Feature: UpdateTrainingJob and warm pool support (#179)

Author: ananth102

apis/v1alpha1/ack-generate-metadata.yaml

@@ -1,13 +1,13 @@
 ack_generate_info:
-  build_date: "2022-12-06T04:24:52Z"
+  build_date: "2022-12-07T21:20:55Z"
   build_hash: 6e2ffbc3b16a30ac59be6719918c601c2c864064
-  go_version: go1.19.1
-  version: v0.20.1-3-g6e2ffbc-dirty
-api_directory_checksum: d1a8286cb85155b185875aae9e3a72beaf720595
+  go_version: go1.17.13
+  version: v0.20.1-3-g6e2ffbc
+api_directory_checksum: 48886052888c7166740636bc128afdb53d05a4cb
 api_version: v1alpha1
-aws_sdk_go_version: v1.44.93
+aws_sdk_go_version: v1.44.117
 generator_config_info:
-  file_checksum: afd4f10e7b9ed9b76e24dfcfefb646c024b03271
+  file_checksum: 60bfaf57553c2e031a3e78bc8bb9c3535ad8ada8
   original_file_name: generator.yaml
 last_modification:
   reason: API generation

apis/v1alpha1/app.go

@@ -172,6 +172,8 @@ resources:
         compare:
           is_ignored: true
   TrainingJob:
+    reconcile: 
+      requeue_on_success_seconds: 300
     exceptions:
       errors:
           404:
@@ -186,8 +188,14 @@ resources:
     hooks:
       delta_pre_compare:
         code: customSetDefaults(a, b)
+      delta_post_compare:
+        code: customPostCompare(b, a, delta)
       sdk_read_one_post_set_output:
         code: rm.customSetOutput(&resource{ko})
+      sdk_update_post_build_request:
+        template_path: training_job/sdk_update_post_build_request.go.tpl
+      sdk_update_post_set_output:
+        template_path: training_job/sdk_update_post_set_output.go.tpl
       sdk_delete_pre_build_request:
         template_path: training_job/sdk_delete_pre_build_request.go.tpl
       sdk_delete_post_request:
@@ -229,7 +237,27 @@ resources:
           priority: 1
         from:
           operation: DescribeTrainingJob
-          path: FailureReason 
+          path: FailureReason
+      WarmPoolStatus:
+        is_read_only: true
+        from:
+          operation: DescribeTrainingJob
+          path: WarmPoolStatus
+      ProfilingStatus:
+        is_read_only: true
+        from: 
+          operation: DescribeTrainingJob
+          path: ProfilingStatus
+      LastModifiedTime:
+        is_read_only: true
+        from:
+          operation: DescribeTrainingJob
+          path: LastModifiedTime
+      CreationTime:
+        is_read_only: true
+        from:
+          operation: DescribeTrainingJob
+          path: CreationTime
       AlgorithmSpecification.MetricDefinitions:
         compare:
           is_ignored: true
@@ -972,7 +1000,6 @@ ignore:
       - Workforce
       - Workteam
     operations:
-      - UpdateTrainingJob
       - UpdateFeatureGroup
     shape_names:
       # RSessionAppSettings is an empty struct that causes generation errors
@@ -982,7 +1009,12 @@ ignore:
       - ExecutionRoleIdentityConfig
       - HyperParameterTuningResourceConfig
       - InstanceMetadataServiceConfiguration
+      - CanvasAppSettings
+      - ExplainerConfig
+      - HyperParameterTuningJobStrategyConfig
+      - DisableProfiler
     field_paths:
       - StartPipelineExecutionInput.ClientRequestToken
       - CreatePipelineInput.ClientRequestToken
       - CreatePipelineInput.PipelineDefinitionS3Location
+