added parameter checks

code/main.py

@@ -74,6 +74,14 @@ def main():
         print(f"::error::Workspace authorizationfailed: {exception}")
         raise ProjectSystemException
 
+    # Checking provided parameters
+    print("::debug::Checking provided parameters")
+    required_parameters_provided(
+        parameters=parameters,
+        keys=["name"],
+        message="Required parameter(s) not found in your parameters file for creating a web service. Please provide a value for the following key(s): "
+    )
+
     # Loading deployment target
     print("::debug::Loading deployment target")
     try:
@@ -108,6 +116,7 @@ def main():
     else:
         container_registry = None
 
+    try:
         inference_config = InferenceConfig(
             entry_script=parameters.get("inference_entry_script", None),
             runtime=parameters.get("runtime", "python"),
@@ -120,6 +129,12 @@ def main():
             base_image_registry=container_registry,
             cuda_version=parameters.get("cuda_version", None)
         )
+    except WebserviceException as exception:
+        print("::debug::Failed to create InferenceConfig. Trying to create no code deployment.")
+        inference_config = None
+    except TypeError as exception:
+        print("::debug::Failed to create InferenceConfig. Trying to create no code deployment.")
+        inference_config = None
 
     # Loading run config
     print("::debug::Loading run config")