feat: Support LabelingJob CRD (#303)

Issue #, if available:
Related request issue: aws-controllers-k8s/community#1639

Description of changes:
- Support LabelingJob CRD
- Formatted python files using [black](https://github.com/psf/black)
- Removed unused imports in test files
- Converted hardcoded ACK.Condition status to ACK test-infra's [global vars](https://github.com/aws-controllers-k8s/test-infra/blob/817a75417079e595b394e175c1463ebcec958f97/src/acktest/k8s/condition.py#L20-L26).

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

Author: sirutBuasai

ATTRIBUTION.md

@@ -1,13 +1,13 @@
 ack_generate_info:
-  build_date: "2025-06-02T19:22:34Z"
+  build_date: "2025-06-04T05:46:26Z"
   build_hash: abd45b45e7726b7893641afaeae805281358e684
-  go_version: go1.24.2
-  version: v0.47.2
-api_directory_checksum: 88ea6310906fb357a184f545b315fe64119f04b4
+  go_version: go1.24.3
+  version: v0.47.2-dirty
+api_directory_checksum: 9633c84a1672c5342cd2d977c6807bd31f463586
 api_version: v1alpha1
 aws_sdk_go_version: v1.32.6
 generator_config_info:
-  file_checksum: ee0fc44fc3f0dbad118ea064ae491f0559f3f42f
+  file_checksum: fe0cce3df95f113f47c09efc7fd3cc531d3eb5dc
   original_file_name: generator.yaml
 last_modification:
   reason: API generation

apis/v1alpha1/ack-generate-metadata.yaml

@@ -22,6 +22,9 @@ operations:
   StopPipelineExecution:
     operation_type: Delete
     resource_name: PipelineExecution
+  StopLabelingJob:
+    operation_type: Delete
+    resource_name: LabelingJob
 resources:
   Model:
     hooks:
@@ -129,7 +132,7 @@ resources:
         compare:
           is_ignored: true
   Endpoint:
-    reconcile: 
+    reconcile:
       requeue_on_success_seconds: 30
     update_conditions_custom_method_name: CustomUpdateConditions
     exceptions:
@@ -199,7 +202,7 @@ resources:
         compare:
           is_ignored: true
   TrainingJob:
-    reconcile: 
+    reconcile:
       requeue_on_success_seconds: 300
     exceptions:
       errors:
@@ -272,7 +275,7 @@ resources:
           path: WarmPoolStatus
       ProfilingStatus:
         is_read_only: true
-        from: 
+        from:
           operation: DescribeTrainingJob
           path: ProfilingStatus
       LastModifiedTime:
@@ -348,7 +351,7 @@ resources:
           priority: 1
         from:
           operation: DescribeProcessingJob
-          path: FailureReason      
+          path: FailureReason
       Tags:
         compare:
           is_ignored: true
@@ -391,10 +394,10 @@ resources:
           path: FailureReason
       TransformInput.SplitType:
         late_initialize:
-          min_backoff_seconds: 5   
-      TransformInput.CompressionType: 
+          min_backoff_seconds: 5
+      TransformInput.CompressionType:
         late_initialize:
-          min_backoff_seconds: 5  
+          min_backoff_seconds: 5
       Tags:
         compare:
           is_ignored: true
@@ -543,7 +546,7 @@ resources:
         compare:
           is_ignored: true
   MonitoringSchedule:
-    reconcile: 
+    reconcile:
       requeue_on_success_seconds: 30
     update_conditions_custom_method_name: CustomUpdateConditions
     exceptions:
@@ -642,7 +645,7 @@ resources:
           name: STATUS
         from:
           operation: DescribeModelPackage
-          path: ModelPackageStatus 
+          path: ModelPackageStatus
       CreationTime:
         is_read_only: true
         from:
@@ -719,7 +722,7 @@ resources:
   NotebookInstance:
     # Resource state/status can be modified in Sagemaker Console
     # Need to reconcile to catch these state/status changes
-    reconcile: 
+    reconcile:
       requeue_on_success_seconds: 60
     exceptions:
       errors:
@@ -731,7 +734,7 @@ resources:
         - InvalidParameterValue
         - MissingParameter
     hooks:
-      sdk_read_one_post_set_output: 
+      sdk_read_one_post_set_output:
         template_path: notebook_instance/sdk_read_one_post_set_output.go.tpl
       delta_pre_compare:
         code: customSetDefaults(a, b)
@@ -779,7 +782,7 @@ resources:
           is_ignored: true
       VolumeSizeInGB:
         late_initialize:
-          min_backoff_seconds: 5        
+          min_backoff_seconds: 5
   ModelPackageGroup:
       exceptions:
         errors:
@@ -790,21 +793,21 @@ resources:
           - InvalidParameterCombination
           - InvalidParameterValue
           - MissingParameter
-          - ConflictException   
+          - ConflictException
       fields:
         ModelPackageGroupStatus:
           is_read_only: true
           print:
             name: STATUS
           from:
             operation: DescribeModelPackageGroup
-            path: ModelPackageGroupStatus    
+            path: ModelPackageGroupStatus
         Tags:
           compare:
-            is_ignored: true       
+            is_ignored: true
       hooks:
         sdk_read_one_post_set_output:
-          code: rm.customSetOutput(&resource{ko})  
+          code: rm.customSetOutput(&resource{ko})
         sdk_delete_pre_build_request:
           template_path: common/sdk_delete_pre_build_request.go.tpl
         sdk_delete_post_request:
@@ -845,7 +848,7 @@ resources:
       # Custom code is implemented for these fields delta comparison
       OnCreate:
         compare:
-          is_ignored: true  
+          is_ignored: true
       OnStart:
         compare:
           is_ignored: true
@@ -861,7 +864,7 @@ resources:
         - InvalidParameterCombination
         - InvalidParameterValue
         - MissingParameter
-    hooks: 
+    hooks:
       sdk_create_post_set_output:
         template_path: domain/sdk_create_post_set_output.go.tpl
       sdk_read_one_post_set_output:
@@ -886,7 +889,7 @@ resources:
           name: STATUS
         from:
           operation: DescribeDomain
-          path: Status 
+          path: Status
       AppNetworkAccessType:
         late_initialize:
           min_backoff_seconds: 5
@@ -901,7 +904,7 @@ resources:
           min_backoff_seconds: 5
       Tags:
         compare:
-          is_ignored: true   
+          is_ignored: true
   UserProfile:
     exceptions:
       errors:
@@ -912,7 +915,7 @@ resources:
         - InvalidParameterCombination
         - InvalidParameterValue
         - MissingParameter
-    hooks: 
+    hooks:
       sdk_read_one_post_set_output:
         code: rm.customDescribeUserProfileSetOutput(ko)
       sdk_update_pre_build_request:
@@ -934,7 +937,7 @@ resources:
           min_backoff_seconds: 5
       Tags:
         compare:
-          is_ignored: true  
+          is_ignored: true
   App:
     exceptions:
       errors:
@@ -945,7 +948,7 @@ resources:
         - InvalidParameterCombination
         - InvalidParameterValue
         - MissingParameter
-    hooks: 
+    hooks:
       sdk_read_one_post_set_output:
         code: rm.customDescribeAppSetOutput(ko)
       sdk_delete_pre_build_request:
@@ -959,7 +962,7 @@ resources:
           name: STATUS
         from:
           operation: DescribeApp
-          path: Status 
+          path: Status
       ResourceSpec:
         late_initialize:
           min_backoff_seconds: 5
@@ -1001,7 +1004,7 @@ resources:
   PipelineExecution:
     # Resource state/status can have automatic retry-policy
     # Need to reconcile to catch these state/status changes
-    reconcile: 
+    reconcile:
       requeue_on_success_seconds: 60
     hooks:
       sdk_read_one_pre_set_output:
@@ -1052,6 +1055,72 @@ resources:
         - ResourceNotFound
     tags:
       ignore: true
+  LabelingJob:
+    exceptions:
+      errors:
+        404:
+          code: ValidationException
+      terminal_codes:
+        - ResourceNotFound
+        - ResourceInUse
+        - InvalidParameterCombination
+        - InvalidParameterValue
+        - MissingParameter
+    hooks:
+      delta_pre_compare:
+        code: customSetDefaults(a, b)
+      sdk_read_one_post_set_output:
+        code: rm.customSetOutput(&resource{ko})
+      sdk_delete_pre_build_request:
+        template_path: labeling_job/sdk_delete_pre_build_request.go.tpl
+      sdk_delete_post_request:
+        template_path: common/sdk_delete_post_request.go.tpl
+    fields:
+      OutputConfig.KMSKeyID:
+        late_initialize:
+          min_backoff_seconds: 5
+      HumanTaskConfig.MaxConcurrentTaskCount:
+        late_initialize:
+          min_backoff_seconds: 5
+      HumanTaskConfig.TaskAvailabilityLifetimeInSeconds:
+        late_initialize:
+          min_backoff_seconds: 5
+      LabelingJobAlgorithmsConfig.LabelingJobResourceConfig:
+        late_initialize:
+          min_backoff_seconds: 5
+      LabelingJobStatus:
+        is_read_only: true
+        print:
+          name: STATUS
+        from:
+          operation: DescribeLabelingJob
+          path: LabelingJobStatus
+      FailureReason:
+        is_read_only: true
+        print:
+          name: FAILURE-REASON
+          priority: 1
+        from:
+          operation: DescribeLabelingJob
+          path: FailureReason
+      LabelCounters:
+        is_read_only: true
+        from:
+          operation: DescribeLabelingJob
+          path: LabelCounters
+      LabelingJobOutput:
+        is_read_only: true
+        from:
+          operation: DescribeLabelingJob
+          path: LabelingJobOutput
+      JobReferenceCode:
+        is_read_only: true
+        from:
+          operation: DescribeLabelingJob
+          path: JobReferenceCode
+      Tags:
+        compare:
+          is_ignored: true
 ignore:
     resource_names:
       - Algorithm
@@ -1085,7 +1154,7 @@ ignore:
       - Image
       - ImageVersion
       - InferenceExperiment
-      - LabelingJob
+      # - LabelingJob
       # - Model
       - MlflowTrackingServer
       - ModelCard
@@ -1171,5 +1240,3 @@ ignore:
       - ModelPackageContainerDefinition.ModelDataSource
       - S3ModelDataSource.HubAccessConfig
       - S3ModelDataSource.ManifestS3Uri
-
-