Update to runtime v0.13.0 (#86)

Description of changes:

- Updates to runtime v0.13.0. Fixes all issues with test-failures occurring as a result of updating the runtime.
- Fixes Notebook instance update, so that status is correctly updated.
- Utilizes `late_initializer` for new diffs that occur as a result of using `reflect.deepequal()`.
- Adds `new custom_delta.go` code for diffs that cannot be handled by `late_initializer`.


By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.

Author: ryansteakley

apis/v1alpha1/ack-generate-metadata.yaml

@@ -1,14 +1,14 @@
 ack_generate_info:
-  build_date: "2021-08-31T02:17:13Z"
-  build_hash: c77aa9c75d944952dee198029ba9822691cd82b0
-  go_version: go1.16.4 linux/amd64
-  version: v0.6.0
-api_directory_checksum: dd5cd5b0cfebeb75eae65c53ab3195a9935a4b87
+  build_date: "2021-08-31T22:29:55Z"
+  build_hash: 07d7ea755625b2cac93bbf293bf5a8cab24ecb68
+  go_version: go1.16.4 darwin/amd64
+  version: v0.13.0
+api_directory_checksum: 13c67d2ac904c5b3c1ddea34aba38d90f06f3adc
 api_version: v1alpha1
 aws_sdk_go_version: v1.38.11
 generator_config_info:
-  file_checksum: 70f99c3c40b26a6e73a2b2c391291f9441bc208d
+  file_checksum: 95bf43b6a68c009a14db1ba7bd91293ca03aee15
   original_file_name: generator.yaml
 last_modification:
   reason: API generation
-  timestamp: 2021-08-31 02:17:16.250470244 +0000 UTC
+  timestamp: 2021-08-31 22:30:07.288585 +0000 UTC

apis/v1alpha1/data_quality_job_definition.go

@@ -38,6 +38,10 @@ resources:
         - InvalidParameterCombination
         - InvalidParameterValue
         - MissingParameter
+    fields:
+      Tags:
+        compare:
+          is_ignored: true
   EndpointConfig:
     exceptions:
       errors:
@@ -48,6 +52,10 @@ resources:
         - InvalidParameterCombination
         - InvalidParameterValue
         - MissingParameter
+    fields:
+      Tags:
+        compare:
+          is_ignored: true
   Endpoint:
     reconcile: 
       requeue_on_success_seconds: 30
@@ -113,6 +121,9 @@ resources:
         from:
           operation: DescribeEndpoint
           path: ProductionVariants
+      Tags:
+        compare:
+          is_ignored: true
   TrainingJob:
     exceptions:
       errors:
@@ -172,6 +183,12 @@ resources:
         from:
           operation: DescribeTrainingJob
           path: FailureReason 
+      AlgorithmSpecification.MetricDefinitions:
+        late_initialize:
+          min_backoff_seconds: 5
+      Tags:
+        compare:
+          is_ignored: true
   ProcessingJob:
     exceptions:
       errors:
@@ -209,6 +226,9 @@ resources:
         from:
           operation: DescribeProcessingJob
           path: FailureReason 
+      Tags:
+        compare:
+          is_ignored: true
   TransformJob:
     exceptions:
       errors:
@@ -246,6 +266,9 @@ resources:
         from:
           operation: DescribeTransformJob
           path: FailureReason
+      Tags:
+        compare:
+          is_ignored: true
   HyperParameterTuningJob:
     exceptions:
       errors:
@@ -292,6 +315,12 @@ resources:
         from:
           operation: DescribeHyperParameterTuningJob
           path: OverallBestTrainingJob
+      TrainingJobDefinition.AlgorithmSpecification.MetricDefinitions:
+        late_initialize:
+          min_backoff_seconds: 5
+      Tags:
+        compare:
+          is_ignored: true
   DataQualityJobDefinition:
     exceptions:
       errors:
@@ -308,6 +337,9 @@ resources:
         is_arn: true
       JobDefinitionName:
         is_name: true
+      Tags:
+        compare:
+          is_ignored: true
   ModelBiasJobDefinition:
     exceptions:
       errors:
@@ -324,6 +356,9 @@ resources:
         is_arn: true
       JobDefinitionName:
         is_name: true
+      Tags:
+        compare:
+          is_ignored: true
   ModelExplainabilityJobDefinition:
     exceptions:
       errors:
@@ -340,6 +375,9 @@ resources:
         is_arn: true
       JobDefinitionName:
         is_name: true
+      Tags:
+        compare:
+          is_ignored: true
   ModelQualityJobDefinition:
     exceptions:
       errors:
@@ -356,6 +394,9 @@ resources:
         is_arn: true
       JobDefinitionName:
         is_name: true
+      Tags:
+        compare:
+          is_ignored: true
   MonitoringSchedule:
     reconcile: 
       requeue_on_success_seconds: 30
@@ -412,6 +453,9 @@ resources:
         from:
           operation: DescribeMonitoringSchedule
           path: LastMonitoringExecutionSummary
+      Tags:
+        compare:
+          is_ignored: true
   ModelPackage:
     update_conditions_custom_method_name: CustomUpdateConditions
     exceptions:
@@ -476,6 +520,9 @@ resources:
         from:
           operation: UpdateModelPackage
           path: ApprovalDescription
+      Tags:
+        compare:
+          is_ignored: true
     # TODO: Can adopt unversioned Model Packages however versioned ModelPackages 
     # cannot be adopted properly. Their spec will show in describe 
     # kubecetl describe modelpackages however it cannot be deleted or updated
@@ -518,7 +565,14 @@ resources:
         from:
           operation: DescribeFeatureGroup
           path: FeatureGroupStatus
+      Tags:
+        compare:
+          is_ignored: true
   NotebookInstance:
+    # Resource state/status can be modified in Sagemaker Console
+    # Need to reconcile to catch these state/status changes
+    reconcile: 
+      requeue_on_success_seconds: 60
     exceptions:
       errors:
           404:
@@ -569,6 +623,9 @@ resources:
         from:
           operation: DescribeNotebookInstance
           path: FailureReason
+      Tags:
+        compare:
+          is_ignored: true        
   ModelPackageGroup:
       exceptions:
         errors:
@@ -587,7 +644,10 @@ resources:
             name: STATUS
           from:
             operation: DescribeModelPackageGroup
-            path: ModelPackageGroupStatus      
+            path: ModelPackageGroupStatus    
+        Tags:
+          compare:
+            is_ignored: true       
       hooks:
         sdk_read_one_post_set_output:
           code: rm.customSetOutput(&resource{ko})  
@@ -625,6 +685,16 @@ resources:
         from:
           operation: DescribeNotebookInstanceLifecycleConfig
           path: CreationTime
+      Tags:
+        compare:
+          is_ignored: true
+      # Custom code is implemented for these fields delta comparison
+      OnCreate:
+        compare:
+          is_ignored: true  
+      OnStart:
+        compare:
+          is_ignored: true  
 ignore:
     resource_names:
       - Algorithm
@@ -672,4 +742,4 @@ ignore:
       - Workforce
       - Workteam
     operations:
-      - UpdateTrainingJob
+      - UpdateTrainingJob