feat: add latest current and reference job status to modelout

api/app/models/model_dto.py

@@ -6,8 +6,11 @@
 from pydantic import BaseModel, ConfigDict, model_validator
 from pydantic.alias_generators import to_camel
 
+from app.db.dao.current_dataset_dao import CurrentDataset
 from app.db.dao.model_dao import Model
+from app.db.dao.reference_dataset_dao import ReferenceDataset
 from app.models.inferred_schema_dto import SupportedTypes
+from app.models.job_status import JobStatus
 from app.models.utils import is_none, is_number, is_number_or_string, is_optional_float
 
 
@@ -42,6 +45,7 @@ class OutputType(BaseModel, validate_assignment=True):
     prediction: ColumnDefinition
     prediction_proba: Optional[ColumnDefinition] = None
     output: List[ColumnDefinition]
+
     model_config = ConfigDict(populate_by_name=True, alias_generator=to_camel)
 
     def to_dict(self):
@@ -175,6 +179,8 @@ class ModelOut(BaseModel):
     updated_at: str
     latest_reference_uuid: Optional[UUID]
     latest_current_uuid: Optional[UUID]
+    latest_reference_job_status: JobStatus
+    latest_current_job_status: JobStatus
 
     model_config = ConfigDict(
         populate_by_name=True, alias_generator=to_camel, protected_namespaces=()
@@ -183,9 +189,27 @@ class ModelOut(BaseModel):
     @staticmethod
     def from_model(
         model: Model,
-        latest_reference_uuid: Optional[UUID] = None,
-        latest_current_uuid: Optional[UUID] = None,
+        latest_reference_dataset: Optional[ReferenceDataset] = None,
+        latest_current_dataset: Optional[CurrentDataset] = None,
     ):
+        latest_reference_uuid = (
+            latest_reference_dataset.uuid if latest_reference_dataset else None
+        )
+        latest_current_uuid = (
+            latest_current_dataset.uuid if latest_current_dataset else None
+        )
+
+        latest_reference_job_status = (
+            latest_reference_dataset.status
+            if latest_reference_dataset
+            else JobStatus.MISSING_REFERENCE
+        )
+        latest_current_job_status = (
+            latest_current_dataset.status
+            if latest_current_dataset
+            else JobStatus.MISSING_CURRENT
+        )
+
         return ModelOut(
             uuid=model.uuid,
             name=model.name,
@@ -203,4 +227,6 @@ def from_model(
             updated_at=str(model.updated_at),
             latest_reference_uuid=latest_reference_uuid,
             latest_current_uuid=latest_current_uuid,
+            latest_reference_job_status=latest_reference_job_status,
+            latest_current_job_status=latest_current_job_status,
         )

api/app/services/model_service.py

@@ -6,7 +6,9 @@
 from app.db.dao.current_dataset_dao import CurrentDatasetDAO
 from app.db.dao.model_dao import ModelDAO
 from app.db.dao.reference_dataset_dao import ReferenceDatasetDAO
+from app.db.tables.current_dataset_table import CurrentDataset
 from app.db.tables.model_table import Model
+from app.db.tables.reference_dataset_table import ReferenceDataset
 from app.models.exceptions import ModelInternalError, ModelNotFoundError
 from app.models.model_dto import ModelIn, ModelOut
 from app.models.model_order import OrderType
@@ -35,13 +37,13 @@ def create_model(self, model_in: ModelIn) -> ModelOut:
 
     def get_model_by_uuid(self, model_uuid: UUID) -> Optional[ModelOut]:
         model = self.check_and_get_model(model_uuid)
-        latest_reference_uuid, latest_current_uuid = self.get_latest_dataset_uuids(
+        latest_reference_dataset, latest_current_dataset = self.get_latest_datasets(
             model_uuid
         )
         return ModelOut.from_model(
             model=model,
-            latest_reference_uuid=latest_reference_uuid,
-            latest_current_uuid=latest_current_uuid,
+            latest_reference_dataset=latest_reference_dataset,
+            latest_current_dataset=latest_current_dataset,
         )
 
     def delete_model(self, model_uuid: UUID) -> Optional[ModelOut]:
@@ -55,13 +57,13 @@ def get_all_models(
         models = self.model_dao.get_all()
         model_out_list = []
         for model in models:
-            latest_reference_uuid, latest_current_uuid = self.get_latest_dataset_uuids(
+            latest_reference_dataset, latest_current_dataset = self.get_latest_datasets(
                 model.uuid
             )
             model_out = ModelOut.from_model(
                 model=model,
-                latest_reference_uuid=latest_reference_uuid,
-                latest_current_uuid=latest_current_uuid,
+                latest_reference_dataset=latest_reference_dataset,
+                latest_current_dataset=latest_current_dataset,
             )
             model_out_list.append(model_out)
         return model_out_list
@@ -78,13 +80,13 @@ def get_all_models_paginated(
 
         _items = []
         for model in models.items:
-            latest_reference_uuid, latest_current_uuid = self.get_latest_dataset_uuids(
+            latest_reference_dataset, latest_current_dataset = self.get_latest_datasets(
                 model.uuid
             )
             model_out = ModelOut.from_model(
                 model=model,
-                latest_reference_uuid=latest_reference_uuid,
-                latest_current_uuid=latest_current_uuid,
+                latest_reference_dataset=latest_reference_dataset,
+                latest_current_dataset=latest_current_dataset,
             )
             _items.append(model_out)
 
@@ -96,21 +98,14 @@ def check_and_get_model(self, model_uuid: UUID) -> Model:
             raise ModelNotFoundError(f'Model {model_uuid} not found')
         return model
 
-    def get_latest_dataset_uuids(
+    def get_latest_datasets(
         self, model_uuid: UUID
-    ) -> (Optional[UUID], Optional[UUID]):
+    ) -> (Optional[ReferenceDataset], Optional[CurrentDataset]):
         latest_reference_dataset = (
             self.rd_dao.get_latest_reference_dataset_by_model_uuid(model_uuid)
         )
         latest_current_dataset = self.cd_dao.get_latest_current_dataset_by_model_uuid(
             model_uuid
         )
 
-        latest_reference_uuid = (
-            latest_reference_dataset.uuid if latest_reference_dataset else None
-        )
-        latest_current_uuid = (
-            latest_current_dataset.uuid if latest_current_dataset else None
-        )
-
-        return latest_reference_uuid, latest_current_uuid
+        return latest_reference_dataset, latest_current_dataset

api/tests/services/model_service_test.py

@@ -55,8 +55,8 @@ def test_get_model_by_uuid_ok(self):
 
         assert res == ModelOut.from_model(
             model=model,
-            latest_reference_uuid=reference_dataset.uuid,
-            latest_current_uuid=current_dataset.uuid,
+            latest_reference_dataset=reference_dataset,
+            latest_current_dataset=current_dataset,
         )
 
     def test_get_model_by_uuid_not_found(self):

sdk/radicalbit_platform_sdk/models/model_definition.py

@@ -68,7 +68,5 @@ class ModelDefinition(BaseModelDefinition):
     uuid: uuid_lib.UUID = Field(default_factory=lambda: uuid_lib.uuid4())
     created_at: str = Field(alias='createdAt')
     updated_at: str = Field(alias='updatedAt')
-    latest_reference_uuid: Optional[uuid_lib.UUID] = Field(alias='latestReferenceUuid')
-    latest_current_uuid: Optional[uuid_lib.UUID] = Field(alias='latestCurrentUuid')
 
     model_config = ConfigDict(populate_by_name=True, alias_generator=to_camel)

sdk/tests/apis/model_test.py

@@ -43,8 +43,6 @@ def test_delete_model(self):
                 timestamp=column_def,
                 created_at=str(time.time()),
                 updated_at=str(time.time()),
-                latest_reference_uuid=uuid.uuid4(),
-                latest_current_uuid=uuid.uuid4(),
             ),
         )
         responses.add(
@@ -82,8 +80,6 @@ def test_load_reference_dataset_without_object_name(self):
                 timestamp=ColumnDefinition(name='created_at', type='str'),
                 created_at=str(time.time()),
                 updated_at=str(time.time()),
-                latest_reference_uuid=uuid.uuid4(),
-                latest_current_uuid=uuid.uuid4(),
             ),
         )
         response = ReferenceFileUpload(
@@ -129,8 +125,6 @@ def test_load_reference_dataset_with_different_separator(self):
                 timestamp=ColumnDefinition(name='created_at', type='str'),
                 created_at=str(time.time()),
                 updated_at=str(time.time()),
-                latest_reference_uuid=uuid.uuid4(),
-                latest_current_uuid=uuid.uuid4(),
             ),
         )
         response = ReferenceFileUpload(
@@ -176,8 +170,6 @@ def test_load_reference_dataset_with_object_name(self):
                 timestamp=ColumnDefinition(name='created_at', type='str'),
                 created_at=str(time.time()),
                 updated_at=str(time.time()),
-                latest_reference_uuid=uuid.uuid4(),
-                latest_current_uuid=uuid.uuid4(),
             ),
         )
         response = ReferenceFileUpload(
@@ -214,8 +206,6 @@ def test_load_reference_dataset_wrong_headers(self):
                 timestamp=ColumnDefinition(name='created_at', type='str'),
                 created_at=str(time.time()),
                 updated_at=str(time.time()),
-                latest_reference_uuid=None,
-                latest_current_uuid=None,
             ),
         )
         with pytest.raises(ClientError):
@@ -249,8 +239,6 @@ def test_load_current_dataset_without_object_name(self):
                 timestamp=ColumnDefinition(name='created_at', type='str'),
                 created_at=str(time.time()),
                 updated_at=str(time.time()),
-                latest_reference_uuid=uuid.uuid4(),
-                latest_current_uuid=uuid.uuid4(),
             ),
         )
         response = CurrentFileUpload(
@@ -302,8 +290,6 @@ def test_load_current_dataset_with_object_name(self):
                 timestamp=ColumnDefinition(name='created_at', type='str'),
                 created_at=str(time.time()),
                 updated_at=str(time.time()),
-                latest_reference_uuid=uuid.uuid4(),
-                latest_current_uuid=uuid.uuid4(),
             ),
         )
         response = CurrentFileUpload(
@@ -346,8 +332,6 @@ def test_load_current_dataset_wrong_headers(self):
                 timestamp=ColumnDefinition(name='created_at', type='str'),
                 created_at=str(time.time()),
                 updated_at=str(time.time()),
-                latest_reference_uuid=None,
-                latest_current_uuid=None,
             ),
         )
         with pytest.raises(ClientError):

sdk/tests/client_test.py

@@ -39,8 +39,6 @@ def test_get_model(self):
         timestamp_name = 'when'
         timestamp_type = 'str'
         ts = str(time.time())
-        latest_reference_uuid = uuid.uuid4()
-        latest_current_uuid = uuid.uuid4()
         json_string = f"""{{
                 "uuid": "{str(model_id)}",
                 "name": "{name}",
@@ -77,9 +75,7 @@ def test_get_model(self):
                 "algorithm": "{algorithm}",
                 "frameworks": "{frameworks}",
                 "createdAt": "{ts}",
-                "updatedAt": "{ts}",
-                "latestReferenceUuid": "{str(latest_reference_uuid)}",
-                "latestCurrentUuid": "{str(latest_current_uuid)}"
+                "updatedAt": "{ts}"
             }}"""
         responses.add(
             method=responses.GET,
@@ -156,8 +152,6 @@ def test_create_model(self):
             timestamp=model.timestamp,
             created_at=str(time.time()),
             updated_at=str(time.time()),
-            latest_reference_uuid=None,
-            latest_current_uuid=None,
         )
         responses.add(
             method=responses.POST,
@@ -199,8 +193,6 @@ def test_search_models(self):
             timestamp=ColumnDefinition(name='tst_column', type='string'),
             created_at=str(time.time()),
             updated_at=str(time.time()),
-            latest_reference_uuid=None,
-            latest_current_uuid=None,
         )
 
         responses.add(

sdk/tests/models/model_definition_test.py

@@ -30,8 +30,6 @@ def test_model_definition_from_json(self):
         timestamp_name = 'when'
         timestamp_type = 'str'
         ts = str(time.time())
-        latest_reference_uuid = uuid.uuid4()
-        latest_current_uuid = uuid.uuid4()
         json_string = f"""{{
                 "uuid": "{str(id)}",
                 "name": "{name}",
@@ -68,9 +66,7 @@ def test_model_definition_from_json(self):
                 "algorithm": "{algorithm}",
                 "frameworks": "{frameworks}",
                 "createdAt": "{ts}",
-                "updatedAt": "{ts}",
-                "latestReferenceUuid": "{str(latest_reference_uuid)}",
-                "latestCurrentUuid": "{str(latest_current_uuid)}"
+                "updatedAt": "{ts}"
             }}"""
         model_definition = ModelDefinition.model_validate(json.loads(json_string))
         assert model_definition.uuid == id
@@ -83,8 +79,6 @@ def test_model_definition_from_json(self):
         assert model_definition.frameworks == frameworks
         assert model_definition.created_at == ts
         assert model_definition.updated_at == ts
-        assert model_definition.latest_reference_uuid == latest_reference_uuid
-        assert model_definition.latest_current_uuid == latest_current_uuid
         assert len(model_definition.features) == 1
         assert model_definition.features[0].name == feature_name
         assert model_definition.features[0].type == feature_type