Bugbash fix (#246)

* decouple template from src code

* remove field validator from SDK pydantic model, fix minor parsing problem with list, update kubernetes_version type from str to float

* change type handler from class to module functions, change some public function to private, update unit tests

* cluster-stack template agnostic change

* update unit tests

* update integ test

* resolve circular import for cluster_stack

* resolve rebase merge conflict

* rename to_domain to to_config for cluster_stack

* increase timeout for endpoint integ test from 15min to 20min

* move jinja template to schema template

* lazy loading in pytorch-job template to resolve import issue

* tasks_per_node validation added, correct typo for task governance related parameter

* get default namespace applied to inference for init experience, ignore pydantic warning, update logging experience

* update integ test

* fix integ test

* Update default namespace logic, init_constants.py naming change

* update unit test

Author: mollyheamazon

hyperpod-cluster-stack-template/hyperpod_cluster_stack_template/registry.py

@@ -11,7 +11,12 @@
 # ANY KIND, either express or implied. See the License for the specific
 # language governing permissions and limitations under the License.
 from hyperpod_cluster_stack_template.v1_0 import model as v1
+from hyperpod_cluster_stack_template.v1_0.template import TEMPLATE_CONTENT as v1_template
 
 SCHEMA_REGISTRY = {
     "1.0": v1.ClusterStackBase
+}
+
+TEMPLATE_REGISTRY = {
+    "1.0": v1_template
 }

…od/cli/templates/cfn_cluster_creation.py …_cluster_stack_template/v1_0/template.pysrc/sagemaker/hyperpod/cli/templates/cfn_cluster_creation.py renamed to hyperpod-cluster-stack-template/hyperpod_cluster_stack_template/v1_0/template.py src/sagemaker/hyperpod/cli/templates/cfn_cluster_creation.py renamed to hyperpod-cluster-stack-template/hyperpod_cluster_stack_template/v1_0/template.py

@@ -1,4 +1,4 @@
-CLOUDFORMATION_CLUSTER_CREATION_TEMPLATE = """### Please keep template file unchanged ###
+TEMPLATE_CONTENT = """### Please keep template file unchanged ###
 Metadata:
   AWS::CloudFormation::Interface:
     ParameterGroups:

hyperpod-custom-inference-template/hyperpod_custom_inference_template/registry.py

@@ -11,7 +11,12 @@
 # ANY KIND, either express or implied. See the License for the specific
 # language governing permissions and limitations under the License.
 from hyperpod_custom_inference_template.v1_0 import model as v1
+from hyperpod_custom_inference_template.v1_0.template import TEMPLATE_CONTENT as v1_template
 
 SCHEMA_REGISTRY = {
     "1.0": v1.FlatHPEndpoint,
 }
+
+TEMPLATE_REGISTRY = {
+    "1.0": v1_template
+}

hyperpod-custom-inference-template/hyperpod_custom_inference_template/v1_0/model.py

@@ -36,7 +36,7 @@ class FlatHPEndpoint(BaseModel):
     model_config = ConfigDict(extra="forbid")
 
     namespace: Optional[str] = Field(
-        default="default", 
+        default=None, 
         description="Kubernetes namespace",
         min_length=1
     )

hyperpod-custom-inference-template/hyperpod_custom_inference_template/v1_0/schema.json

@@ -11,7 +11,7 @@
           "type": "null"
         }
       ],
-      "default": "default",
+      "default": null,
       "description": "Kubernetes namespace",
       "title": "Namespace"
     },

…emplates/k8s_custom_endpoint_template.py …stom_inference_template/v1_0/template.pysrc/sagemaker/hyperpod/cli/templates/k8s_custom_endpoint_template.py renamed to hyperpod-custom-inference-template/hyperpod_custom_inference_template/v1_0/template.py src/sagemaker/hyperpod/cli/templates/k8s_custom_endpoint_template.py renamed to hyperpod-custom-inference-template/hyperpod_custom_inference_template/v1_0/template.py

@@ -1,4 +1,4 @@
-KUBERNETES_CUSTOM_ENDPOINT_TEMPLATE = """### Please keep template file unchanged ###
+TEMPLATE_CONTENT = """### Please keep template file unchanged ###
 apiVersion: hyperpod.sagemaker.aws/v1
 kind: HPEndpoint
 metadata:

hyperpod-jumpstart-inference-template/hyperpod_jumpstart_inference_template/registry.py

@@ -11,7 +11,12 @@
 # ANY KIND, either express or implied. See the License for the specific
 # language governing permissions and limitations under the License.
 from hyperpod_jumpstart_inference_template.v1_0 import model as v1
+from hyperpod_jumpstart_inference_template.v1_0.template import TEMPLATE_CONTENT as v1_template
 
 SCHEMA_REGISTRY = {
     "1.0": v1.FlatHPJumpStartEndpoint,
 }
+
+TEMPLATE_REGISTRY = {
+    "1.0": v1_template
+}

hyperpod-jumpstart-inference-template/hyperpod_jumpstart_inference_template/v1_0/model.py

@@ -27,7 +27,7 @@ class FlatHPJumpStartEndpoint(BaseModel):
     model_config = ConfigDict(extra="forbid")
 
     namespace: Optional[str] = Field(
-        default="default", 
+        default=None, 
         description="Kubernetes namespace",
         min_length=1
     )
@@ -87,6 +87,7 @@ class FlatHPJumpStartEndpoint(BaseModel):
     def validate_name(self):
         if not self.metadata_name and not self.endpoint_name:
             raise ValueError("Either metadata_name or endpoint_name must be provided")
+        return self
 
 
     def to_domain(self) -> HPJumpStartEndpoint:

hyperpod-jumpstart-inference-template/hyperpod_jumpstart_inference_template/v1_0/schema.json

@@ -11,7 +11,7 @@
           "type": "null"
         }
       ],
-      "default": "default",
+      "default": null,
       "description": "Kubernetes namespace",
       "title": "Namespace"
     },

…li/templates/k8s_js_endpoint_template.py …tart_inference_template/v1_0/template.pysrc/sagemaker/hyperpod/cli/templates/k8s_js_endpoint_template.py renamed to hyperpod-jumpstart-inference-template/hyperpod_jumpstart_inference_template/v1_0/template.py src/sagemaker/hyperpod/cli/templates/k8s_js_endpoint_template.py renamed to hyperpod-jumpstart-inference-template/hyperpod_jumpstart_inference_template/v1_0/template.py

@@ -1,4 +1,4 @@
-KUBERNETES_JS_ENDPOINT_TEMPLATE = """### Please keep template file unchanged ###
+TEMPLATE_CONTENT = """### Please keep template file unchanged ###
 apiVersion: inference.sagemaker.aws.amazon.com/v1alpha1
 kind: JumpStartModel
 metadata: