Fix duplicated footer with handler

churn_server/churn_server.py

@@ -43,13 +43,3 @@ def predict(self, body):
         except Exception as e:
             raise Exception("Failed to predict %s" % e)
 
-
-from mlrun.runtimes import nuclio_init_hook
-
-
-def init_context(context):
-    nuclio_init_hook(context, globals(), "serving_v2")
-
-
-def handler(context, event):
-    return context.mlrun_handler(context, event)

churn_server/function.yaml

@@ -36,7 +36,7 @@ spec:
       build:
         commands: []
         noBaseImagesPull: true
-        functionSourceCode: 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
+        functionSourceCode: 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
   source: ''
   function_kind: serving_v2
   default_class: ChurnModel

churn_server/item.yaml

@@ -29,4 +29,4 @@ spec:
   - xgboost==1.3.1
   - lifelines==0.22.8
 url: ''
-version: 1.1.0
+version: 1.2.0

tf2_serving_v2/function.yaml

@@ -33,7 +33,7 @@ spec:
       build:
         commands: []
         noBaseImagesPull: true
-        functionSourceCode: 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
+        functionSourceCode: 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
   source: ''
   function_kind: serving_v2
   build:

tf2_serving_v2/item.yaml

@@ -25,4 +25,4 @@ spec:
   - pillow
   - tensorflow>=2.1
 url: ''
-version: 1.1.0
+version: 1.2.0

tf2_serving_v2/tf2_serving_v2.py

@@ -68,15 +68,4 @@ def predict(self, data):
 
         predicted_probability = self.model.predict(images)
 
-        return predicted_probability.tolist()[0]
-
-
-from mlrun.runtimes import nuclio_init_hook
-
-
-def init_context(context):
-    nuclio_init_hook(context, globals(), "serving_v2")
-
-
-def handler(context, event):
-    return context.mlrun_handler(context, event)
+        return predicted_probability.tolist()[0]

v2_model_server/function.yaml

@@ -77,7 +77,7 @@ spec:
       build:
         commands: []
         noBaseImagesPull: true
-        functionSourceCode: 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
+        functionSourceCode: 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
   source: ''
   function_kind: serving_v2
   default_class: ClassifierModel

v2_model_server/item.yaml

@@ -25,4 +25,4 @@ spec:
   kind: serving
   requirements: []
 url: ''
-version: 1.1.0
+version: 1.2.0

v2_model_server/v2_model_server.py

@@ -37,14 +37,3 @@ def predict(self, body: dict) -> List:
         feats = np.asarray(body["inputs"])
         result: np.ndarray = self.model.predict(feats)
         return result.tolist()
-
-
-from mlrun.runtimes import nuclio_init_hook
-
-
-def init_context(context):
-    nuclio_init_hook(context, globals(), "serving_v2")
-
-
-def handler(context, event):
-    return context.mlrun_handler(context, event)