Merge branch 'main' into dependabot/pip/modules/sagemaker/sagemaker-templates/templates/finetune_llm_evaluation/seed_code/build_app/sagemaker-2.237.3

weklund · web-flow · commit 815267c1dc17 · 2026-01-22T22:20:55.000-05:00
diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -11,6 +11,23 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### **Changed**
 
+- `sagemaker-model-monitoring` now triggers a one-time baseline generation upon deployment 
+- update seedfarmer version to 8.0.0 
+- fixed duplicate principal error in `sagemaker-templates` module when dev, pre-prod, and prod account IDs resolve to the same AWS account
+- fixed `sagemaker-templates` Model Deploy seed code incorrectly granting S3 permissions to a ManagedPolicy instead of a Role, which caused deployment failures with CDK 2.174.0+
+- update qs to 6.14.1 via npm override to address security vulnerability
+- pin @cdklabs/generative-ai-cdk-constructs to 0.1.311 to fix build compatibility
+- update starlette to 0.50.0 and fastapi to 0.128.0 to address security vulnerabilities
+
+
+## v3.1.0
+
+### **Added**
+
+- added `enable-data-capture` parameter to `sagemaker-templates` Model Deploy template to enable endpoint data capture (default: true)
+
+### **Changed**
+
 ## v3.0.0
 
 Bumping to new major version due to not supporting Python 3.8 anymore, as it is End-of-Life.
diff --git a/examples/manifests/event-bus-modules.yaml b/examples/manifests/event-bus-modules.yaml
@@ -1,5 +1,5 @@
 name: event-bus
-path: git::https://github.com/awslabs/aiops-modules.git//modules/examples/event-bus?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/examples/event-bus?ref=release/3.1.0&depth=1
 targetAccount: tooling
 parameters:
   - name: event_bus_name
diff --git a/examples/manifests/fmops-modules.yaml b/examples/manifests/fmops-modules.yaml
@@ -1,5 +1,5 @@
 name: jumpstart-hf-asrwhisper-endpoint
-path: git::https://github.com/awslabs/aiops-modules.git//modules/fmops/sagemaker-jumpstart-fm-endpoint?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/fmops/sagemaker-jumpstart-fm-endpoint?ref=release/3.1.0&depth=1
 targetAccount: primary
 parameters:
   - name: jump-start-model-name
diff --git a/examples/manifests/personas-modules.yaml b/examples/manifests/personas-modules.yaml
@@ -1,5 +1,5 @@
 name: personas
-path: git::https://github.com/awslabs/aiops-modules.git//modules/examples/personas?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/examples/personas?ref=release/3.1.0&depth=1
 parameters:
   - name: bucket-name
     value: my-bucket
diff --git a/examples/manifests/sagemaker-endpoints-modules.yaml b/examples/manifests/sagemaker-endpoints-modules.yaml
@@ -1,7 +1,7 @@
 # This is an example manifest group.
 # Replace the parameters with the parameters for your model below prior the deployment.
 name: endpoint
-path: git::https://github.com/awslabs/aiops-modules.git//sagemaker/fmops/sagemaker-endpoint?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//sagemaker/fmops/sagemaker-endpoint?ref=release/3.1.0&depth=1
 parameters:
   - name: sagemaker_project_id
     value: project-1
diff --git a/examples/manifests/sagemaker-hugging-face.yml b/examples/manifests/sagemaker-hugging-face.yml
@@ -1,5 +1,5 @@
 name: hugging-face-mistral-endpoint
-path: git::https://github.com/awslabs/aiops-modules.git//modules/fmops/sagemaker-hugging-face-endpoint?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/fmops/sagemaker-hugging-face-endpoint?ref=release/3.1.0&depth=1
 targetAccount: primary
 parameters:
   - name: hugging-face-model-id
diff --git a/examples/manifests/sagemaker-model-package-group-modules.yaml b/examples/manifests/sagemaker-model-package-group-modules.yaml
@@ -1,5 +1,5 @@
 name: source-model-package-group
-path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-model-package-group?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-model-package-group?ref=release/3.1.0&depth=1
 targetAccount: primary
 parameters:
   - name: model_package_group_name
@@ -18,7 +18,7 @@ parameters:
     value: test
 ---
 name: target-model-package-group
-path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-model-package-group?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-model-package-group?ref=release/3.1.0&depth=1
 targetAccount: tooling
 parameters:
   - name: model_package_group_name
diff --git a/examples/manifests/sagemaker-model-package-promote-pipeline-modules.yaml b/examples/manifests/sagemaker-model-package-promote-pipeline-modules.yaml
@@ -1,5 +1,5 @@
 name: model-pipeline
-path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-model-package-promote-pipeline?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-model-package-promote-pipeline?ref=release/3.1.0&depth=1
 targetAccount: tooling
 parameters:
   - name: source_model_package_group_arn
diff --git a/examples/manifests/sagemaker-notebook-modules.yaml b/examples/manifests/sagemaker-notebook-modules.yaml
@@ -1,5 +1,5 @@
 name: notebook
-path: git::https://github.com/awslabs/aiops-modules.git//modules/modules/sagemaker/sagemaker-notebook?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/modules/sagemaker/sagemaker-notebook?ref=release/3.1.0&depth=1
 parameters:
   - name: notebook_name
     value: dummy
diff --git a/examples/manifests/sagemaker-templates-modules-codecommit.yaml b/examples/manifests/sagemaker-templates-modules-codecommit.yaml
@@ -1,5 +1,5 @@
 name: service-catalog
-path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-templates?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-templates?ref=release/3.1.0&depth=1
 targetAccount: primary
 parameters:
   - name: repository-type
diff --git a/examples/manifests/sagemaker-templates-modules-github.yaml b/examples/manifests/sagemaker-templates-modules-github.yaml
@@ -1,5 +1,5 @@
 name: service-catalog
-path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-templates?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-templates?ref=release/3.1.0&depth=1
 targetAccount: primary
 parameters:
   - name: repository-type
diff --git a/examples/manifests/sagemaker-templates-modules.yaml b/examples/manifests/sagemaker-templates-modules.yaml
@@ -150,6 +150,8 @@ parameters:
     value: test-1
   - name: model_bucket_name
     value: test-1
+  - name: enable_data_capture
+    value: true
 ---
 name: templates-hf
 path: modules/sagemaker/sagemaker-templates
diff --git a/examples/sagemaker-ground-truth-labeling/image_bounding_box/sagemaker-ground-truth-labeling.yaml b/examples/sagemaker-ground-truth-labeling/image_bounding_box/sagemaker-ground-truth-labeling.yaml
@@ -1,5 +1,5 @@
 name: ground-truth-labeling
-path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-ground-truth-labeling?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-ground-truth-labeling?ref=release/3.1.0&depth=1
 targetAccount: primary
 parameters:
   - name: job_name
diff --git a/examples/sagemaker-ground-truth-labeling/image_multi_label_classification/sagemaker-ground-truth-labeling.yaml b/examples/sagemaker-ground-truth-labeling/image_multi_label_classification/sagemaker-ground-truth-labeling.yaml
@@ -1,5 +1,5 @@
 name: ground-truth-labeling
-path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-ground-truth-labeling?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-ground-truth-labeling?ref=release/3.1.0&depth=1
 targetAccount: primary
 parameters:
   - name: job_name
diff --git a/examples/sagemaker-ground-truth-labeling/image_semantic_segmentation/sagemaker-ground-truth-labeling.yaml b/examples/sagemaker-ground-truth-labeling/image_semantic_segmentation/sagemaker-ground-truth-labeling.yaml
@@ -1,5 +1,5 @@
 name: ground-truth-labeling
-path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-ground-truth-labeling?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-ground-truth-labeling?ref=release/3.1.0&depth=1
 targetAccount: primary
 parameters:
   - name: job_name
diff --git a/examples/sagemaker-ground-truth-labeling/image_single_label_classification/sagemaker-ground-truth-labeling.yaml b/examples/sagemaker-ground-truth-labeling/image_single_label_classification/sagemaker-ground-truth-labeling.yaml
@@ -1,5 +1,5 @@
 name: ground-truth-labeling
-path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-ground-truth-labeling?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-ground-truth-labeling?ref=release/3.1.0&depth=1
 targetAccount: primary
 parameters:
   - name: job_name
diff --git a/examples/sagemaker-ground-truth-labeling/named_entity_recognition/sagemaker-ground-truth-labeling.yaml b/examples/sagemaker-ground-truth-labeling/named_entity_recognition/sagemaker-ground-truth-labeling.yaml
@@ -1,5 +1,5 @@
 name: ground-truth-labeling
-path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-ground-truth-labeling?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-ground-truth-labeling?ref=release/3.1.0&depth=1
 targetAccount: primary
 parameters:
   - name: job_name
diff --git a/examples/sagemaker-ground-truth-labeling/text_multi_label_classification/sagemaker-ground-truth-labeling.yaml b/examples/sagemaker-ground-truth-labeling/text_multi_label_classification/sagemaker-ground-truth-labeling.yaml
@@ -1,5 +1,5 @@
 name: ground-truth-labeling
-path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-ground-truth-labeling?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-ground-truth-labeling?ref=release/3.1.0&depth=1
 targetAccount: primary
 parameters:
   - name: job_name
diff --git a/examples/sagemaker-ground-truth-labeling/text_single_label_classification/sagemaker-ground-truth-labeling.yaml b/examples/sagemaker-ground-truth-labeling/text_single_label_classification/sagemaker-ground-truth-labeling.yaml
@@ -1,5 +1,5 @@
 name: ground-truth-labeling
-path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-ground-truth-labeling?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-ground-truth-labeling?ref=release/3.1.0&depth=1
 targetAccount: primary
 parameters:
   - name: job_name
diff --git a/manifests/bedrock-finetuning-sfn/bedrock-finetuning-modules.yaml b/manifests/bedrock-finetuning-sfn/bedrock-finetuning-modules.yaml
@@ -1,5 +1,5 @@
 name: bedrock-finetuning
-path: git::https://github.com/awslabs/aiops-modules.git//modules/fmops/bedrock-finetuning?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/fmops/bedrock-finetuning?ref=release/3.1.0&depth=1
 targetAccount: primary
 parameters:
   - name: bedrock-base-model-ID
diff --git a/manifests/deepseek-sagemaker/sagemaker-endpoints-modules.yaml b/manifests/deepseek-sagemaker/sagemaker-endpoints-modules.yaml
@@ -1,5 +1,5 @@
 name: deepseek-jumpstart
-path: git::https://github.com/awslabs/aiops-modules.git//modules/fmops/sagemaker-jumpstart-fm-endpoint?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/fmops/sagemaker-jumpstart-fm-endpoint?ref=release/3.1.0&depth=1
 targetAccount: primary
 parameters:
   - name: jump-start-model-name
diff --git a/manifests/deepseek-sagemaker/sagemaker-studio-modules.yaml b/manifests/deepseek-sagemaker/sagemaker-studio-modules.yaml
@@ -1,5 +1,5 @@
 name: studio
-path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-studio?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-studio?ref=release/3.1.0&depth=1
 targetAccount: primary
 parameters:
   - name: vpc_id
diff --git a/manifests/eks-strands-agents-demo/core-modules.yaml b/manifests/eks-strands-agents-demo/core-modules.yaml
@@ -1,5 +1,5 @@
 name: eks
-path: git::https://github.com/awslabs/aiops-modules.git//modules/agents/eks-strands-agents-demo?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/agents/eks-strands-agents-demo?ref=release/3.1.0&depth=1
 parameters:
   - name: EksClusterName
     value: eks-strands-agents-demo
diff --git a/manifests/fine-tuning-6b/images-modules.yaml b/manifests/fine-tuning-6b/images-modules.yaml
@@ -1,5 +1,5 @@
 name: ray
-path: git::https://github.com/awslabs/aiops-modules.git//modules/eks/ray-image?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/eks/ray-image?ref=release/3.1.0&depth=1
 targetAccount: primary
 parameters:
   - name: EcrRepoName
diff --git a/manifests/fine-tuning-6b/ray-cluster-modules.yaml b/manifests/fine-tuning-6b/ray-cluster-modules.yaml
@@ -1,5 +1,5 @@
 name: ray-cluster
-path: git::https://github.com/awslabs/aiops-modules.git//modules/eks/ray-cluster?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/eks/ray-cluster?ref=release/3.1.0&depth=1
 parameters:
   - name: EksClusterAdminRoleArn
     valueFrom:
diff --git a/manifests/fine-tuning-6b/ray-operator-modules.yaml b/manifests/fine-tuning-6b/ray-operator-modules.yaml
@@ -1,5 +1,5 @@
 name: ray-operator
-path: git::https://github.com/awslabs/aiops-modules.git//modules/eks/ray-operator?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/eks/ray-operator?ref=release/3.1.0&depth=1
 parameters:
   - name: EksClusterAdminRoleArn
     valueFrom:
diff --git a/manifests/fine-tuning-6b/ray-orchestrator-modules.yaml b/manifests/fine-tuning-6b/ray-orchestrator-modules.yaml
@@ -1,5 +1,5 @@
 name: ray-orchestrator
-path: git::https://github.com/awslabs/aiops-modules.git//modules/eks/ray-orchestrator?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/eks/ray-orchestrator?ref=release/3.1.0&depth=1
 parameters:
   - name: Namespace
     valueFrom:
diff --git a/manifests/fmops-qna-rag/qna-rag-modules.yaml b/manifests/fmops-qna-rag/qna-rag-modules.yaml
@@ -1,5 +1,5 @@
 name: qna-rag
-path: git::https://github.com/awslabs/aiops-modules.git//modules/fmops/qna-rag?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/fmops/qna-rag?ref=release/3.1.0&depth=1
 parameters:
   - name: cognito-pool-id
     # Replace below value with valid congnito pool id
diff --git a/manifests/hyperpod-eks/hyperpod-modules.yaml b/manifests/hyperpod-eks/hyperpod-modules.yaml
@@ -1,5 +1,5 @@
 name: hp
-path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/hyperpod-eks-tf?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/hyperpod-eks-tf?ref=release/3.1.0&depth=1
 targetAccount: primary
 parameters:
   - name: AvailabilityZoneId
diff --git a/manifests/mlflow-tracking/images-ai-gw-modules.yaml b/manifests/mlflow-tracking/images-ai-gw-modules.yaml
@@ -1,5 +1,5 @@
 name: mlflow-ai-gw-image
-path: git::https://github.com/awslabs/aiops-modules.git//modules/mlflow/mlflow-ai-gw-image?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/mlflow/mlflow-ai-gw-image?ref=release/3.1.0&depth=1
 targetAccount: primary
 parameters:
   - name: ecr-repository-name
diff --git a/manifests/mlflow-tracking/images-modules.yaml b/manifests/mlflow-tracking/images-modules.yaml
@@ -1,5 +1,5 @@
 name: mlflow-image
-path: git::https://github.com/awslabs/aiops-modules.git//modules/mlflow/mlflow-image?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/mlflow/mlflow-image?ref=release/3.1.0&depth=1
 targetAccount: primary
 parameters:
   - name: ecr-repository-name
diff --git a/manifests/mlflow-tracking/mlflow-modules.yaml b/manifests/mlflow-tracking/mlflow-modules.yaml
@@ -1,5 +1,5 @@
 name: mlflow-fargate
-path: git::https://github.com/awslabs/aiops-modules.git//modules/mlflow/mlflow-fargate?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/mlflow/mlflow-fargate?ref=release/3.1.0&depth=1
 targetAccount: primary
 parameters:
   - name: vpc-id
diff --git a/manifests/mlflow-tracking/sagemaker-studio-modules.yaml b/manifests/mlflow-tracking/sagemaker-studio-modules.yaml
@@ -1,5 +1,5 @@
 name: studio
-path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-studio?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-studio?ref=release/3.1.0&depth=1
 targetAccount: primary
 parameters:
   - name: vpc_id
diff --git a/manifests/mlops-sagemaker-multiacc/kernels-modules.yaml b/manifests/mlops-sagemaker-multiacc/kernels-modules.yaml
@@ -1,5 +1,5 @@
 name: sagemaker-custom-kernel
-path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-custom-kernel?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-custom-kernel?ref=release/3.1.0&depth=1
 targetAccount: dev
 parameters:
   - name: ecr-repo-name
diff --git a/manifests/mlops-sagemaker-multiacc/sagemaker-model-cicd-modules.yaml b/manifests/mlops-sagemaker-multiacc/sagemaker-model-cicd-modules.yaml
@@ -1,5 +1,5 @@
 name: model  # replace with name of the ML model you prefer
-path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-model-cicd?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-model-cicd?ref=release/3.1.0&depth=1
 targetAccount: tooling
 parameters:
   - name: infra-repo
diff --git a/manifests/mlops-sagemaker-multiacc/sagemaker-studio-modules.yaml b/manifests/mlops-sagemaker-multiacc/sagemaker-studio-modules.yaml
@@ -1,5 +1,5 @@
 name: studio
-path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-studio?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-studio?ref=release/3.1.0&depth=1
 targetAccount: dev
 parameters:
   - name: vpc_id
diff --git a/manifests/mlops-sagemaker-multiacc/sagemaker-templates-modules.yaml b/manifests/mlops-sagemaker-multiacc/sagemaker-templates-modules.yaml
@@ -1,5 +1,5 @@
 name: service-catalog
-path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-templates-service-catalog?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-templates-service-catalog?ref=release/3.1.0&depth=1
 targetAccount: dev
 parameters:
   - name: portfolio-access-role-arn
diff --git a/manifests/mlops-sagemaker/sagemaker-studio-modules.yaml b/manifests/mlops-sagemaker/sagemaker-studio-modules.yaml
@@ -1,5 +1,5 @@
 name: studio
-path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-studio?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-studio?ref=release/3.1.0&depth=1
 targetAccount: primary
 parameters:
   - name: vpc_id
diff --git a/manifests/mlops-sagemaker/sagemaker-templates-factory-modules.yaml b/manifests/mlops-sagemaker/sagemaker-templates-factory-modules.yaml
@@ -1,5 +1,5 @@
 name: templates-xgboost
-path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-templates-service-catalog?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-templates-service-catalog?ref=release/3.1.0&depth=1
 targetAccount: primary
 parameters:
   - name: project_template_type
@@ -38,7 +38,7 @@ parameters:
   #   value: False
 ---
 name: templates-batch
-path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-templates-service-catalog?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-templates-service-catalog?ref=release/3.1.0&depth=1
 targetAccount: primary
 parameters:
   - name: project_template_type
@@ -79,7 +79,7 @@ parameters:
     value: batch-1
 ---
 name: templates-deploy
-path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-templates-service-catalog?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-templates-service-catalog?ref=release/3.1.0&depth=1
 targetAccount: primary
 parameters:
   - name: project_template_type
@@ -152,9 +152,11 @@ parameters:
     value: test-1
   - name: model_bucket_name
     value: test-1
+  - name: enable_data_capture
+    value: true
 ---
 name: templates-hf
-path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-templates-service-catalog?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-templates-service-catalog?ref=release/3.1.0&depth=1
 targetAccount: primary
 parameters:
   - name: project_template_type
@@ -193,7 +195,7 @@ parameters:
     value: model-1
 ---
 name: templates-finetune-llm
-path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-templates-service-catalog?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/sagemaker/sagemaker-templates-service-catalog?ref=release/3.1.0&depth=1
 targetAccount: primary
 parameters:
   - name: project_template_type
diff --git a/manifests/mlops-sagemaker/sagemaker-templates-modules-backup.yaml b/manifests/mlops-sagemaker/sagemaker-templates-modules-backup.yaml
@@ -150,6 +150,8 @@ parameters:
     value: test-1
   - name: model_bucket_name
     value: test-1
+  - name: enable_data_capture
+    value: true
 ---
 name: hf
 path: modules/sagemaker/sagemaker-templates
diff --git a/manifests/mlops-stepfunctions/mlops-stepfunctions.yaml b/manifests/mlops-stepfunctions/mlops-stepfunctions.yaml
@@ -1,5 +1,5 @@
 name: stepfunctions
-path: git::https://github.com/awslabs/aiops-modules.git//modules/examples/mlops-stepfunctions?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/examples/mlops-stepfunctions?ref=release/3.1.0&depth=1
 targetAccount: primary
 parameters:
   - name: model-name
diff --git a/manifests/mwaa-ml-training/mwaa-dag-modules.yaml b/manifests/mwaa-ml-training/mwaa-dag-modules.yaml
@@ -1,5 +1,5 @@
 name: dags
-path: git::https://github.com/awslabs/aiops-modules.git//modules/examples/airflow-dags?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/examples/airflow-dags?ref=release/3.1.0&depth=1
 targetAccount: primary
 parameters:
   - name: dag-bucket-name
diff --git a/manifests/ray-on-eks/images-modules.yaml b/manifests/ray-on-eks/images-modules.yaml
@@ -1,5 +1,5 @@
 name: ray
-path: git::https://github.com/awslabs/aiops-modules.git//modules/eks/ray-image?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/eks/ray-image?ref=release/3.1.0&depth=1
 targetAccount: primary
 parameters:
   - name: EcrRepoName
diff --git a/manifests/ray-on-eks/ray-cluster-modules.yaml b/manifests/ray-on-eks/ray-cluster-modules.yaml
@@ -1,5 +1,5 @@
 name: ray-cluster
-path: git::https://github.com/awslabs/aiops-modules.git//modules/eks/ray-cluster?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/eks/ray-cluster?ref=release/3.1.0&depth=1
 parameters:
   - name: EksClusterAdminRoleArn
     valueFrom:
diff --git a/manifests/ray-on-eks/ray-operator-modules.yaml b/manifests/ray-on-eks/ray-operator-modules.yaml
@@ -1,5 +1,5 @@
 name: ray-operator
-path: git::https://github.com/awslabs/aiops-modules.git//modules/eks/ray-operator?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/eks/ray-operator?ref=release/3.1.0&depth=1
 parameters:
   - name: EksClusterAdminRoleArn
     valueFrom:
diff --git a/manifests/ray-on-eks/ray-orchestrator-modules.yaml b/manifests/ray-on-eks/ray-orchestrator-modules.yaml
@@ -1,5 +1,5 @@
 name: ray-orchestrator
-path: git::https://github.com/awslabs/aiops-modules.git//modules/eks/ray-orchestrator?ref=release/3.0.0&depth=1
+path: git::https://github.com/awslabs/aiops-modules.git//modules/eks/ray-orchestrator?ref=release/3.1.0&depth=1
 parameters:
   - name: Namespace
     valueFrom:
diff --git a/modules/examples/mlops-stepfunctions/requirements.in b/modules/examples/mlops-stepfunctions/requirements.in
diff --git a/modules/examples/mlops-stepfunctions/requirements.txt b/modules/examples/mlops-stepfunctions/requirements.txt
diff --git a/modules/fmops/sagemaker-jumpstart-fm-endpoint/package-lock.json b/modules/fmops/sagemaker-jumpstart-fm-endpoint/package-lock.json
diff --git a/modules/fmops/sagemaker-jumpstart-fm-endpoint/package.json b/modules/fmops/sagemaker-jumpstart-fm-endpoint/package.json
diff --git a/modules/sagemaker/sagemaker-model-monitoring/README.md b/modules/sagemaker/sagemaker-model-monitoring/README.md
diff --git a/modules/sagemaker/sagemaker-model-monitoring/sagemaker_model_monitoring/baselining_construct.py b/modules/sagemaker/sagemaker-model-monitoring/sagemaker_model_monitoring/baselining_construct.py
diff --git a/modules/sagemaker/sagemaker-model-monitoring/tests/test_stack.py b/modules/sagemaker/sagemaker-model-monitoring/tests/test_stack.py
diff --git a/modules/sagemaker/sagemaker-templates/README.md b/modules/sagemaker/sagemaker-templates/README.md
diff --git a/modules/sagemaker/sagemaker-templates/settings.py b/modules/sagemaker/sagemaker-templates/settings.py
diff --git a/modules/sagemaker/sagemaker-templates/stack.py b/modules/sagemaker/sagemaker-templates/stack.py
diff --git a/modules/sagemaker/sagemaker-templates/templates/finetune_llm_evaluation/product_stack.py b/modules/sagemaker/sagemaker-templates/templates/finetune_llm_evaluation/product_stack.py
diff --git a/modules/sagemaker/sagemaker-templates/templates/hf_import_models/product_stack.py b/modules/sagemaker/sagemaker-templates/templates/hf_import_models/product_stack.py
diff --git a/modules/sagemaker/sagemaker-templates/templates/model_deploy/product_stack.py b/modules/sagemaker/sagemaker-templates/templates/model_deploy/product_stack.py
diff --git a/modules/sagemaker/sagemaker-templates/templates/model_deploy/seed_code/deploy_app/config/constants.py b/modules/sagemaker/sagemaker-templates/templates/model_deploy/seed_code/deploy_app/config/constants.py
diff --git a/modules/sagemaker/sagemaker-templates/templates/model_deploy/seed_code/deploy_app/deploy_app/deploy_endpoint_stack.py b/modules/sagemaker/sagemaker-templates/templates/model_deploy/seed_code/deploy_app/deploy_app/deploy_endpoint_stack.py
diff --git a/modules/sagemaker/sagemaker-templates/templates/model_deploy/seed_code/deploy_app/deploy_app/pipeline_stack.py b/modules/sagemaker/sagemaker-templates/templates/model_deploy/seed_code/deploy_app/deploy_app/pipeline_stack.py
diff --git a/modules/sagemaker/sagemaker-templates/templates/xgboost_abalone/product_stack.py b/modules/sagemaker/sagemaker-templates/templates/xgboost_abalone/product_stack.py
diff --git a/modules/sagemaker/sagemaker-templates/tests/test_stack.py b/modules/sagemaker/sagemaker-templates/tests/test_stack.py
diff --git a/one-click-launch.yaml b/one-click-launch.yaml
diff --git a/requirements.txt b/requirements.txt
