assign_site_to_client(db_session):
         f"Site with site uuid {site.site_uuid} successfully assigned "
         f"to the client {client.client_name}"
     )
+
+
+def test_assign_model_name_to_site(db_session):
+    """Test to assign a model name to a site"""
+    site = make_fake_site(db_session=db_session)
+
+    assign_model_name_to_site(db_session, site.site_uuid, "test_model")
+
+    assert site.ml_model.name == "test_model"
+
+    assign_model_name_to_site(db_session, site.site_uuid, "test_model_2")
+
+    assert site.ml_model.name == "test_model_2"