Test scene and face objects

Author: robmarkcole

tests/test_deepstack.py

@@ -5,12 +5,18 @@
 
 MOCK_IP_ADDRESS = "localhost"
 MOCK_PORT = 5000
-MOCK_URL = "http://{}:{}/v1/vision/detection".format(MOCK_IP_ADDRESS, MOCK_PORT)
+OBJ_URL = "http://{}:{}/v1/vision/detection".format(MOCK_IP_ADDRESS, MOCK_PORT)
+SCENE_URL = "http://{}:{}/v1/vision/scene".format(MOCK_IP_ADDRESS, MOCK_PORT)
+FACE_DETECTION_URL = "http://{}:{}/v1/vision/face".format(MOCK_IP_ADDRESS, MOCK_PORT)
+
+CONFIDENCE_THRESHOLD = 0.7
 
 MOCK_BYTES = b"Test"
 MOCK_API_KEY = "mock_api_key"
 MOCK_TIMEOUT = 8
 
+MOCK_SCENE_RESPONSE = {"success": True, "label": "street", "confidence": 0.86745402}
+
 MOCK_OBJECT_DETECTION_RESPONSE = {
     "success": True,
     "predictions": [
@@ -41,6 +47,10 @@
     ],
 }
 
+MOCK_OBJECT_PREDICTIONS = MOCK_OBJECT_DETECTION_RESPONSE["predictions"]
+MOCK_OBJECT_CONFIDENCES = [0.6998661, 0.7996547]
+
+
 MOCK_FACE_RECOGNITION_RESPONSE = {
     "success": True,
     "predictions": [
@@ -63,17 +73,28 @@
     ],
 }
 
-MOCK_OBJECT_PREDICTIONS = MOCK_OBJECT_DETECTION_RESPONSE["predictions"]
-MOCK_OBJECT_CONFIDENCES = [0.6998661, 0.7996547]
-CONFIDENCE_THRESHOLD = 0.7
+MOCK_FACE_DETECTION_RESPONSE = {
+    "success": True,
+    "predictions": [
+        {
+            "confidence": 0.9999999,
+            "y_min": 173,
+            "x_min": 203,
+            "y_max": 834,
+            "x_max": 667,
+        }
+    ],
+}
+
+
 MOCK_RECOGNISED_FACES = {"Idris Elba": 75.0}
 
 
 def test_DeepstackObject_detect():
     """Test a good response from server."""
     with requests_mock.Mocker() as mock_req:
         mock_req.post(
-            MOCK_URL, status_code=ds.HTTP_OK, json=MOCK_OBJECT_DETECTION_RESPONSE
+            OBJ_URL, status_code=ds.HTTP_OK, json=MOCK_OBJECT_DETECTION_RESPONSE
         )
 
         dsobject = ds.DeepstackObject(MOCK_IP_ADDRESS, MOCK_PORT)
@@ -85,13 +106,37 @@ def test_DeepstackObject_detect_timeout():
     """Test a timeout. THIS SHOULD FAIL"""
     with pytest.raises(ds.DeepstackException) as excinfo:
         with requests_mock.Mocker() as mock_req:
-            mock_req.post(MOCK_URL, exc=requests.exceptions.ConnectTimeout)
+            mock_req.post(OBJ_URL, exc=requests.exceptions.ConnectTimeout)
             dsobject = ds.DeepstackObject(MOCK_IP_ADDRESS, MOCK_PORT)
             dsobject.detect(MOCK_BYTES)
             assert False
             assert "SHOULD FAIL" in str(excinfo.value)
 
 
+def test_DeepstackScene():
+    """Test a good response from server."""
+    with requests_mock.Mocker() as mock_req:
+        mock_req.post(SCENE_URL, status_code=ds.HTTP_OK, json=MOCK_SCENE_RESPONSE)
+
+        dsscene = ds.DeepstackScene(MOCK_IP_ADDRESS, MOCK_PORT)
+        dsscene.detect(MOCK_BYTES)
+        assert dsscene.predictions == MOCK_SCENE_RESPONSE
+
+
+def test_DeepstackFace():
+    """Test a good response from server."""
+    with requests_mock.Mocker() as mock_req:
+        mock_req.post(
+            FACE_DETECTION_URL,
+            status_code=ds.HTTP_OK,
+            json=MOCK_FACE_DETECTION_RESPONSE,
+        )
+
+        dsface = ds.DeepstackFace(MOCK_IP_ADDRESS, MOCK_PORT)
+        dsface.detect(MOCK_BYTES)
+        assert dsface.predictions == MOCK_FACE_DETECTION_RESPONSE["predictions"]
+
+
 def test_get_objects():
     """Cant always be sure order of returned list items."""
     objects = ds.get_objects(MOCK_OBJECT_PREDICTIONS)