validate instance types

src/_nebari/stages/infrastructure/__init__.py

@@ -368,6 +368,21 @@ def _check_input(cls, data: Any) -> Any:
             raise ValueError(
                 f"\nInvalid `kubernetes-version` provided: {data['kubernetes_version']}.\nPlease select from one of the following supported Kubernetes versions: {available_kubernetes_versions} or omit flag to use latest Kubernetes version available."
             )
+
+        # check if instances are valid
+        available_instances = google_cloud.instances(data["region"])
+        if "node_groups" in data:
+            for _, node_group in data["node_groups"].items():
+                instance = (
+                    node_group["instance"]
+                    if hasattr(node_group, "__getitem__")
+                    else node_group.instance
+                )
+                if instance not in available_instances:
+                    raise ValueError(
+                        f"Google Cloud Platform instance {node_group.instance} not one of available instance types={available_instances}"
+                    )
+
         return data