Implement Recommendations Adapter

contentcuration/automation/tests/appnexus/test_base.py

@@ -6,14 +6,8 @@ class MockBackend(Backend):
     def connect(self) -> None:
         return super().connect()
 
-    def make_request(self, url: str, params=None):
-        return super().make_request(url, params)
-
-    def request(self) -> None:
-        return super().request()
-
-    def response(self) -> None:
-        return super().response()
+    def make_request(self, request):
+        return super().make_request(request)
 
     @classmethod
     def _create_instance(cls) -> 'MockBackend':

contentcuration/automation/utils/appnexus/APILayer.md

@@ -52,7 +52,7 @@ Different backends can now be created by implementing the base `Backend` class:
 ```python
 # Implement CONCRETE CLASS using ABSTRACT Backend class
 CLASS GCS IMPLEMENTS Backend:
-	METHOD make_request(params):
+	METHOD make_request(request):
 		# make request to Google Cloud Storage services
 
 	METHOD connect(params):
@@ -62,7 +62,7 @@ CLASS GCS IMPLEMENTS Backend:
 		# initialize a GCS Backend instance
 
 CLASS ML IMPLEMENTS Backend:
-	METHOD make_request(params):
+	METHOD make_request(request):
 		# make request to DeepLearning models hosted as service
 
 	METHOD connect(params):
@@ -128,18 +128,18 @@ With this `Adapter` class in place, we can create Adapter that are able interact
 
 ```python
 CLASS Recommendation INHERITS ADAPTER:
-	METHOD generateEmbeddings(self, params) -> Boolean
+	METHOD generateEmbeddings(self, request) -> Boolean
 		# [ Implementation ]
 
-	METHOD getRecommendation(self, params) -> Array
+	METHOD getRecommendation(self, request) -> Array
 		# [ Implementation ]
 
 CLASS Transcription INHERITS ADAPTER:
-	METHOD generateCaption(self, params) -> Array
+	METHOD generateCaption(self, request) -> Array
 		# [ Implementation ]
 
 CLASS OtherAdapter INHERITS ADAPTER:
-	METHOD someOperation(self, params) -> Any
+	METHOD someOperation(self, request) -> Any
 		# Operation that any backend wants
 ```
 

contentcuration/automation/utils/appnexus/base.py

@@ -1,8 +1,16 @@
 from abc import ABC
 from abc import abstractmethod
 from builtins import NotImplementedError
-from typing import Dict
-from typing import Union
+
+
+class BackendRequest(object):
+    """ Class that should be inherited by specific backend for its requests"""
+    pass
+
+
+class BackendResponse(object):
+    """ Class that should be inherited by specific backend for its responses"""
+    pass
 
 
 class Backend(ABC):
@@ -20,18 +28,8 @@ def connect(self) -> None:
         pass
 
     @abstractmethod
-    def make_request(self, url: str, params=None) -> Union[bytes, str, Dict]:
-        """ Makes an HTTP request to a given URL using the specified method. """
-        pass
-
-    @abstractmethod
-    def request(self) -> None:
-        """ Blueprint for the request object. """
-        pass
-
-    @abstractmethod
-    def response(self) -> None:
-        """ Blueprint for the response object. """
+    def make_request(self, request) -> BackendResponse:
+        """ Make a request based on "request" """
         pass
 
     @classmethod
@@ -59,13 +57,6 @@ class Adapter:
     This class should be inherited by adapter classes that facilitate
     interaction with different backend implementations.
     """
+
     def __init__(self, backend: Backend) -> None:
         self.backend = backend
-
-    def request(self):
-        """ Forward the request to the chosen Backend """
-        return self.backend.request()
-
-    def response(self):
-        """ Forward the response to the chosen Backend """
-        return self.backend.response()

contentcuration/contentcuration/tests/utils/test_recommendations.py

@@ -0,0 +1,10 @@
+from django.test import TestCase
+
+from contentcuration.utils.recommendations import Recommendations
+
+
+class RecommendationsTestCase(TestCase):
+    def test_backend_initialization(self):
+        recomendations = Recommendations()
+        self.assertIsNotNone(recomendations)
+        self.assertIsInstance(recomendations.get_instance(), Recommendations)

contentcuration/contentcuration/utils/recommendations.py

@@ -0,0 +1,65 @@
+from typing import Union
+
+from automation.utils.appnexus.base import Adapter
+from automation.utils.appnexus.base import Backend
+from automation.utils.appnexus.base import BackendFactory
+from automation.utils.appnexus.base import BackendRequest
+from automation.utils.appnexus.base import BackendResponse
+
+
+class RecommendationsBackendRequest(BackendRequest):
+    pass
+
+
+class RecommedationsRequest(RecommendationsBackendRequest):
+    def __init__(self) -> None:
+        super().__init__()
+
+
+class EmbeddingsRequest(RecommendationsBackendRequest):
+    def __init__(self) -> None:
+        super().__init__()
+
+
+class RecommendationsBackendResponse(BackendResponse):
+    pass
+
+
+class RecommendationsResponse(RecommendationsBackendResponse):
+    def __init__(self) -> None:
+        pass
+
+
+class EmbeddingsResponse(RecommendationsBackendResponse):
+    def __init__(self) -> None:
+        pass
+
+
+class RecommendationsBackendFactory(BackendFactory):
+    def create_backend(self) -> Backend:
+        # Return backend based on some setting.
+        return super().create_backend()
+
+
+class RecommendationsAdapter(Adapter):
+
+    def generate_embedding(self, text) -> EmbeddingsResponse:
+        request = EmbeddingsRequest()
+        return self.backend.make_request(request)
+
+    def get_recommendations(self) -> RecommendationsResponse:
+        request = RecommedationsRequest()
+        return self.backend.make_request(request)
+
+
+class Recommendations(Backend):
+
+    def connect(self) -> None:
+        return super().connect()
+
+    def make_request(self, request) -> Union[EmbeddingsResponse, RecommendationsResponse]:
+        return super().make_request(request)
+
+    @classmethod
+    def _create_instance(cls) -> 'Recommendations':
+        return cls()