diff --git a/.cloudbuild.yaml b/.cloudbuild.yaml
index 7a4d777ef89..c532b6fd217 100644
--- a/.cloudbuild.yaml
+++ b/.cloudbuild.yaml
@@ -170,10 +170,10 @@ steps:
   args: ['pull', 'gcr.io/cloudsql-docker/gce-proxy:1.25.0']
   id:   'pullCloudsqlProxy'
 - name: 'gcr.io/cloud-builders/docker'
-  args: ['pull', 'gcr.io/ml-pipeline/argoexec:v3.4.16-license-compliance']
+  args: ['pull', 'gcr.io/ml-pipeline/argoexec:v3.4.17-license-compliance']
   id:   'pullArgoExecutor'
 - name: 'gcr.io/cloud-builders/docker'
-  args: ['pull', 'gcr.io/ml-pipeline/workflow-controller:v3.4.16-license-compliance']
+  args: ['pull', 'gcr.io/ml-pipeline/workflow-controller:v3.4.17-license-compliance']
   id:   'pullArgoWorkflowController'
 
 # V2 related images
diff --git a/.github/pull_request_template.md b/.github/pull_request_template.md
index ddf0e2deeca..d6525e272fd 100644
--- a/.github/pull_request_template.md
+++ b/.github/pull_request_template.md
@@ -2,6 +2,7 @@
 
 
 **Checklist:**
+- [ ] You have [signed off your commits](https://www.kubeflow.org/docs/about/contributing/#sign-off-your-commits)
 - [ ] The title for your pull request (PR) should follow our title convention. [Learn more about the pull request title convention used in this repository](https://github.com/kubeflow/pipelines/blob/master/CONTRIBUTING.md#pull-request-title-convention). 
 <!--
    PR titles examples:
diff --git a/.github/workflows/backend.yml b/.github/workflows/backend.yml
index e11c177026d..faef43a0042 100644
--- a/.github/workflows/backend.yml
+++ b/.github/workflows/backend.yml
@@ -34,17 +34,17 @@ jobs:
     steps:
       - name: Checkout code
         uses: actions/checkout@v4
-      - name: Create KFP cluster
-        uses: ./.github/actions/kfp-tekton-cluster
-      - name: Set up Python 3.10
+      - name: Set up Python 3.9
         uses: actions/setup-python@v4
         with:
-          python-version: '3.10'
+          python-version: '3.9'
       - name: Install sdk
         run: |
           python3 -m venv .venv
           . .venv/bin/activate
           pip install -e sdk/python
+      - name: Create KFP cluster
+        uses: ./.github/actions/kfp-tekton-cluster
       - name: "flip coin test"
         run: |
           . .venv/bin/activate
diff --git a/.github/workflows/e2e-test.yaml b/.github/workflows/e2e-test.yml
similarity index 80%
rename from .github/workflows/e2e-test.yaml
rename to .github/workflows/e2e-test.yml
index 6b5afffb337..bc7783bafda 100644
--- a/.github/workflows/e2e-test.yaml
+++ b/.github/workflows/e2e-test.yml
@@ -6,7 +6,7 @@ on:
 
   pull_request:
     paths:
-      - '.github/workflows/e2e-test.yaml'
+      - '.github/workflows/e2e-test.yml'
       - 'scripts/deploy/github/**'
       - 'go.mod'
       - 'go.sum'
@@ -23,6 +23,11 @@ jobs:
       - name: Checkout code
         uses: actions/checkout@v4
 
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: 3.9
+
       - name: Create KFP cluster
         uses: ./.github/actions/kfp-cluster
 
@@ -46,6 +51,11 @@ jobs:
       - name: Checkout code
         uses: actions/checkout@v4
 
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: 3.9
+
       - name: Create KFP cluster
         uses: ./.github/actions/kfp-cluster
 
@@ -69,6 +79,11 @@ jobs:
       - name: Checkout code
         uses: actions/checkout@v4
 
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: 3.9
+
       - name: Create KFP cluster
         uses: ./.github/actions/kfp-cluster
 
@@ -92,6 +107,11 @@ jobs:
       - name: Checkout code
         uses: actions/checkout@v4
 
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: 3.9
+
       - name: Create KFP cluster
         uses: ./.github/actions/kfp-cluster
 
@@ -115,6 +135,11 @@ jobs:
       - name: Checkout code
         uses: actions/checkout@v4
 
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: 3.9
+
       - name: Create KFP cluster
         uses: ./.github/actions/kfp-cluster
 
@@ -144,18 +169,25 @@ jobs:
       - name: Checkout code
         uses: actions/checkout@v4
 
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: 3.9
+
       - name: Create KFP cluster
         uses: ./.github/actions/kfp-cluster
 
       - name: Forward API port
         run: ./scripts/deploy/github/forward-port.sh "kubeflow" "ml-pipeline" 8888 8888
 
+      - name: Install prerequisites
+        run: pip3 install -r ./test/sample-test/requirements.txt
+
       - name: Basic sample tests - sequential
-        run: pip3 install -r ./test/sample-test/requirements.txt && pip3 install kfp~=2.0 && python3 ./test/sample-test/sample_test_launcher.py sample_test run_test --namespace kubeflow --test-name sequential --results-gcs-dir output
+        run:  python3 ./test/sample-test/sample_test_launcher.py sample_test run_test --namespace kubeflow --test-name sequential --results-gcs-dir output
 
-#      Disabled while https://github.com/kubeflow/pipelines/issues/10885 is not resolved
-#      - name: Basic sample tests - exit_handler
-#        run: pip3 install -r ./test/sample-test/requirements.txt && pip3 install kfp~=2.0 && python3 ./test/sample-test/sample_test_launcher.py sample_test run_test --namespace kubeflow --test-name exit_handler --results-gcs-dir output
+      - name: Basic sample tests - exit_handler
+        run: python3 ./test/sample-test/sample_test_launcher.py sample_test run_test --namespace kubeflow --test-name exit_handler --results-gcs-dir output
 
       - name: Collect test results
         if: always()
diff --git a/.github/workflows/gcpc-modules-tests.yml b/.github/workflows/gcpc-modules-tests.yml
new file mode 100644
index 00000000000..7ce9f4145e3
--- /dev/null
+++ b/.github/workflows/gcpc-modules-tests.yml
@@ -0,0 +1,56 @@
+name: GCPC modules test
+
+on:
+  push:
+    branches: [master]
+
+  pull_request:
+    paths:
+      - '.github/workflows/gcpc-modules-tests.yml'
+      - 'sdk/python/**'
+
+jobs:
+  all-gcpc-tests:
+    runs-on: ubuntu-24.04
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: 3.9
+      
+      - name: apt-get update
+        run: sudo apt-get update
+
+      - name: Install protobuf-compiler
+        run: sudo apt-get install protobuf-compiler -y
+      
+      - name: Install setuptools
+        run: | 
+          pip3 install setuptools
+          pip3 freeze
+
+      - name: Install Wheel
+        run: pip3 install wheel==0.42.0
+      
+      - name: Install python sdk 
+        run: pip install sdk/python
+
+      - name: Generate API proto files
+        working-directory: ./api
+        run: make clean python
+
+      - name: Install kfp-pipeline-spec from source
+        run: | 
+          python3 -m pip install api/v2alpha1/python
+
+      - name: Install google-cloud component 
+        run: pip install components/google-cloud
+
+      - name: Install Pytest
+        run: pip install $(grep 'pytest==' sdk/python/requirements-dev.txt)
+
+      - name: Run test
+        run: pytest ./test/gcpc-tests/run_all_gcpc_modules.py
diff --git a/.github/workflows/kfp-kubernetes-execution-tests.yml b/.github/workflows/kfp-kubernetes-execution-tests.yml
index f382c1d8324..92c60ccf43d 100644
--- a/.github/workflows/kfp-kubernetes-execution-tests.yml
+++ b/.github/workflows/kfp-kubernetes-execution-tests.yml
@@ -7,6 +7,7 @@ on:
   pull_request:
     paths:
       - '.github/workflows/kfp-kubernetes-execution-tests.yml'
+      - 'scripts/deploy/github/**'
       - 'sdk/python/**'
       - 'api/v2alpha1/**'
       - 'kubernetes_platform/**'
@@ -18,17 +19,17 @@ jobs:
       - name: Checkout code
         uses: actions/checkout@v4
 
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: '3.9'
+
       - name: Create KFP cluster
         uses: ./.github/actions/kfp-cluster
 
       - name: Forward API port
         run: ./scripts/deploy/github/forward-port.sh "kubeflow" "ml-pipeline" 8888 8888
 
-      - name: Set up Python
-        uses: actions/setup-python@v4
-        with:
-          python-version: '3.9'
-
       - name: apt-get update
         run: sudo apt-get update
 
diff --git a/.github/workflows/kfp-kubernetes-library-test.yaml b/.github/workflows/kfp-kubernetes-library-test.yml
similarity index 93%
rename from .github/workflows/kfp-kubernetes-library-test.yaml
rename to .github/workflows/kfp-kubernetes-library-test.yml
index 4249d2e5736..f1ac56e1eea 100644
--- a/.github/workflows/kfp-kubernetes-library-test.yaml
+++ b/.github/workflows/kfp-kubernetes-library-test.yml
@@ -5,7 +5,7 @@ on:
     branches: [master]
   pull_request:
     paths:
-      - '.github/workflows/kfp-kubernetes-library-test.yaml'
+      - '.github/workflows/kfp-kubernetes-library-test.yml'
       - 'sdk/python/**'
       - 'api/v2alpha1/**'
       - 'kubernetes_platform/**'
diff --git a/.github/workflows/kfp-samples.yml b/.github/workflows/kfp-samples.yml
index 08cbed5d14a..e63619f2574 100644
--- a/.github/workflows/kfp-samples.yml
+++ b/.github/workflows/kfp-samples.yml
@@ -6,6 +6,7 @@ on:
       - master
   pull_request:
     paths:
+      - 'scripts/deploy/github/**'
       - 'samples/**'
       - 'backend/src/v2/**'
       - '.github/workflows/kfp-samples.yml'
@@ -21,7 +22,7 @@ jobs:
     - name: Set up Python
       uses: actions/setup-python@v2
       with:
-        python-version: 3.8
+        python-version: 3.9
 
     - name: Create KFP cluster
       uses: ./.github/actions/kfp-cluster
diff --git a/.github/workflows/kubeflow-pipelines-integration-v2.yml b/.github/workflows/kubeflow-pipelines-integration-v2.yml
new file mode 100644
index 00000000000..0afa4161701
--- /dev/null
+++ b/.github/workflows/kubeflow-pipelines-integration-v2.yml
@@ -0,0 +1,39 @@
+name: Kubeflow Pipelines V2 integration Tests
+
+on:
+  push:
+    branches:
+      - master
+  pull_request:
+    paths:
+      - '.github/workflows/kubeflow-pipelines-integration-v2.yml'
+      - 'scripts/deploy/github/**'
+      - 'samples'
+      - 'core'
+      - 'backend'
+
+jobs:
+  integration-tests:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: [3.8]
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v2
+
+      - name: Set up Python
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python }}
+
+      - name: Create KFP cluster
+        uses: ./.github/actions/kfp-cluster
+
+      - name: Forward API port
+        run: ./scripts/deploy/github/forward-port.sh "kubeflow" "ml-pipeline" 8888 8888
+
+      - name: Run the Integration Tests
+        run: |
+          ./backend/src/v2/test/integration-test.sh
diff --git a/.github/workflows/kubeflow-pipelines-manifests.yml b/.github/workflows/kubeflow-pipelines-manifests.yml
new file mode 100644
index 00000000000..d494e2e0d0a
--- /dev/null
+++ b/.github/workflows/kubeflow-pipelines-manifests.yml
@@ -0,0 +1,19 @@
+name: KFP Manifests
+
+on:
+  push:
+    branches: [master]
+  pull_request:
+    paths:
+      - '.github/workflows/kubeflow-pipelines-manifests.yml'
+      - 'manifests/kustomize/**'     
+
+jobs:
+  kubeflow-pipelines-manifests:    
+    runs-on: ubuntu-latest    
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4    
+
+      - name: Run tests
+        run: ./manifests/kustomize/hack/presubmit.sh 
diff --git a/.github/workflows/periodic.yml b/.github/workflows/periodic.yml
index 2f81dde8347..be95ad737e5 100644
--- a/.github/workflows/periodic.yml
+++ b/.github/workflows/periodic.yml
@@ -10,6 +10,10 @@ jobs:
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: 3.9
       - name: Create KFP cluster
         uses: ./.github/actions/kfp-cluster
       - name: Port forward kfp apiserver
diff --git a/.github/workflows/rerun-pr-jobs.yaml b/.github/workflows/rerun-pr-jobs.yml
similarity index 100%
rename from .github/workflows/rerun-pr-jobs.yaml
rename to .github/workflows/rerun-pr-jobs.yml
diff --git a/.github/workflows/sdk-execution.yml b/.github/workflows/sdk-execution.yml
index 22f605fca9f..b646534fa68 100644
--- a/.github/workflows/sdk-execution.yml
+++ b/.github/workflows/sdk-execution.yml
@@ -7,6 +7,7 @@ on:
   pull_request:
     paths:
       - '.github/workflows/sdk-execution.yml'
+      - 'scripts/deploy/github/**'
       - 'sdk/python/**'
       - 'api/v2alpha1/**'
 
@@ -17,17 +18,17 @@ jobs:
       - name: Checkout code
         uses: actions/checkout@v4
 
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: 3.9
+
       - name: Create KFP cluster
         uses: ./.github/actions/kfp-cluster
 
       - name: Forward API port
         run: ./scripts/deploy/github/forward-port.sh "kubeflow" "ml-pipeline" 8888 8888
 
-      - name: Set up Python
-        uses: actions/setup-python@v4
-        with:
-          python-version: 3.8
-
       - name: apt-get update
         run: sudo apt-get update
 
diff --git a/.github/workflows/upgrade-test.yml b/.github/workflows/upgrade-test.yml
index 83b13c9af5c..bd40b868549 100644
--- a/.github/workflows/upgrade-test.yml
+++ b/.github/workflows/upgrade-test.yml
@@ -7,6 +7,7 @@ on:
   pull_request:
     paths:
       - '.github/workflows/upgrade-test.yml'
+      - 'scripts/deploy/github/**'
       - 'backend/**'
       - 'manifests/kustomize/**'
 
@@ -17,6 +18,11 @@ jobs:
       - name: Checkout code
         uses: actions/checkout@v4
 
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: 3.9
+
       - name: Create KFP cluster
         uses: ./.github/actions/kfp-cluster
 
diff --git a/.release.cloudbuild.yaml b/.release.cloudbuild.yaml
index 80a93d91fc3..c616635afa8 100644
--- a/.release.cloudbuild.yaml
+++ b/.release.cloudbuild.yaml
@@ -478,14 +478,14 @@ steps:
     docker push gcr.io/ml-pipeline/google/pipelines-test/cloudsqlproxy:$(cat /workspace/mm.ver)
 
 - name: 'gcr.io/cloud-builders/docker'
-  args: ['pull', 'gcr.io/ml-pipeline/argoexec:v3.4.16-license-compliance']
+  args: ['pull', 'gcr.io/ml-pipeline/argoexec:v3.4.17-license-compliance']
   id:   'pullArgoExecutor'
 - name: 'gcr.io/cloud-builders/docker'
-  args: ['tag', 'gcr.io/ml-pipeline/argoexec:v3.4.16-license-compliance', 'gcr.io/ml-pipeline/google/pipelines/argoexecutor:$TAG_NAME']
+  args: ['tag', 'gcr.io/ml-pipeline/argoexec:v3.4.17-license-compliance', 'gcr.io/ml-pipeline/google/pipelines/argoexecutor:$TAG_NAME']
   id:   'tagArgoExecutorForMarketplace'
   waitFor: ['pullArgoExecutor']
 - name: 'gcr.io/cloud-builders/docker'
-  args: ['tag', 'gcr.io/ml-pipeline/argoexec:v3.4.16-license-compliance', 'gcr.io/ml-pipeline/google/pipelines-test/argoexecutor:$TAG_NAME']
+  args: ['tag', 'gcr.io/ml-pipeline/argoexec:v3.4.17-license-compliance', 'gcr.io/ml-pipeline/google/pipelines-test/argoexecutor:$TAG_NAME']
   id:   'tagArgoExecutorForMarketplaceTest'
   waitFor: ['pullArgoExecutor']
 - id:   'tagArgoExecutorForMarketplaceMajorMinor'
@@ -495,20 +495,20 @@ steps:
   args:
   - -ceux
   - |
-    docker tag gcr.io/ml-pipeline/argoexec:v3.4.16-license-compliance gcr.io/ml-pipeline/google/pipelines/argoexecutor:$(cat /workspace/mm.ver)
-    docker tag gcr.io/ml-pipeline/argoexec:v3.4.16-license-compliance gcr.io/ml-pipeline/google/pipelines-test/argoexecutor:$(cat /workspace/mm.ver)
+    docker tag gcr.io/ml-pipeline/argoexec:v3.4.17-license-compliance gcr.io/ml-pipeline/google/pipelines/argoexecutor:$(cat /workspace/mm.ver)
+    docker tag gcr.io/ml-pipeline/argoexec:v3.4.17-license-compliance gcr.io/ml-pipeline/google/pipelines-test/argoexecutor:$(cat /workspace/mm.ver)
     docker push gcr.io/ml-pipeline/google/pipelines/argoexecutor:$(cat /workspace/mm.ver)
     docker push gcr.io/ml-pipeline/google/pipelines-test/argoexecutor:$(cat /workspace/mm.ver)
 
 - name: 'gcr.io/cloud-builders/docker'
-  args: ['pull', 'gcr.io/ml-pipeline/workflow-controller:v3.4.16-license-compliance']
+  args: ['pull', 'gcr.io/ml-pipeline/workflow-controller:v3.4.17-license-compliance']
   id:   'pullArgoWorkflowController'
 - name: 'gcr.io/cloud-builders/docker'
-  args: ['tag', 'gcr.io/ml-pipeline/workflow-controller:v3.4.16-license-compliance', 'gcr.io/ml-pipeline/google/pipelines/argoworkflowcontroller:$TAG_NAME']
+  args: ['tag', 'gcr.io/ml-pipeline/workflow-controller:v3.4.17-license-compliance', 'gcr.io/ml-pipeline/google/pipelines/argoworkflowcontroller:$TAG_NAME']
   id:   'tagArgoWorkflowControllerForMarketplace'
   waitFor: ['pullArgoWorkflowController']
 - name: 'gcr.io/cloud-builders/docker'
-  args: ['tag', 'gcr.io/ml-pipeline/workflow-controller:v3.4.16-license-compliance', 'gcr.io/ml-pipeline/google/pipelines-test/argoworkflowcontroller:$TAG_NAME']
+  args: ['tag', 'gcr.io/ml-pipeline/workflow-controller:v3.4.17-license-compliance', 'gcr.io/ml-pipeline/google/pipelines-test/argoworkflowcontroller:$TAG_NAME']
   id:   'tagArgoWorkflowControllerForMarketplaceTest'
   waitFor: ['pullArgoWorkflowController']
 - id:   'tagArgoWorkflowControllerForMarketplaceMajorMinor'
@@ -518,8 +518,8 @@ steps:
   args:
   - -ceux
   - |
-    docker tag gcr.io/ml-pipeline/workflow-controller:v3.4.16-license-compliance gcr.io/ml-pipeline/google/pipelines/argoworkflowcontroller:$(cat /workspace/mm.ver)
-    docker tag gcr.io/ml-pipeline/workflow-controller:v3.4.16-license-compliance gcr.io/ml-pipeline/google/pipelines-test/argoworkflowcontroller:$(cat /workspace/mm.ver)
+    docker tag gcr.io/ml-pipeline/workflow-controller:v3.4.17-license-compliance gcr.io/ml-pipeline/google/pipelines/argoworkflowcontroller:$(cat /workspace/mm.ver)
+    docker tag gcr.io/ml-pipeline/workflow-controller:v3.4.17-license-compliance gcr.io/ml-pipeline/google/pipelines-test/argoworkflowcontroller:$(cat /workspace/mm.ver)
     docker push gcr.io/ml-pipeline/google/pipelines/argoworkflowcontroller:$(cat /workspace/mm.ver)
     docker push gcr.io/ml-pipeline/google/pipelines-test/argoworkflowcontroller:$(cat /workspace/mm.ver)
 
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 302c9048493..2ad9eaebd03 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,83 @@
 # Changelog
 
+## [2.3.0](https://github.com/kubeflow/pipelines/compare/2.2.0...2.3.0) (2024-09-06)
+
+
+### Features
+
+* **api:** Add new ResourceSpec proto fields to support dynamic values. ([\#11075](https://github.com/kubeflow/pipelines/issues/11075)) ([83dcf1a](https://github.com/kubeflow/pipelines/commit/83dcf1a60919f5bcc0c644c8fdff94ad686cad07))
+* **backend:** mount EmptyDir volumes for launcher write locations ([\#10857](https://github.com/kubeflow/pipelines/issues/10857)) ([65839ce](https://github.com/kubeflow/pipelines/commit/65839ced31969affe23ecc483c95872684e7dd0b))
+* **backend:** move comp logic to workflow params ([\#10979](https://github.com/kubeflow/pipelines/issues/10979)) ([0e37fd6](https://github.com/kubeflow/pipelines/commit/0e37fd66a4f15bb7ce31ecceec7421ba1bd65fd6))
+* **Backend + SDK:** Update kfp backend and kubernetes sdk to support EmptyDir ([\#10913](https://github.com/kubeflow/pipelines/issues/10913)) ([7506a8e](https://github.com/kubeflow/pipelines/commit/7506a8eafae9876a4f1e1a0e86024f5231369e8d))
+* **component:** internal ([383cbcd](https://github.com/kubeflow/pipelines/commit/383cbcd0655395582b11f79f29e4816f84d6d91b))
+* **component:** internal ([8041ea8](https://github.com/kubeflow/pipelines/commit/8041ea8740371925d76c698c8a94a4859fc2bda7))
+* **component:** internal ([c06d9ae](https://github.com/kubeflow/pipelines/commit/c06d9aee96726bbae73e5f7562edfc8330fac61e))
+* **component:** internal ([ad03bb6](https://github.com/kubeflow/pipelines/commit/ad03bb6daa03442a7fda19904a97db3745d5044f))
+* **components:** Add role_field_name and model_name as input parameters to llm_evaluation_preprocessor component to support gemini model's input and output schema ([de346d5](https://github.com/kubeflow/pipelines/commit/de346d5590b1df94cee528f949a067fb3aae578f))
+* **components:** Add Starry Net forecasting pipeline to public preview ([3a0566e](https://github.com/kubeflow/pipelines/commit/3a0566e8dc27d8fbd13174d6a6aed4daddb2405b))
+* **components:** create infer preprocessor component ([e9d6876](https://github.com/kubeflow/pipelines/commit/e9d687690bea2d88263ca331d049cb6c68495f02))
+* **components:** Create the write_user_defined_error function ([454a654](https://github.com/kubeflow/pipelines/commit/454a65428977a4e470c0d72525a96c3f4a0344f3))
+* **components:** create utility class for preprocessors and use it in rlhf preprocessor and infer preprocessor ([cd16a33](https://github.com/kubeflow/pipelines/commit/cd16a33e735b30a85b2e736039f72c2ed6d26507))
+* **components:** internal ([e8f0208](https://github.com/kubeflow/pipelines/commit/e8f0208777ad4e9260ff630a37b0d90cda8c4f76))
+* **components:** internal ([6f62203](https://github.com/kubeflow/pipelines/commit/6f62203ccfadeaf60d16ce1f65ed25ac4408c649))
+* **components:** internal ([2eb9bec](https://github.com/kubeflow/pipelines/commit/2eb9bec1ae8debca6698daa65dd69da91ec3461f))
+* **components:** internal ([c6f658b](https://github.com/kubeflow/pipelines/commit/c6f658b0e70d353a1ef0aae4ae05307ef3223eb4))
+* **components:** internal ([e128bdb](https://github.com/kubeflow/pipelines/commit/e128bdbaf3b2071926e8a5c23041cc692329bb39))
+* **components:** internal ([abe5257](https://github.com/kubeflow/pipelines/commit/abe525737f713e752560ee039553b5cc6d5af89d))
+* **components:** internal ([522b593](https://github.com/kubeflow/pipelines/commit/522b5933b00439f4981498ecea3f800fde3a6506))
+* **components:** internal ([461d892](https://github.com/kubeflow/pipelines/commit/461d892db80987f5d9a1f5bf9575f667bfb66a76))
+* **components:** release LLM Model Evaluation image version v0.7 ([4f36fe3](https://github.com/kubeflow/pipelines/commit/4f36fe3637eb52980e559615595dfab7aa539a87))
+* **components:** Retry on batch prediction internal errors in AutoSxS ([5d9f4ab](https://github.com/kubeflow/pipelines/commit/5d9f4ab929747748e4a616c89fac9de37fc81485))
+* **components:** Support dynamic machine parameters in preview.custom_job.utils.create_custom_training_job_from_component ([e44dfa7](https://github.com/kubeflow/pipelines/commit/e44dfa7e898a1f4e8c315502719d9c7c709f1b01))
+* **components:** Support dynamic machine type paramters in CustomTrainingJobOp ([\#10883](https://github.com/kubeflow/pipelines/issues/10883)) ([b57f9e8](https://github.com/kubeflow/pipelines/commit/b57f9e858880afcbeac51a5d4e978133be6c0d50))
+* **components:** Support dynamic values for boot_disk_type, boot_disk_size in preview.custom_job.utils.create_custom_training_job_from_component ([7b7918e](https://github.com/kubeflow/pipelines/commit/7b7918ebf8c30e6ceec99283ef20dbc02fdf6a42))
+* **components:** Support parsing Gemini BP outputs in AutoSxS pipeline ([b4f91a3](https://github.com/kubeflow/pipelines/commit/b4f91a3f2cf1d2d8925e698bebd3cb5b9baaaaac))
+* **components:** Update Starry Net image tags ([bf5104f](https://github.com/kubeflow/pipelines/commit/bf5104fcff6a6c2db8d8e39522c04eca1bb3fc93))
+* **components:** Use GetModel integration test to manually test write_user_defined_error function ([609c637](https://github.com/kubeflow/pipelines/commit/609c637811e46eab2d5c9a915913a1520c979a88))
+* **components:** use preprocessor utility methods for the upload model graph ([7908ed6](https://github.com/kubeflow/pipelines/commit/7908ed664653143d335ba3e9227484347e64577d))
+* **frontend&backend:** Add UI support for object store customization and prefixes ([\#10787](https://github.com/kubeflow/pipelines/issues/10787)) ([6723d3d](https://github.com/kubeflow/pipelines/commit/6723d3d5a92181b7ee75304671256bbe5ac18582))
+* **GH workflow:** migrate periodic functional tests to GH actions ([\#10751](https://github.com/kubeflow/pipelines/issues/10751)) ([c4d7ec3](https://github.com/kubeflow/pipelines/commit/c4d7ec33b409eda9c4076915f4ed1c2db0ee8ef6))
+* **internal:** Adding proto field to support regional quota ([c8f08ba](https://github.com/kubeflow/pipelines/commit/c8f08ba49f92f53269d71425666c0bc3a687615d))
+* **kubernetes_platform:** Add empty dir mount ([\#10892](https://github.com/kubeflow/pipelines/issues/10892)) ([10aaf43](https://github.com/kubeflow/pipelines/commit/10aaf431367e974bf6c73306acf6a7fd40e36942))
+* **kubernetes_platform:** Update kubernetes_platform go package to include EnabledSharedMemory ([\#10703](https://github.com/kubeflow/pipelines/issues/10703)) ([7c63599](https://github.com/kubeflow/pipelines/commit/7c6359984314472bf801ea1ba8b0e8c5d9e2be2c))
+
+
+### Bug Fixes
+
+* **components:** add check and add log to call out the fallback to the default model checkpoint and remove the model checkpoint check condition in RLHF GCPC ([92c3178](https://github.com/kubeflow/pipelines/commit/92c317824a3697d955cb78cc9a85ecac58a3366c))
+* **components:** Add input param `autorater_prompt_parameters` to `online_evaluation_pairwise` component ([cf7450b](https://github.com/kubeflow/pipelines/commit/cf7450b109ba349b50aef2413517c0ec3961adf8))
+* **components:** Add staging and temp locations to prophet trainer component ([00440f7](https://github.com/kubeflow/pipelines/commit/00440f7df4abae08823df9ab5b48de703a8a773c))
+* **components:** Fix to model batch explanation component for Structured Data pipelines ([289f64f](https://github.com/kubeflow/pipelines/commit/289f64fe948c1aede1886789045aaf1e2ac8f699))
+* **components:** Pass moddel name to eval_runner to process batch prediction's output as per the output schema of model used ([0d3e79a](https://github.com/kubeflow/pipelines/commit/0d3e79adc7bade905c112160781fed0feef3f595))
+* **components:** Remove unused import function_based from infer pipeline ([e369bd3](https://github.com/kubeflow/pipelines/commit/e369bd3ebd91831465ba346ab271549c549c6745))
+* **components:** Use instance.target_field_name format for text-bison models only, use target_field_name for gemini models ([1a07ffa](https://github.com/kubeflow/pipelines/commit/1a07ffa9111ac5ccea6ad527e8950b084aa4fc79))
+* **docs:** add note about protoc dependency and version ([\#10895](https://github.com/kubeflow/pipelines/issues/10895)) ([d911c8b](https://github.com/kubeflow/pipelines/commit/d911c8b73b49cd0a4ffda132f494f31d0d48095a))
+* **docs:** IR -> Pipeline Spec ([\#11031](https://github.com/kubeflow/pipelines/issues/11031)) ([1e95eb6](https://github.com/kubeflow/pipelines/commit/1e95eb628545baaf691270c4ddb45034ecef8fa4))
+* **frontend:** fixes filter pipeline text box shows error when typing anything in it. Fixes [\#10241](https://github.com/kubeflow/pipelines/issues/10241) ([\#11096](https://github.com/kubeflow/pipelines/issues/11096)) ([51d2c92](https://github.com/kubeflow/pipelines/commit/51d2c92b551751b758f544ca32a7ec0f67d09558))
+* **frontend:** reduce list run latency ([\#10797](https://github.com/kubeflow/pipelines/issues/10797)) ([768ece4](https://github.com/kubeflow/pipelines/commit/768ece44e69e328400ca437c9ebe2c959b26d8a8))
+* **frontend:** retrieve archived logs from correct location ([\#11010](https://github.com/kubeflow/pipelines/issues/11010)) ([2e6e634](https://github.com/kubeflow/pipelines/commit/2e6e634de43c42fee88dfe2abfdb0e4155dc4f95))
+* **sdk:** Add required auth scopes to RegistryClient for GCP service accounts credentials ([\#10819](https://github.com/kubeflow/pipelines/issues/10819)) ([04b4cad](https://github.com/kubeflow/pipelines/commit/04b4cad8cdc88810628f5e683cada57a7f42be47))
+* **sdk:** Kfp support for pip trusted host ([\#11151](https://github.com/kubeflow/pipelines/issues/11151)) ([3efa029](https://github.com/kubeflow/pipelines/commit/3efa02984c44190ee6ea98af1a6905d67a986af0))
+* **ui:** fixes empty string value in pipeline parameters ([\#11175](https://github.com/kubeflow/pipelines/issues/11175)) ([e9c77ec](https://github.com/kubeflow/pipelines/commit/e9c77ec6d5c900be6ca77f513610a603c41ed2ce))
+* Basic sample tests - sequential is flaky ([\#11138](https://github.com/kubeflow/pipelines/issues/11138)) ([e1d172b](https://github.com/kubeflow/pipelines/commit/e1d172bb5740f743be45e43f602085baed1c5495))
+* Incorrect typing in samples/cores/loop_parallism and fixing loop_parameter examples ([\#11062](https://github.com/kubeflow/pipelines/issues/11062)) ([1612dac](https://github.com/kubeflow/pipelines/commit/1612dac4adacbe1f2a041eb4eacb94663c2ba286))
+* re-enable exit hanler test. ([\#11100](https://github.com/kubeflow/pipelines/issues/11100)) ([000ef60](https://github.com/kubeflow/pipelines/commit/000ef60080b6ece6274910057898f9a0f33a9a7a))
+* **kubernetes_platform:** fix api-generator docker mount for SELinux ([\#10890](https://github.com/kubeflow/pipelines/issues/10890)) ([e69078b](https://github.com/kubeflow/pipelines/commit/e69078b2b65c0e34fd56499bbe34da882dc6e009))
+* **manifests:** Move metacontroller to the top in kustmization.yaml ([\#10669](https://github.com/kubeflow/pipelines/issues/10669)) ([4e9fe75](https://github.com/kubeflow/pipelines/commit/4e9fe75d4564bbcdde7cd358298361e94d4a20be))
+* **sdk:** Throw 'exit_task cannot depend on any other tasks.' error when an ExitHandler has a parameter dependent on other task ([\#11005](https://github.com/kubeflow/pipelines/issues/11005)) ([08185e7](https://github.com/kubeflow/pipelines/commit/08185e71717ef628be3cbe2cdeb1fd55b25581d4))
+
+
+### Other Pull Requests
+
+* **fix:** reduce executor logs ([\#11169](https://github.com/kubeflow/pipelines/issues/11169)) ([d64554b](https://github.com/kubeflow/pipelines/commit/d64554b1a8880c69186776f92a3af75fafd0135d))
+* correct artifact preview behavior in UI ([\#11059](https://github.com/kubeflow/pipelines/issues/11059)) ([2c91fb7](https://github.com/kubeflow/pipelines/commit/2c91fb797ed5e95bb51ae80c4daa2c6b9334b51b))
+* docs:fixing broken links in readme ([\#11108](https://github.com/kubeflow/pipelines/issues/11108)) ([a3adf94](https://github.com/kubeflow/pipelines/commit/a3adf9471c49f8a529f4389853210212880f9d16))
+* Fix view edit cluster roles ([\#11067](https://github.com/kubeflow/pipelines/issues/11067)) ([43cdc20](https://github.com/kubeflow/pipelines/commit/43cdc2081dcb1f0cac87c58188e88a23370fb67e))
+* add dev docs for kfp/sdk ([\#11046](https://github.com/kubeflow/pipelines/issues/11046)) ([eea7d48](https://github.com/kubeflow/pipelines/commit/eea7d483793c2b4f8c3aa20b1500535f7fbf50d4))
+* No public description ([e3a4980](https://github.com/kubeflow/pipelines/commit/e3a498020a28788b3df71db310dd266a537ef243))
+* Upgrade go version to 1.21 ([\#10911](https://github.com/kubeflow/pipelines/issues/10911)) ([bdc3bb1](https://github.com/kubeflow/pipelines/commit/bdc3bb1f0d5850332d4fc0851a2d1730ead62427))
+* Expose starry_net yaml to GitHub ([\#10943](https://github.com/kubeflow/pipelines/issues/10943)) ([f1e2314](https://github.com/kubeflow/pipelines/commit/f1e23142b1eabc977d85736dfd4bdbdc019cfcb2))
+
 ## [2.2.0](https://github.com/kubeflow/pipelines/compare/2.1.0...2.2.0) (2024-04-30)
 
 
diff --git a/OWNERS b/OWNERS
index 6ff925e7e36..104bb07571f 100644
--- a/OWNERS
+++ b/OWNERS
@@ -5,4 +5,6 @@ approvers:
   - zijianjoy
 reviewers:
   - chensun
+  - ouadakarim
+  - PaulinaPacyna
   - zijianjoy
diff --git a/README.md b/README.md
index 0262729048a..99bfadb9b81 100644
--- a/README.md
+++ b/README.md
@@ -17,22 +17,21 @@ The Kubeflow pipelines service has the following goals:
 
 ## Installation
 
-* Install Kubeflow Pipelines from choices described in [Installation Options for Kubeflow Pipelines](https://www.kubeflow.org/docs/pipelines/installation/overview/).
+* Kubeflow Pipelines can be installed as part of the [Kubeflow Platform](https://www.kubeflow.org/docs/started/installing-kubeflow/#kubeflow-platform). Alternatively you can deploy [Kubeflow Pipelines](https://www.kubeflow.org/docs/components/pipelines/operator-guides/installation/) as a standalone service.
 
-* The Docker container runtime has been deprecated on Kubernetes 1.20+. Kubeflow Pipelines has switched to use [Emissary Executor](https://www.kubeflow.org/docs/components/pipelines/installation/choose-executor/#emissary-executor) by default from Kubeflow Pipelines 1.8. Emissary executor is Container runtime agnostic, meaning you are able to run Kubeflow Pipelines on Kubernetes cluster with any [Container runtimes](https://kubernetes.io/docs/setup/production-environment/container-runtimes/). 
+
+* The Docker container runtime has been deprecated on Kubernetes 1.20+. Kubeflow Pipelines has switched to use [Emissary Executor](https://www.kubeflow.org/docs/components/pipelines/legacy-v1/installation/choose-executor/#emissary-executor) by default from Kubeflow Pipelines 1.8. Emissary executor is Container runtime agnostic, meaning you are able to run Kubeflow Pipelines on Kubernetes cluster with any [Container runtimes](https://kubernetes.io/docs/setup/production-environment/container-runtimes/). 
 
 ## Documentation
 
-Get started with your first pipeline and read further information in the [Kubeflow Pipelines overview](https://www.kubeflow.org/docs/components/pipelines/introduction/).
+Get started with your first pipeline and read further information in the [Kubeflow Pipelines overview](https://www.kubeflow.org/docs/components/pipelines/overview/).
 
-See the various ways you can [use the Kubeflow Pipelines SDK](https://www.kubeflow.org/docs/pipelines/sdk/sdk-overview/).
+See the various ways you can [use the Kubeflow Pipelines SDK](https://kubeflow-pipelines.readthedocs.io/en/stable/).
 
-See the Kubeflow [Pipelines API doc](https://www.kubeflow.org/docs/pipelines/reference/api/kubeflow-pipeline-api-spec/) for API specification.
+See the Kubeflow [Pipelines API doc](https://www.kubeflow.org/docs/components/pipelines/reference/api/kubeflow-pipeline-api-spec/) for API specification.
 
 Consult the [Python SDK reference docs](https://kubeflow-pipelines.readthedocs.io/en/stable/) when writing pipelines using the Python SDK.
 
-Refer to the [versioning policy](./docs/release/versioning-policy.md) and [feature stages](./docs/release/feature-stages.md) documentation for more information about how we manage versions and feature stages (such as Alpha, Beta, and Stable).
-
 ## Contributing to Kubeflow Pipelines
 
 Before you start contributing to Kubeflow Pipelines, read the guidelines in [How to Contribute](./CONTRIBUTING.md). To learn how to build and deploy Kubeflow Pipelines from source code, read the [developer guide](./developer_guide.md).
diff --git a/RELEASE.md b/RELEASE.md
index 737afce455a..76b72e3f6bb 100644
--- a/RELEASE.md
+++ b/RELEASE.md
@@ -186,6 +186,35 @@ Note, when releasing from master, all the below mentions of "release branch" mea
     - ...
     Set the version by using `VERSION=<version-value>`. Contact @chensun if you are not sure what next version should be.
 
+1. Release `driver` and `launcher` images
+
+   First build and push `driver` and `launcher` images:
+
+   ```bash
+   pushd ./backend
+
+   export IMG_TAG_DRIVER=gcr.io/ml-pipeline/kfp-driver
+   make license_driver image_driver
+   docker push $IMG_TAG_DRIVER
+
+   export IMG_TAG_LAUNCHER=gcr.io/ml-pipeline/kfp-launcher
+   make license_launcher image_launcher
+   docker push $IMG_TAG_LAUNCHER
+
+   popd
+   ```
+
+   If there are changes to the licenses files, make a Pull Request and merge the changes. (e.g. https://github.com/kubeflow/pipelines/pull/11177/)
+
+   Once the images are pushed, update the hard-coded hash in the code: [`DefaultLauncherImage`](https://github.com/kubeflow/pipelines/blob/4c955f4780839702dc4924f8f4e7c90aa251b826/backend/src/v2/compiler/argocompiler/container.go#L33) and [`DefaultDriverImage`](https://github.com/kubeflow/pipelines/blob/4c955f4780839702dc4924f8f4e7c90aa251b826/backend/src/v2/compiler/argocompiler/container.go#L35). Make a Pull Request and merge the change (e.g.: https://github.com/kubeflow/pipelines/pull/11178)
+
+   Pull the changes:
+
+   ```bash
+   git checkout $BRANCH
+   git pull upstream $BRANCH
+   ```
+
 1. Update all version refs in release branch by
 
     ```bash
@@ -321,8 +350,6 @@ Update master branch to the same version and include latest changelog:
 
    and create a PR to update the version, e.g. <https://github.com/kubeflow/website/pull/1942>.
 
-1. Follow [Upgrade KFP](https://github.com/kubeflow/testing/tree/master/test-infra/kfp) instruction to upgrade KFP manifests in test-infra.
-
 ## Release Process Development
 
 Please refer to [./test/release](./test/release).
diff --git a/VERSION b/VERSION
index e3a4f193364..cc6612c36e0 100644
--- a/VERSION
+++ b/VERSION
@@ -1 +1 @@
-2.2.0
\ No newline at end of file
+2.3.0
\ No newline at end of file
diff --git a/api/v2alpha1/python/setup.py b/api/v2alpha1/python/setup.py
index a6a98656cfa..14be4897d94 100644
--- a/api/v2alpha1/python/setup.py
+++ b/api/v2alpha1/python/setup.py
@@ -15,7 +15,7 @@
 import setuptools
 
 NAME = 'kfp-pipeline-spec'
-VERSION = '0.3.0'
+VERSION = '0.4.0'
 
 setuptools.setup(
     name=NAME,
diff --git a/backend/Dockerfile b/backend/Dockerfile
index 0caa127a3e4..559e3655bf7 100644
--- a/backend/Dockerfile
+++ b/backend/Dockerfile
@@ -34,7 +34,7 @@ COPY backend/requirements.txt .
 RUN python3 -m pip install -r requirements.txt --no-cache-dir
 
 # Downloading Argo CLI so that the samples are validated
-ENV ARGO_VERSION v3.4.16
+ENV ARGO_VERSION v3.4.17
 RUN curl -sLO https://github.com/argoproj/argo-workflows/releases/download/${ARGO_VERSION}/argo-linux-amd64.gz && \
     gunzip argo-linux-amd64.gz && \
     chmod +x argo-linux-amd64 && \
diff --git a/backend/Makefile b/backend/Makefile
index 9884d44b38e..583a0d6674e 100644
--- a/backend/Makefile
+++ b/backend/Makefile
@@ -10,6 +10,8 @@ IMG_TAG_CACHESERVER       ?= cache-server
 IMG_TAG_SCHEDULEDWORKFLOW ?= scheduledworkflow
 IMG_TAG_VIEWERCONTROLLER  ?= viewercontroller
 IMG_TAG_VISUALIZATION     ?= visualization
+IMG_TAG_DRIVER            ?= kfp-driver
+IMG_TAG_LAUNCHER          ?= kfp-launcher
 
 # Whenever build command for any of the binaries change, we should update them both here and in backend/Dockerfiles.
 
@@ -60,7 +62,7 @@ license_launcher: $(BUILD)/launcher
 	cd $(MOD_ROOT) && go-licenses csv ./backend/src/v2/cmd/launcher-v2 > $(CSV_PATH)/launcher.csv
 
 .PHONY: image_all
-image_all: image_apiserver image_persistence_agent image_cache image_swf image_viewer image_visualization
+image_all: image_apiserver image_persistence_agent image_cache image_swf image_viewer image_visualization image_driver image_launcher
 
 .PHONY: image_apiserver
 image_apiserver:
@@ -80,3 +82,9 @@ image_viewer:
 .PHONY: image_visualization
 image_visualization:
 	cd $(MOD_ROOT) && ${CONTAINER_ENGINE} build -t ${IMG_TAG_VISUALIZATION} -f backend/Dockerfile.visualization .
+.PHONY: image_driver
+image_driver:
+	cd $(MOD_ROOT) && ${CONTAINER_ENGINE} build -t ${IMG_TAG_DRIVER} -f backend/Dockerfile.driver .
+.PHONY: image_launcher
+image_launcher:
+	cd $(MOD_ROOT) && ${CONTAINER_ENGINE} build -t ${IMG_TAG_LAUNCHER} -f backend/Dockerfile.launcher .
diff --git a/backend/api/v1beta1/python_http_client/README.md b/backend/api/v1beta1/python_http_client/README.md
index 2cc0c1b5d0d..86dec1e3d30 100644
--- a/backend/api/v1beta1/python_http_client/README.md
+++ b/backend/api/v1beta1/python_http_client/README.md
@@ -3,8 +3,8 @@ This file contains REST API specification for Kubeflow Pipelines. The file is au
 
 This Python package is automatically generated by the [OpenAPI Generator](https://openapi-generator.tech) project:
 
-- API version: 2.2.0
-- Package version: 2.2.0
+- API version: 2.3.0
+- Package version: 2.3.0
 - Build package: org.openapitools.codegen.languages.PythonClientCodegen
 For more information, please visit [https://www.google.com](https://www.google.com)
 
diff --git a/backend/api/v1beta1/python_http_client/kfp_server_api/__init__.py b/backend/api/v1beta1/python_http_client/kfp_server_api/__init__.py
index 5c5196a86d0..c9a01b93c74 100644
--- a/backend/api/v1beta1/python_http_client/kfp_server_api/__init__.py
+++ b/backend/api/v1beta1/python_http_client/kfp_server_api/__init__.py
@@ -14,7 +14,7 @@
 
 from __future__ import absolute_import
 
-__version__ = "2.2.0"
+__version__ = "2.3.0"
 
 # import apis into sdk package
 from kfp_server_api.api.experiment_service_api import ExperimentServiceApi
diff --git a/backend/api/v1beta1/python_http_client/kfp_server_api/api_client.py b/backend/api/v1beta1/python_http_client/kfp_server_api/api_client.py
index b1bab62bb60..1284a6c534b 100644
--- a/backend/api/v1beta1/python_http_client/kfp_server_api/api_client.py
+++ b/backend/api/v1beta1/python_http_client/kfp_server_api/api_client.py
@@ -78,7 +78,7 @@ def __init__(self, configuration=None, header_name=None, header_value=None,
             self.default_headers[header_name] = header_value
         self.cookie = cookie
         # Set default User-Agent.
-        self.user_agent = 'OpenAPI-Generator/2.2.0/python'
+        self.user_agent = 'OpenAPI-Generator/2.3.0/python'
         self.client_side_validation = configuration.client_side_validation
 
     def __enter__(self):
diff --git a/backend/api/v1beta1/python_http_client/kfp_server_api/configuration.py b/backend/api/v1beta1/python_http_client/kfp_server_api/configuration.py
index 37a5070da2e..769ee06dd82 100644
--- a/backend/api/v1beta1/python_http_client/kfp_server_api/configuration.py
+++ b/backend/api/v1beta1/python_http_client/kfp_server_api/configuration.py
@@ -351,8 +351,8 @@ def to_debug_report(self):
         return "Python SDK Debug Report:\n"\
                "OS: {env}\n"\
                "Python Version: {pyversion}\n"\
-               "Version of the API: 2.2.0\n"\
-               "SDK Package Version: 2.2.0".\
+               "Version of the API: 2.3.0\n"\
+               "SDK Package Version: 2.3.0".\
                format(env=sys.platform, pyversion=sys.version)
 
     def get_host_settings(self):
diff --git a/backend/api/v1beta1/python_http_client/setup.py b/backend/api/v1beta1/python_http_client/setup.py
index 82f18b0cfa5..eafaadeeabd 100644
--- a/backend/api/v1beta1/python_http_client/setup.py
+++ b/backend/api/v1beta1/python_http_client/setup.py
@@ -13,7 +13,7 @@
 from setuptools import setup, find_packages  # noqa: H301
 
 NAME = "kfp-server-api"
-VERSION = "2.2.0"
+VERSION = "2.3.0"
 # To install the library, run the following
 #
 # python setup.py install
diff --git a/backend/api/v1beta1/swagger/kfp_api_single_file.swagger.json b/backend/api/v1beta1/swagger/kfp_api_single_file.swagger.json
index a933d495355..c74ed43f1b0 100644
--- a/backend/api/v1beta1/swagger/kfp_api_single_file.swagger.json
+++ b/backend/api/v1beta1/swagger/kfp_api_single_file.swagger.json
@@ -2,7 +2,7 @@
   "swagger": "2.0",
   "info": {
     "title": "Kubeflow Pipelines API",
-    "version": "2.2.0",
+    "version": "2.3.0",
     "description": "This file contains REST API specification for Kubeflow Pipelines. The file is autogenerated from the swagger definition.",
     "contact": {
       "name": "google",
diff --git a/backend/api/v2beta1/python_http_client/README.md b/backend/api/v2beta1/python_http_client/README.md
index 2f9a23e30e7..5ad39472552 100644
--- a/backend/api/v2beta1/python_http_client/README.md
+++ b/backend/api/v2beta1/python_http_client/README.md
@@ -3,8 +3,8 @@ This file contains REST API specification for Kubeflow Pipelines. The file is au
 
 This Python package is automatically generated by the [OpenAPI Generator](https://openapi-generator.tech) project:
 
-- API version: 2.2.0
-- Package version: 2.2.0
+- API version: 2.3.0
+- Package version: 2.3.0
 - Build package: org.openapitools.codegen.languages.PythonClientCodegen
 For more information, please visit [https://www.google.com](https://www.google.com)
 
diff --git a/backend/api/v2beta1/python_http_client/kfp_server_api/__init__.py b/backend/api/v2beta1/python_http_client/kfp_server_api/__init__.py
index f6d10b0852f..5c3979e90f7 100644
--- a/backend/api/v2beta1/python_http_client/kfp_server_api/__init__.py
+++ b/backend/api/v2beta1/python_http_client/kfp_server_api/__init__.py
@@ -14,7 +14,7 @@
 
 from __future__ import absolute_import
 
-__version__ = "2.2.0"
+__version__ = "2.3.0"
 
 # import apis into sdk package
 from kfp_server_api.api.auth_service_api import AuthServiceApi
diff --git a/backend/api/v2beta1/python_http_client/kfp_server_api/api_client.py b/backend/api/v2beta1/python_http_client/kfp_server_api/api_client.py
index b1bab62bb60..1284a6c534b 100644
--- a/backend/api/v2beta1/python_http_client/kfp_server_api/api_client.py
+++ b/backend/api/v2beta1/python_http_client/kfp_server_api/api_client.py
@@ -78,7 +78,7 @@ def __init__(self, configuration=None, header_name=None, header_value=None,
             self.default_headers[header_name] = header_value
         self.cookie = cookie
         # Set default User-Agent.
-        self.user_agent = 'OpenAPI-Generator/2.2.0/python'
+        self.user_agent = 'OpenAPI-Generator/2.3.0/python'
         self.client_side_validation = configuration.client_side_validation
 
     def __enter__(self):
diff --git a/backend/api/v2beta1/python_http_client/kfp_server_api/configuration.py b/backend/api/v2beta1/python_http_client/kfp_server_api/configuration.py
index 37a5070da2e..769ee06dd82 100644
--- a/backend/api/v2beta1/python_http_client/kfp_server_api/configuration.py
+++ b/backend/api/v2beta1/python_http_client/kfp_server_api/configuration.py
@@ -351,8 +351,8 @@ def to_debug_report(self):
         return "Python SDK Debug Report:\n"\
                "OS: {env}\n"\
                "Python Version: {pyversion}\n"\
-               "Version of the API: 2.2.0\n"\
-               "SDK Package Version: 2.2.0".\
+               "Version of the API: 2.3.0\n"\
+               "SDK Package Version: 2.3.0".\
                format(env=sys.platform, pyversion=sys.version)
 
     def get_host_settings(self):
diff --git a/backend/api/v2beta1/python_http_client/setup.py b/backend/api/v2beta1/python_http_client/setup.py
index 82f18b0cfa5..eafaadeeabd 100644
--- a/backend/api/v2beta1/python_http_client/setup.py
+++ b/backend/api/v2beta1/python_http_client/setup.py
@@ -13,7 +13,7 @@
 from setuptools import setup, find_packages  # noqa: H301
 
 NAME = "kfp-server-api"
-VERSION = "2.2.0"
+VERSION = "2.3.0"
 # To install the library, run the following
 #
 # python setup.py install
diff --git a/backend/api/v2beta1/swagger/kfp_api_single_file.swagger.json b/backend/api/v2beta1/swagger/kfp_api_single_file.swagger.json
index 3c31bbe6e03..caa689bd208 100644
--- a/backend/api/v2beta1/swagger/kfp_api_single_file.swagger.json
+++ b/backend/api/v2beta1/swagger/kfp_api_single_file.swagger.json
@@ -2,7 +2,7 @@
   "swagger": "2.0",
   "info": {
     "title": "Kubeflow Pipelines API",
-    "version": "2.2.0",
+    "version": "2.3.0",
     "description": "This file contains REST API specification for Kubeflow Pipelines. The file is autogenerated from the swagger definition.",
     "contact": {
       "name": "google",
diff --git a/backend/src/common/types.go b/backend/src/common/types.go
index 3f341ca55a2..0816546187c 100644
--- a/backend/src/common/types.go
+++ b/backend/src/common/types.go
@@ -21,7 +21,7 @@ package common
 type ExecutionPhase string
 
 // borrow from Workflow.Status.Phase:
-// https://pkg.go.dev/github.com/argoproj/argo-workflows/v3@v3.4.16/pkg/apis/workflow/v1alpha1#WorkflowPhase
+// https://pkg.go.dev/github.com/argoproj/argo-workflows/v3@v3.4.17/pkg/apis/workflow/v1alpha1#WorkflowPhase
 const (
 	ExecutionUnknown   ExecutionPhase = ""
 	ExecutionPending   ExecutionPhase = "Pending" // pending some set-up - rarely used
diff --git a/backend/src/v2/compiler/argocompiler/argo.go b/backend/src/v2/compiler/argocompiler/argo.go
index a5cfed5faef..1f1c19ed3ec 100644
--- a/backend/src/v2/compiler/argocompiler/argo.go
+++ b/backend/src/v2/compiler/argocompiler/argo.go
@@ -15,12 +15,16 @@
 package argocompiler
 
 import (
+	"crypto/sha256"
+	"encoding/hex"
+	"encoding/json"
 	"fmt"
 	"strings"
 
 	wfapi "github.com/argoproj/argo-workflows/v3/pkg/apis/workflow/v1alpha1"
 	"github.com/kubeflow/pipelines/api/v2alpha1/go/pipelinespec"
 	"github.com/kubeflow/pipelines/backend/src/v2/compiler"
+	log "github.com/sirupsen/logrus"
 	"google.golang.org/protobuf/proto"
 	"google.golang.org/protobuf/types/known/structpb"
 	k8score "k8s.io/api/core/v1"
@@ -63,7 +67,7 @@ func Compile(jobArg *pipelinespec.PipelineJob, kubernetesSpecArg *pipelinespec.S
 	if err != nil {
 		return nil, err
 	}
-	// fill root component default paramters to PipelineJob
+	// fill root component default parameters to PipelineJob
 	specParams := spec.GetRoot().GetInputDefinitions().GetParameters()
 	for name, param := range specParams {
 		_, ok := job.RuntimeConfig.ParameterValues[name]
@@ -108,6 +112,9 @@ func Compile(jobArg *pipelinespec.PipelineJob, kubernetesSpecArg *pipelinespec.S
 					"pipelines.kubeflow.org/v2_component": "true",
 				},
 			},
+			Arguments: wfapi.Arguments{
+				Parameters: []wfapi.Parameter{},
+			},
 			ServiceAccountName: "pipeline-runner",
 			Entrypoint:         tmplEntrypoint,
 		},
@@ -180,69 +187,134 @@ func (c *workflowCompiler) templateName(componentName string) string {
 	return componentName
 }
 
-// WIP: store component spec, task spec and executor spec in annotations
-
 const (
-	annotationComponents     = "pipelines.kubeflow.org/components-"
-	annotationContainers     = "pipelines.kubeflow.org/implementations-"
-	annotationKubernetesSpec = "pipelines.kubeflow.org/kubernetes-"
+	argumentsComponents     = "components-"
+	argumentsContainers     = "implementations-"
+	argumentsKubernetesSpec = "kubernetes-"
 )
 
 func (c *workflowCompiler) saveComponentSpec(name string, spec *pipelinespec.ComponentSpec) error {
-	return c.saveProtoToAnnotation(annotationComponents+name, spec)
+	hashedComponent := c.hashComponentContainer(name)
+
+	return c.saveProtoToArguments(argumentsComponents+hashedComponent, spec)
 }
 
 // useComponentSpec returns a placeholder we can refer to the component spec
 // in argo workflow fields.
 func (c *workflowCompiler) useComponentSpec(name string) (string, error) {
-	return c.annotationPlaceholder(annotationComponents + name)
+	hashedComponent := c.hashComponentContainer(name)
+
+	return c.argumentsPlaceholder(argumentsComponents + hashedComponent)
 }
 
 func (c *workflowCompiler) saveComponentImpl(name string, msg proto.Message) error {
-	return c.saveProtoToAnnotation(annotationContainers+name, msg)
+	hashedComponent := c.hashComponentContainer(name)
+
+	return c.saveProtoToArguments(argumentsContainers+hashedComponent, msg)
 }
 
 func (c *workflowCompiler) useComponentImpl(name string) (string, error) {
-	return c.annotationPlaceholder(annotationContainers + name)
+	hashedComponent := c.hashComponentContainer(name)
+
+	return c.argumentsPlaceholder(argumentsContainers + hashedComponent)
 }
 
 func (c *workflowCompiler) saveKubernetesSpec(name string, spec *structpb.Struct) error {
-	return c.saveProtoToAnnotation(annotationKubernetesSpec+name, spec)
+	return c.saveProtoToArguments(argumentsKubernetesSpec+name, spec)
 }
 
 func (c *workflowCompiler) useKubernetesImpl(name string) (string, error) {
-	return c.annotationPlaceholder(annotationKubernetesSpec + name)
+	return c.argumentsPlaceholder(argumentsKubernetesSpec + name)
 }
 
-// TODO(Bobgy): sanitize component name
-func (c *workflowCompiler) saveProtoToAnnotation(name string, msg proto.Message) error {
+// saveProtoToArguments saves a proto message to the workflow arguments. The
+// message is serialized to JSON and stored in the workflow arguments and then
+// referenced by the workflow templates using AWF templating syntax. The reason
+// for storing it in the workflow arguments is because there is a 1-many
+// relationship between components and tasks that reference them. The workflow
+// arguments allow us to deduplicate the component logic (implementation & spec
+// in IR), significantly reducing the size of the argo workflow manifest.
+func (c *workflowCompiler) saveProtoToArguments(componentName string, msg proto.Message) error {
 	if c == nil {
 		return fmt.Errorf("compiler is nil")
 	}
-	if c.wf.Annotations == nil {
-		c.wf.Annotations = make(map[string]string)
+	if c.wf.Spec.Arguments.Parameters == nil {
+		c.wf.Spec.Arguments = wfapi.Arguments{Parameters: []wfapi.Parameter{}}
 	}
-	if _, alreadyExists := c.wf.Annotations[name]; alreadyExists {
-		return fmt.Errorf("annotation %q already exists", name)
+	if c.wf.Spec.Arguments.GetParameterByName(componentName) != nil {
+		return nil
 	}
 	json, err := stablyMarshalJSON(msg)
 	if err != nil {
-		return fmt.Errorf("saving component spec of %q to annotations: %w", name, err)
+		return fmt.Errorf("saving component spec of %q to arguments: %w", componentName, err)
 	}
-	// TODO(Bobgy): verify name adheres to Kubernetes annotation restrictions: https://kubernetes.io/docs/concepts/overview/working-with-objects/annotations/#syntax-and-character-set
-	c.wf.Annotations[name] = json
+	c.wf.Spec.Arguments.Parameters = append(c.wf.Spec.Arguments.Parameters, wfapi.Parameter{
+		Name:  componentName,
+		Value: wfapi.AnyStringPtr(json),
+	})
 	return nil
 }
 
-func (c *workflowCompiler) annotationPlaceholder(name string) (string, error) {
+// argumentsPlaceholder checks for the unique component name within the workflow
+// arguments and returns a template tag that references the component in the
+// workflow arguments.
+func (c *workflowCompiler) argumentsPlaceholder(componentName string) (string, error) {
 	if c == nil {
 		return "", fmt.Errorf("compiler is nil")
 	}
-	if _, exists := c.wf.Annotations[name]; !exists {
-		return "", fmt.Errorf("using component spec: failed to find annotation %q", name)
+	if c.wf.Spec.Arguments.GetParameterByName(componentName) == nil {
+		return "", fmt.Errorf("using component spec: failed to find workflow parameter %q", componentName)
+	}
+
+	return workflowParameter(componentName), nil
+}
+
+// hashComponentContainer serializes and hashes the container field of a given
+// component.
+func (c *workflowCompiler) hashComponentContainer(componentName string) string {
+	log.Debug("componentName: ", componentName)
+	// Return early for root component since it has no command and args.
+	if componentName == "root" {
+		return componentName
 	}
-	// Reference: https://argoproj.github.io/argo-workflows/variables/
-	return fmt.Sprintf("{{workflow.annotations.%s}}", name), nil
+	if c.executors != nil { // Don't bother if there are no executors in the pipeline spec.
+		// Look up the executorLabel for the component in question.
+		executorLabel := c.spec.Components[componentName].GetExecutorLabel()
+		log.Debug("executorLabel: ", executorLabel)
+		// Iterate through the list of executors.
+		for executorName, executorValue := range c.executors {
+			log.Debug("executorName: ", executorName)
+			// If one of them matches the executorLabel we extracted earlier...
+			if executorName == executorLabel {
+				// Get the corresponding container.
+				container := executorValue.GetContainer()
+				if container != nil {
+					containerHash, err := hashValue(container)
+					if err != nil {
+						// Do not bubble up since this is not a breaking error
+						// and we can just return the componentName in full.
+						log.Debug("Error hashing container: ", err)
+					}
+
+					return containerHash
+				}
+			}
+		}
+	}
+
+	return componentName
+}
+
+// hashValue serializes and hashes a provided value.
+func hashValue(value interface{}) (string, error) {
+	bytes, err := json.Marshal(value)
+	if err != nil {
+		return "", err
+	}
+	h := sha256.New()
+	h.Write([]byte(bytes))
+
+	return hex.EncodeToString(h.Sum(nil)), nil
 }
 
 const (
diff --git a/backend/src/v2/compiler/argocompiler/container.go b/backend/src/v2/compiler/argocompiler/container.go
index 14ed4f70679..989dfffb8c2 100644
--- a/backend/src/v2/compiler/argocompiler/container.go
+++ b/backend/src/v2/compiler/argocompiler/container.go
@@ -30,9 +30,9 @@ import (
 const (
 	volumeNameKFPLauncher    = "kfp-launcher"
 	volumeNameCABundle       = "ca-bundle"
-	DefaultLauncherImage     = "gcr.io/ml-pipeline/kfp-launcher@sha256:8fe5e6e4718f20b021736022ad3741ddf2abd82aa58c86ae13e89736fdc3f08f"
+	DefaultLauncherImage     = "gcr.io/ml-pipeline/kfp-launcher@sha256:bef55a344574a25c557256d7c66cb19edacfd2008d694e5b6bb5b612d59feae0"
 	LauncherImageEnvVar      = "V2_LAUNCHER_IMAGE"
-	DefaultDriverImage       = "gcr.io/ml-pipeline/kfp-driver@sha256:3c0665cd36aa87e4359a4c8b6271dcba5bdd817815cd0496ed12eb5dde5fd2ec"
+	DefaultDriverImage       = "gcr.io/ml-pipeline/kfp-driver@sha256:dc8b56a2eb071f30409828a8884d621092e68385af11a6c06aa9e9fbcfbb19de"
 	DriverImageEnvVar        = "V2_DRIVER_IMAGE"
 	gcsScratchLocation       = "/gcs"
 	gcsScratchName           = "gcs-scratch"
@@ -358,9 +358,11 @@ func (c *workflowCompiler) addContainerExecutorTemplate(refName string) string {
 		},
 	}
 	// Update pod metadata if it defined in the Kubernetes Spec
-	if kubernetesConfigString, ok := c.wf.Annotations[annotationKubernetesSpec+refName]; ok {
+	kubernetesConfigParam := c.wf.Spec.Arguments.GetParameterByName(argumentsKubernetesSpec + refName)
+
+	if kubernetesConfigParam != nil {
 		k8sExecCfg := &kubernetesplatform.KubernetesExecutorConfig{}
-		if err := jsonpb.UnmarshalString(kubernetesConfigString, k8sExecCfg); err == nil {
+		if err := jsonpb.UnmarshalString(string(*kubernetesConfigParam.Value), k8sExecCfg); err == nil {
 			extendPodMetadata(&executor.Metadata, k8sExecCfg)
 		}
 	}
diff --git a/backend/src/v2/compiler/argocompiler/testdata/create_mount_delete_dynamic_pvc.yaml b/backend/src/v2/compiler/argocompiler/testdata/create_mount_delete_dynamic_pvc.yaml
index e3b427d2455..7a5565595ed 100644
--- a/backend/src/v2/compiler/argocompiler/testdata/create_mount_delete_dynamic_pvc.yaml
+++ b/backend/src/v2/compiler/argocompiler/testdata/create_mount_delete_dynamic_pvc.yaml
@@ -1,36 +1,36 @@
 apiVersion: argoproj.io/v1alpha1
 kind: Workflow
 metadata:
-  annotations:
-    pipelines.kubeflow.org/components-comp-comp: '{"executorLabel":"exec-comp"}'
-    pipelines.kubeflow.org/components-comp-comp-2: '{"executorLabel":"exec-comp-2"}'
-    pipelines.kubeflow.org/components-comp-createpvc: '{"executorLabel":"exec-createpvc","inputDefinitions":{"parameters":{"access_modes":{"parameterType":"LIST"},"annotations":{"isOptional":true,"parameterType":"STRUCT"},"pvc_name":{"isOptional":true,"parameterType":"STRING"},"pvc_name_suffix":{"isOptional":true,"parameterType":"STRING"},"size":{"parameterType":"STRING"},"storage_class_name":{"defaultValue":"","isOptional":true,"parameterType":"STRING"},"volume_name":{"isOptional":true,"parameterType":"STRING"}}},"outputDefinitions":{"parameters":{"name":{"parameterType":"STRING"}}}}'
-    pipelines.kubeflow.org/components-comp-deletepvc: '{"executorLabel":"exec-deletepvc","inputDefinitions":{"parameters":{"pvc_name":{"parameterType":"STRING"}}}}'
-    pipelines.kubeflow.org/components-root: '{"dag":{"tasks":{"comp":{"cachingOptions":{"enableCache":true},"componentRef":{"name":"comp-comp"},"dependentTasks":["createpvc"],"taskInfo":{"name":"comp"}},"comp-2":{"cachingOptions":{"enableCache":true},"componentRef":{"name":"comp-comp-2"},"dependentTasks":["comp","createpvc"],"taskInfo":{"name":"comp-2"}},"createpvc":{"cachingOptions":{"enableCache":true},"componentRef":{"name":"comp-createpvc"},"inputs":{"parameters":{"access_modes":{"runtimeValue":{"constant":["ReadWriteOnce"]}},"pvc_name_suffix":{"runtimeValue":{"constant":"-my-pvc"}},"size":{"runtimeValue":{"constant":"5Gi"}},"storage_class_name":{"runtimeValue":{"constant":"standard"}}}},"taskInfo":{"name":"createpvc"}},"deletepvc":{"cachingOptions":{"enableCache":true},"componentRef":{"name":"comp-deletepvc"},"dependentTasks":["comp-2","createpvc"],"inputs":{"parameters":{"pvc_name":{"taskOutputParameter":{"outputParameterKey":"name","producerTask":"createpvc"}}}},"taskInfo":{"name":"deletepvc"}}}}}'
-    pipelines.kubeflow.org/implementations-comp-comp: '{"args":["--executor_input","{{$}}","--function_to_execute","comp"],"command":["sh","-c","\nif
-      ! [ -x \"$(command -v pip)\" ]; then\n    python3 -m ensurepip || python3 -m
-      ensurepip --user || apt-get install python3-pip\nfi\n\nPIP_DISABLE_PIP_VERSION_CHECK=1
-      python3 -m pip install --quiet     --no-warn-script-location ''kfp==2.0.0-beta.16''
-      \u0026\u0026 \"$0\" \"$@\"\n","sh","-ec","program_path=$(mktemp -d) printf \"%s\"
-      \"$0\" \u003e \"$program_path/ephemeral_component.py\" python3 -m kfp.components.executor_main                         --component_module_path                         \"$program_path/ephemeral_component.py\"                         \"$@\"
-      ","\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import
-      *\n\ndef comp():\n    pass\n\n"],"image":"python:3.7"}'
-    pipelines.kubeflow.org/implementations-comp-comp-2: '{"args":["--executor_input","{{$}}","--function_to_execute","comp"],"command":["sh","-c","\nif
-      ! [ -x \"$(command -v pip)\" ]; then\n    python3 -m ensurepip || python3 -m
-      ensurepip --user || apt-get install python3-pip\nfi\n\nPIP_DISABLE_PIP_VERSION_CHECK=1
-      python3 -m pip install --quiet     --no-warn-script-location ''kfp==2.0.0-beta.16''
-      \u0026\u0026 \"$0\" \"$@\"\n","sh","-ec","program_path=$(mktemp -d) printf \"%s\"
-      \"$0\" \u003e \"$program_path/ephemeral_component.py\" python3 -m kfp.components.executor_main                         --component_module_path                         \"$program_path/ephemeral_component.py\"                         \"$@\"
-      ","\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import
-      *\n\ndef comp():\n    pass\n\n"],"image":"python:3.7"}'
-    pipelines.kubeflow.org/implementations-comp-createpvc: '{"image":"argostub/createpvc"}'
-    pipelines.kubeflow.org/implementations-comp-deletepvc: '{"image":"argostub/deletepvc"}'
-    pipelines.kubeflow.org/kubernetes-comp-comp: '{"pvcMount":[{"mountPath":"/data","taskOutputParameter":{"outputParameterKey":"name","producerTask":"createpvc"}}]}'
-    pipelines.kubeflow.org/kubernetes-comp-comp-2: '{"pvcMount":[{"mountPath":"/reused_data","taskOutputParameter":{"outputParameterKey":"name","producerTask":"createpvc"}}]}'
   creationTimestamp: null
   generateName: my-pipeline-
 spec:
-  arguments: {}
+  arguments:
+    parameters:
+    - name: kubernetes-comp-comp
+      value: '{"pvcMount":[{"mountPath":"/data","taskOutputParameter":{"outputParameterKey":"name","producerTask":"createpvc"}}]}'
+    - name: components-95f802401136aebf1bf728a6675d7adba5513b53673a3698e00a6d8744638080
+      value: '{"executorLabel":"exec-comp"}'
+    - name: implementations-95f802401136aebf1bf728a6675d7adba5513b53673a3698e00a6d8744638080
+      value: '{"args":["--executor_input","{{$}}","--function_to_execute","comp"],"command":["sh","-c","\nif
+        ! [ -x \"$(command -v pip)\" ]; then\n    python3 -m ensurepip || python3
+        -m ensurepip --user || apt-get install python3-pip\nfi\n\nPIP_DISABLE_PIP_VERSION_CHECK=1
+        python3 -m pip install --quiet     --no-warn-script-location ''kfp==2.0.0-beta.16''
+        \u0026\u0026 \"$0\" \"$@\"\n","sh","-ec","program_path=$(mktemp -d) printf
+        \"%s\" \"$0\" \u003e \"$program_path/ephemeral_component.py\" python3 -m kfp.components.executor_main                         --component_module_path                         \"$program_path/ephemeral_component.py\"                         \"$@\"
+        ","\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import
+        *\n\ndef comp():\n    pass\n\n"],"image":"python:3.7"}'
+    - name: kubernetes-comp-comp-2
+      value: '{"pvcMount":[{"mountPath":"/reused_data","taskOutputParameter":{"outputParameterKey":"name","producerTask":"createpvc"}}]}'
+    - name: components-98f254581598234b59377784d6cbf209de79e0bcda8013fe4c4397b5d3a26767
+      value: '{"executorLabel":"exec-createpvc","inputDefinitions":{"parameters":{"access_modes":{"parameterType":"LIST"},"annotations":{"isOptional":true,"parameterType":"STRUCT"},"pvc_name":{"isOptional":true,"parameterType":"STRING"},"pvc_name_suffix":{"isOptional":true,"parameterType":"STRING"},"size":{"parameterType":"STRING"},"storage_class_name":{"defaultValue":"","isOptional":true,"parameterType":"STRING"},"volume_name":{"isOptional":true,"parameterType":"STRING"}}},"outputDefinitions":{"parameters":{"name":{"parameterType":"STRING"}}}}'
+    - name: implementations-98f254581598234b59377784d6cbf209de79e0bcda8013fe4c4397b5d3a26767
+      value: '{"image":"argostub/createpvc"}'
+    - name: components-ecfc655dce17b0d317707d37fc226fb7de858cc93d45916945122484a13ef725
+      value: '{"executorLabel":"exec-deletepvc","inputDefinitions":{"parameters":{"pvc_name":{"parameterType":"STRING"}}}}'
+    - name: implementations-ecfc655dce17b0d317707d37fc226fb7de858cc93d45916945122484a13ef725
+      value: '{"image":"argostub/deletepvc"}'
+    - name: components-root
+      value: '{"dag":{"tasks":{"comp":{"cachingOptions":{"enableCache":true},"componentRef":{"name":"comp-comp"},"dependentTasks":["createpvc"],"taskInfo":{"name":"comp"}},"comp-2":{"cachingOptions":{"enableCache":true},"componentRef":{"name":"comp-comp-2"},"dependentTasks":["comp","createpvc"],"taskInfo":{"name":"comp-2"}},"createpvc":{"cachingOptions":{"enableCache":true},"componentRef":{"name":"comp-createpvc"},"inputs":{"parameters":{"access_modes":{"runtimeValue":{"constant":["ReadWriteOnce"]}},"pvc_name_suffix":{"runtimeValue":{"constant":"-my-pvc"}},"size":{"runtimeValue":{"constant":"5Gi"}},"storage_class_name":{"runtimeValue":{"constant":"standard"}}}},"taskInfo":{"name":"createpvc"}},"deletepvc":{"cachingOptions":{"enableCache":true},"componentRef":{"name":"comp-deletepvc"},"dependentTasks":["comp-2","createpvc"],"inputs":{"parameters":{"pvc_name":{"taskOutputParameter":{"outputParameterKey":"name","producerTask":"createpvc"}}}},"taskInfo":{"name":"deletepvc"}}}}}'
   entrypoint: entrypoint
   podMetadata:
     annotations:
@@ -180,32 +180,32 @@ spec:
     volumes:
     - emptyDir: {}
       name: kfp-launcher
-    - emptyDir: { }
+    - emptyDir: {}
       name: gcs-scratch
-    - emptyDir: { }
+    - emptyDir: {}
       name: s3-scratch
-    - emptyDir: { }
+    - emptyDir: {}
       name: minio-scratch
-    - emptyDir: { }
+    - emptyDir: {}
       name: dot-local-scratch
-    - emptyDir: { }
+    - emptyDir: {}
       name: dot-cache-scratch
-    - emptyDir: { }
+    - emptyDir: {}
       name: dot-config-scratch
   - dag:
       tasks:
       - arguments:
           parameters:
           - name: component
-            value: '{{workflow.annotations.pipelines.kubeflow.org/components-comp-comp}}'
+            value: '{{workflow.parameters.components-95f802401136aebf1bf728a6675d7adba5513b53673a3698e00a6d8744638080}}'
           - name: task
             value: '{"cachingOptions":{"enableCache":true},"componentRef":{"name":"comp-comp"},"dependentTasks":["createpvc"],"taskInfo":{"name":"comp"}}'
           - name: container
-            value: '{{workflow.annotations.pipelines.kubeflow.org/implementations-comp-comp}}'
+            value: '{{workflow.parameters.implementations-95f802401136aebf1bf728a6675d7adba5513b53673a3698e00a6d8744638080}}'
           - name: parent-dag-id
             value: '{{inputs.parameters.parent-dag-id}}'
           - name: kubernetes-config
-            value: '{{workflow.annotations.pipelines.kubeflow.org/kubernetes-comp-comp}}'
+            value: '{{workflow.parameters.kubernetes-comp-comp}}'
         depends: createpvc.Succeeded
         name: comp-driver
         template: system-container-driver
@@ -222,15 +222,15 @@ spec:
       - arguments:
           parameters:
           - name: component
-            value: '{{workflow.annotations.pipelines.kubeflow.org/components-comp-comp-2}}'
+            value: '{{workflow.parameters.components-95f802401136aebf1bf728a6675d7adba5513b53673a3698e00a6d8744638080}}'
           - name: task
             value: '{"cachingOptions":{"enableCache":true},"componentRef":{"name":"comp-comp-2"},"dependentTasks":["comp","createpvc"],"taskInfo":{"name":"comp-2"}}'
           - name: container
-            value: '{{workflow.annotations.pipelines.kubeflow.org/implementations-comp-comp-2}}'
+            value: '{{workflow.parameters.implementations-95f802401136aebf1bf728a6675d7adba5513b53673a3698e00a6d8744638080}}'
           - name: parent-dag-id
             value: '{{inputs.parameters.parent-dag-id}}'
           - name: kubernetes-config
-            value: '{{workflow.annotations.pipelines.kubeflow.org/kubernetes-comp-comp-2}}'
+            value: '{{workflow.parameters.kubernetes-comp-comp-2}}'
         depends: comp.Succeeded && createpvc.Succeeded
         name: comp-2-driver
         template: system-container-driver
@@ -247,11 +247,11 @@ spec:
       - arguments:
           parameters:
           - name: component
-            value: '{{workflow.annotations.pipelines.kubeflow.org/components-comp-createpvc}}'
+            value: '{{workflow.parameters.components-98f254581598234b59377784d6cbf209de79e0bcda8013fe4c4397b5d3a26767}}'
           - name: task
             value: '{"cachingOptions":{"enableCache":true},"componentRef":{"name":"comp-createpvc"},"inputs":{"parameters":{"access_modes":{"runtimeValue":{"constant":["ReadWriteOnce"]}},"pvc_name_suffix":{"runtimeValue":{"constant":"-my-pvc"}},"size":{"runtimeValue":{"constant":"5Gi"}},"storage_class_name":{"runtimeValue":{"constant":"standard"}}}},"taskInfo":{"name":"createpvc"}}'
           - name: container
-            value: '{{workflow.annotations.pipelines.kubeflow.org/implementations-comp-createpvc}}'
+            value: '{{workflow.parameters.implementations-98f254581598234b59377784d6cbf209de79e0bcda8013fe4c4397b5d3a26767}}'
           - name: parent-dag-id
             value: '{{inputs.parameters.parent-dag-id}}'
         name: createpvc
@@ -259,11 +259,11 @@ spec:
       - arguments:
           parameters:
           - name: component
-            value: '{{workflow.annotations.pipelines.kubeflow.org/components-comp-deletepvc}}'
+            value: '{{workflow.parameters.components-ecfc655dce17b0d317707d37fc226fb7de858cc93d45916945122484a13ef725}}'
           - name: task
             value: '{"cachingOptions":{"enableCache":true},"componentRef":{"name":"comp-deletepvc"},"dependentTasks":["comp-2","createpvc"],"inputs":{"parameters":{"pvc_name":{"taskOutputParameter":{"outputParameterKey":"name","producerTask":"createpvc"}}}},"taskInfo":{"name":"deletepvc"}}'
           - name: container
-            value: '{{workflow.annotations.pipelines.kubeflow.org/implementations-comp-deletepvc}}'
+            value: '{{workflow.parameters.implementations-ecfc655dce17b0d317707d37fc226fb7de858cc93d45916945122484a13ef725}}'
           - name: parent-dag-id
             value: '{{inputs.parameters.parent-dag-id}}'
         depends: comp-2.Succeeded && createpvc.Succeeded
@@ -343,7 +343,7 @@ spec:
       - arguments:
           parameters:
           - name: component
-            value: '{{workflow.annotations.pipelines.kubeflow.org/components-root}}'
+            value: '{{workflow.parameters.components-root}}'
           - name: runtime-config
             value: '{}'
           - name: driver-type
diff --git a/backend/src/v2/compiler/argocompiler/testdata/create_pod_metadata.yaml b/backend/src/v2/compiler/argocompiler/testdata/create_pod_metadata.yaml
index 450aed6aeca..67308ba33dd 100644
--- a/backend/src/v2/compiler/argocompiler/testdata/create_pod_metadata.yaml
+++ b/backend/src/v2/compiler/argocompiler/testdata/create_pod_metadata.yaml
@@ -1,20 +1,24 @@
 apiVersion: argoproj.io/v1alpha1
 kind: Workflow
 metadata:
-  annotations:
-    pipelines.kubeflow.org/components-comp-hello-world: '{"executorLabel":"exec-hello-world","inputDefinitions":{"parameters":{"text":{"type":"STRING"}}}}'
-    pipelines.kubeflow.org/components-root: '{"dag":{"tasks":{"hello-world":{"cachingOptions":{"enableCache":true},"componentRef":{"name":"comp-hello-world"},"inputs":{"parameters":{"text":{"componentInputParameter":"text"}}},"taskInfo":{"name":"hello-world"}}}},"inputDefinitions":{"parameters":{"text":{"type":"STRING"}}}}'
-    pipelines.kubeflow.org/implementations-comp-hello-world: '{"args":["--text","{{$.inputs.parameters[''text'']}}"],"command":["sh","-ec","program_path=$(mktemp)\nprintf
-      \"%s\" \"$0\" \u003e \"$program_path\"\npython3 -u \"$program_path\" \"$@\"\n","def
-      hello_world(text):\n    print(text)\n    return text\n\nimport argparse\n_parser
-      = argparse.ArgumentParser(prog=''Hello world'', description='''')\n_parser.add_argument(\"--text\",
-      dest=\"text\", type=str, required=True, default=argparse.SUPPRESS)\n_parsed_args
-      = vars(_parser.parse_args())\n\n_outputs = hello_world(**_parsed_args)\n"],"image":"python:3.7"}'
-    pipelines.kubeflow.org/kubernetes-comp-hello-world: '{"podMetadata":{"annotations":{"experiment_id":"234567","run_id":"123456"},"labels":{"kubeflow.com/common":"test","kubeflow.com/kfp":"pipeline-node"}}}'
   creationTimestamp: null
   generateName: hello-world-
 spec:
-  arguments: {}
+  arguments:
+    parameters:
+    - name: kubernetes-comp-hello-world
+      value: '{"podMetadata":{"annotations":{"experiment_id":"234567","run_id":"123456"},"labels":{"kubeflow.com/common":"test","kubeflow.com/kfp":"pipeline-node"}}}'
+    - name: components-34e222d692a0573c88000b8cb02ad24423491a53e061e9bba36d3718dd4c3390
+      value: '{"executorLabel":"exec-hello-world","inputDefinitions":{"parameters":{"text":{"type":"STRING"}}}}'
+    - name: implementations-34e222d692a0573c88000b8cb02ad24423491a53e061e9bba36d3718dd4c3390
+      value: '{"args":["--text","{{$.inputs.parameters[''text'']}}"],"command":["sh","-ec","program_path=$(mktemp)\nprintf
+        \"%s\" \"$0\" \u003e \"$program_path\"\npython3 -u \"$program_path\" \"$@\"\n","def
+        hello_world(text):\n    print(text)\n    return text\n\nimport argparse\n_parser
+        = argparse.ArgumentParser(prog=''Hello world'', description='''')\n_parser.add_argument(\"--text\",
+        dest=\"text\", type=str, required=True, default=argparse.SUPPRESS)\n_parsed_args
+        = vars(_parser.parse_args())\n\n_outputs = hello_world(**_parsed_args)\n"],"image":"python:3.7"}'
+    - name: components-root
+      value: '{"dag":{"tasks":{"hello-world":{"cachingOptions":{"enableCache":true},"componentRef":{"name":"comp-hello-world"},"inputs":{"parameters":{"text":{"componentInputParameter":"text"}}},"taskInfo":{"name":"hello-world"}}}},"inputDefinitions":{"parameters":{"text":{"type":"STRING"}}}}'
   entrypoint: entrypoint
   podMetadata:
     annotations:
@@ -124,20 +128,20 @@ spec:
       name: ""
       resources: {}
       volumeMounts:
-        - mountPath: /kfp-launcher
-          name: kfp-launcher
-        - mountPath: /gcs
-          name: gcs-scratch
-        - mountPath: /s3
-          name: s3-scratch
-        - mountPath: /minio
-          name: minio-scratch
-        - mountPath: /.local
-          name: dot-local-scratch
-        - mountPath: /.cache
-          name: dot-cache-scratch
-        - mountPath: /.config
-          name: dot-config-scratch
+      - mountPath: /kfp-launcher
+        name: kfp-launcher
+      - mountPath: /gcs
+        name: gcs-scratch
+      - mountPath: /s3
+        name: s3-scratch
+      - mountPath: /minio
+        name: minio-scratch
+      - mountPath: /.local
+        name: dot-local-scratch
+      - mountPath: /.cache
+        name: dot-cache-scratch
+      - mountPath: /.config
+        name: dot-config-scratch
     initContainers:
     - command:
       - launcher-v2
@@ -168,34 +172,34 @@ spec:
     outputs: {}
     podSpecPatch: '{{inputs.parameters.pod-spec-patch}}'
     volumes:
-      - emptyDir: {}
-        name: kfp-launcher
-      - emptyDir: { }
-        name: gcs-scratch
-      - emptyDir: { }
-        name: s3-scratch
-      - emptyDir: { }
-        name: minio-scratch
-      - emptyDir: { }
-        name: dot-local-scratch
-      - emptyDir: { }
-        name: dot-cache-scratch
-      - emptyDir: { }
-        name: dot-config-scratch
+    - emptyDir: {}
+      name: kfp-launcher
+    - emptyDir: {}
+      name: gcs-scratch
+    - emptyDir: {}
+      name: s3-scratch
+    - emptyDir: {}
+      name: minio-scratch
+    - emptyDir: {}
+      name: dot-local-scratch
+    - emptyDir: {}
+      name: dot-cache-scratch
+    - emptyDir: {}
+      name: dot-config-scratch
   - dag:
       tasks:
       - arguments:
           parameters:
           - name: component
-            value: '{{workflow.annotations.pipelines.kubeflow.org/components-comp-hello-world}}'
+            value: '{{workflow.parameters.components-34e222d692a0573c88000b8cb02ad24423491a53e061e9bba36d3718dd4c3390}}'
           - name: task
             value: '{"cachingOptions":{"enableCache":true},"componentRef":{"name":"comp-hello-world"},"inputs":{"parameters":{"text":{"componentInputParameter":"text"}}},"taskInfo":{"name":"hello-world"}}'
           - name: container
-            value: '{{workflow.annotations.pipelines.kubeflow.org/implementations-comp-hello-world}}'
+            value: '{{workflow.parameters.implementations-34e222d692a0573c88000b8cb02ad24423491a53e061e9bba36d3718dd4c3390}}'
           - name: parent-dag-id
             value: '{{inputs.parameters.parent-dag-id}}'
           - name: kubernetes-config
-            value: '{{workflow.annotations.pipelines.kubeflow.org/kubernetes-comp-hello-world}}'
+            value: '{{workflow.parameters.kubernetes-comp-hello-world}}'
         name: hello-world-driver
         template: system-container-driver
       - arguments:
@@ -282,7 +286,7 @@ spec:
       - arguments:
           parameters:
           - name: component
-            value: '{{workflow.annotations.pipelines.kubeflow.org/components-root}}'
+            value: '{{workflow.parameters.components-root}}'
           - name: runtime-config
             value: '{"parameters":{"text":{"stringValue":"hi there"}}}'
           - name: driver-type
diff --git a/backend/src/v2/compiler/argocompiler/testdata/hello_world.yaml b/backend/src/v2/compiler/argocompiler/testdata/hello_world.yaml
index 5685ece5de5..6bc59366d8d 100644
--- a/backend/src/v2/compiler/argocompiler/testdata/hello_world.yaml
+++ b/backend/src/v2/compiler/argocompiler/testdata/hello_world.yaml
@@ -1,19 +1,22 @@
 apiVersion: argoproj.io/v1alpha1
 kind: Workflow
 metadata:
-  annotations:
-    pipelines.kubeflow.org/components-comp-hello-world: '{"executorLabel":"exec-hello-world","inputDefinitions":{"parameters":{"text":{"type":"STRING"}}}}'
-    pipelines.kubeflow.org/components-root: '{"dag":{"tasks":{"hello-world":{"cachingOptions":{"enableCache":true},"componentRef":{"name":"comp-hello-world"},"inputs":{"parameters":{"text":{"componentInputParameter":"text"}}},"taskInfo":{"name":"hello-world"}}}},"inputDefinitions":{"parameters":{"text":{"type":"STRING"}}}}'
-    pipelines.kubeflow.org/implementations-comp-hello-world: '{"args":["--text","{{$.inputs.parameters[''text'']}}"],"command":["sh","-ec","program_path=$(mktemp)\nprintf
-      \"%s\" \"$0\" \u003e \"$program_path\"\npython3 -u \"$program_path\" \"$@\"\n","def
-      hello_world(text):\n    print(text)\n    return text\n\nimport argparse\n_parser
-      = argparse.ArgumentParser(prog=''Hello world'', description='''')\n_parser.add_argument(\"--text\",
-      dest=\"text\", type=str, required=True, default=argparse.SUPPRESS)\n_parsed_args
-      = vars(_parser.parse_args())\n\n_outputs = hello_world(**_parsed_args)\n"],"image":"python:3.7"}'
   creationTimestamp: null
   generateName: hello-world-
 spec:
-  arguments: {}
+  arguments:
+    parameters:
+    - name: components-34e222d692a0573c88000b8cb02ad24423491a53e061e9bba36d3718dd4c3390
+      value: '{"executorLabel":"exec-hello-world","inputDefinitions":{"parameters":{"text":{"type":"STRING"}}}}'
+    - name: implementations-34e222d692a0573c88000b8cb02ad24423491a53e061e9bba36d3718dd4c3390
+      value: '{"args":["--text","{{$.inputs.parameters[''text'']}}"],"command":["sh","-ec","program_path=$(mktemp)\nprintf
+        \"%s\" \"$0\" \u003e \"$program_path\"\npython3 -u \"$program_path\" \"$@\"\n","def
+        hello_world(text):\n    print(text)\n    return text\n\nimport argparse\n_parser
+        = argparse.ArgumentParser(prog=''Hello world'', description='''')\n_parser.add_argument(\"--text\",
+        dest=\"text\", type=str, required=True, default=argparse.SUPPRESS)\n_parsed_args
+        = vars(_parser.parse_args())\n\n_outputs = hello_world(**_parsed_args)\n"],"image":"python:3.7"}'
+    - name: components-root
+      value: '{"dag":{"tasks":{"hello-world":{"cachingOptions":{"enableCache":true},"componentRef":{"name":"comp-hello-world"},"inputs":{"parameters":{"text":{"componentInputParameter":"text"}}},"taskInfo":{"name":"hello-world"}}}},"inputDefinitions":{"parameters":{"text":{"type":"STRING"}}}}'
   entrypoint: entrypoint
   podMetadata:
     annotations:
@@ -180,11 +183,11 @@ spec:
       - arguments:
           parameters:
           - name: component
-            value: '{{workflow.annotations.pipelines.kubeflow.org/components-comp-hello-world}}'
+            value: '{{workflow.parameters.components-34e222d692a0573c88000b8cb02ad24423491a53e061e9bba36d3718dd4c3390}}'
           - name: task
             value: '{"cachingOptions":{"enableCache":true},"componentRef":{"name":"comp-hello-world"},"inputs":{"parameters":{"text":{"componentInputParameter":"text"}}},"taskInfo":{"name":"hello-world"}}'
           - name: container
-            value: '{{workflow.annotations.pipelines.kubeflow.org/implementations-comp-hello-world}}'
+            value: '{{workflow.parameters.implementations-34e222d692a0573c88000b8cb02ad24423491a53e061e9bba36d3718dd4c3390}}'
           - name: parent-dag-id
             value: '{{inputs.parameters.parent-dag-id}}'
         name: hello-world-driver
@@ -273,7 +276,7 @@ spec:
       - arguments:
           parameters:
           - name: component
-            value: '{{workflow.annotations.pipelines.kubeflow.org/components-root}}'
+            value: '{{workflow.parameters.components-root}}'
           - name: runtime-config
             value: '{"parameters":{"text":{"stringValue":"hi there"}}}'
           - name: driver-type
diff --git a/backend/src/v2/compiler/argocompiler/testdata/importer.yaml b/backend/src/v2/compiler/argocompiler/testdata/importer.yaml
index d0e6ef6eaae..23ec461c307 100644
--- a/backend/src/v2/compiler/argocompiler/testdata/importer.yaml
+++ b/backend/src/v2/compiler/argocompiler/testdata/importer.yaml
@@ -1,14 +1,17 @@
 apiVersion: argoproj.io/v1alpha1
 kind: Workflow
 metadata:
-  annotations:
-    pipelines.kubeflow.org/components-comp-importer: '{"executorLabel":"exec-importer","inputDefinitions":{"parameters":{"uri":{"type":"STRING"}}},"outputDefinitions":{"artifacts":{"artifact":{"artifactType":{"schemaTitle":"system.Dataset"}}}}}'
-    pipelines.kubeflow.org/components-root: '{"dag":{"tasks":{"importer":{"cachingOptions":{"enableCache":true},"componentRef":{"name":"comp-importer"},"inputs":{"parameters":{"uri":{"runtimeValue":{"constantValue":{"stringValue":"gs://ml-pipeline-playground/shakespeare1.txt"}}}}},"taskInfo":{"name":"importer"}}}},"inputDefinitions":{"parameters":{"dataset2":{"type":"STRING"}}}}'
-    pipelines.kubeflow.org/implementations-comp-importer: '{"artifactUri":{"constantValue":{"stringValue":"gs://ml-pipeline-playground/shakespeare1.txt"}},"typeSchema":{"schemaTitle":"system.Dataset"}}'
   creationTimestamp: null
   generateName: pipeline-with-importer-
 spec:
-  arguments: {}
+  arguments:
+    parameters:
+    - name: components-comp-importer
+      value: '{"executorLabel":"exec-importer","inputDefinitions":{"parameters":{"uri":{"type":"STRING"}}},"outputDefinitions":{"artifacts":{"artifact":{"artifactType":{"schemaTitle":"system.Dataset"}}}}}'
+    - name: implementations-comp-importer
+      value: '{"artifactUri":{"constantValue":{"stringValue":"gs://ml-pipeline-playground/shakespeare1.txt"}},"typeSchema":{"schemaTitle":"system.Dataset"}}'
+    - name: components-root
+      value: '{"dag":{"tasks":{"importer":{"cachingOptions":{"enableCache":true},"componentRef":{"name":"comp-importer"},"inputs":{"parameters":{"uri":{"runtimeValue":{"constantValue":{"stringValue":"gs://ml-pipeline-playground/shakespeare1.txt"}}}}},"taskInfo":{"name":"importer"}}}},"inputDefinitions":{"parameters":{"dataset2":{"type":"STRING"}}}}'
   entrypoint: entrypoint
   podMetadata:
     annotations:
@@ -81,9 +84,9 @@ spec:
           - name: task
             value: '{"cachingOptions":{"enableCache":true},"componentRef":{"name":"comp-importer"},"inputs":{"parameters":{"uri":{"runtimeValue":{"constantValue":{"stringValue":"gs://ml-pipeline-playground/shakespeare1.txt"}}}}},"taskInfo":{"name":"importer"}}'
           - name: component
-            value: '{{workflow.annotations.pipelines.kubeflow.org/components-comp-importer}}'
+            value: '{{workflow.parameters.components-comp-importer}}'
           - name: importer
-            value: '{{workflow.annotations.pipelines.kubeflow.org/implementations-comp-importer}}'
+            value: '{{workflow.parameters.implementations-comp-importer}}'
           - name: parent-dag-id
             value: '{{inputs.parameters.parent-dag-id}}'
         name: importer
@@ -162,7 +165,7 @@ spec:
       - arguments:
           parameters:
           - name: component
-            value: '{{workflow.annotations.pipelines.kubeflow.org/components-root}}'
+            value: '{{workflow.parameters.components-root}}'
           - name: runtime-config
             value: '{}'
           - name: driver-type
diff --git a/backend/src/v2/component/launcher_v2.go b/backend/src/v2/component/launcher_v2.go
index 2d9b569b898..2b5297c7b09 100644
--- a/backend/src/v2/component/launcher_v2.go
+++ b/backend/src/v2/component/launcher_v2.go
@@ -87,7 +87,6 @@ func NewLauncherV2(ctx context.Context, executionID int64, executorInputJSON, co
 	if err != nil {
 		return nil, fmt.Errorf("failed to unmarshal executor input: %w", err)
 	}
-	glog.Infof("input ComponentSpec:%s\n", prettyPrint(componentSpecJSON))
 	component := &pipelinespec.ComponentSpec{}
 	err = protojson.Unmarshal([]byte(componentSpecJSON), component)
 	if err != nil {
diff --git a/backend/src/v2/driver/driver.go b/backend/src/v2/driver/driver.go
index ebb194f646e..aeeda9b6a48 100644
--- a/backend/src/v2/driver/driver.go
+++ b/backend/src/v2/driver/driver.go
@@ -387,9 +387,6 @@ func initPodSpecPatch(
 	userCmdArgs = append(userCmdArgs, container.Command...)
 	userCmdArgs = append(userCmdArgs, container.Args...)
 	launcherCmd := []string{
-		// TODO(Bobgy): workaround argo emissary executor bug, after we upgrade to an argo version with the bug fix, we can remove the following line.
-		// Reference: https://github.com/argoproj/argo-workflows/issues/7406
-		"/var/run/argo/argoexec", "emissary", "--",
 		component.KFPLauncherPath,
 		// TODO(Bobgy): no need to pass pipeline_name and run_id, these info can be fetched via pipeline context and pipeline run context which have been created by root DAG driver.
 		"--pipeline_name", pipelineName,
@@ -665,6 +662,33 @@ func extendPodSpecPatch(
 		podSpec.Volumes = append(podSpec.Volumes, ephemeralVolume)
 		podSpec.Containers[0].VolumeMounts = append(podSpec.Containers[0].VolumeMounts, ephemeralVolumeMount)
 	}
+
+	// EmptyDirMounts
+	for _, emptyDirVolumeSpec := range kubernetesExecutorConfig.GetEmptyDirMounts() {
+		var sizeLimitResource *k8sres.Quantity
+		if emptyDirVolumeSpec.GetSizeLimit() != "" {
+			r := k8sres.MustParse(emptyDirVolumeSpec.GetSizeLimit())
+			sizeLimitResource = &r
+		}
+
+		emptyDirVolume := k8score.Volume{
+			Name: emptyDirVolumeSpec.GetVolumeName(),
+			VolumeSource: k8score.VolumeSource{
+				EmptyDir: &k8score.EmptyDirVolumeSource{
+					Medium:    k8score.StorageMedium(emptyDirVolumeSpec.GetMedium()),
+					SizeLimit: sizeLimitResource,
+				},
+			},
+		}
+		emptyDirVolumeMount := k8score.VolumeMount{
+			Name:      emptyDirVolumeSpec.GetVolumeName(),
+			MountPath: emptyDirVolumeSpec.GetMountPath(),
+		}
+
+		podSpec.Volumes = append(podSpec.Volumes, emptyDirVolume)
+		podSpec.Containers[0].VolumeMounts = append(podSpec.Containers[0].VolumeMounts, emptyDirVolumeMount)
+	}
+
 	return nil
 }
 
diff --git a/backend/src/v2/driver/driver_test.go b/backend/src/v2/driver/driver_test.go
index bea24890033..be64723ccfb 100644
--- a/backend/src/v2/driver/driver_test.go
+++ b/backend/src/v2/driver/driver_test.go
@@ -15,9 +15,10 @@ package driver
 
 import (
 	"encoding/json"
+	"testing"
+
 	k8sres "k8s.io/apimachinery/pkg/api/resource"
 	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
-	"testing"
 
 	"github.com/kubeflow/pipelines/api/v2alpha1/go/pipelinespec"
 	"github.com/kubeflow/pipelines/backend/src/v2/metadata"
@@ -532,7 +533,7 @@ func Test_extendPodSpecPatch_Secret(t *testing.T) {
 					{
 						Name: "secret1",
 						VolumeSource: k8score.VolumeSource{
-							Secret: &k8score.SecretVolumeSource{SecretName: "secret1", Optional:  &[]bool{false}[0],},
+							Secret: &k8score.SecretVolumeSource{SecretName: "secret1", Optional: &[]bool{false}[0]},
 						},
 					},
 				},
@@ -730,7 +731,7 @@ func Test_extendPodSpecPatch_ConfigMap(t *testing.T) {
 						VolumeSource: k8score.VolumeSource{
 							ConfigMap: &k8score.ConfigMapVolumeSource{
 								LocalObjectReference: k8score.LocalObjectReference{Name: "cm1"},
-								Optional:             &[]bool{false}[0],},
+								Optional:             &[]bool{false}[0]},
 						},
 					},
 				},
@@ -890,6 +891,165 @@ func Test_extendPodSpecPatch_ConfigMap(t *testing.T) {
 	}
 }
 
+func Test_extendPodSpecPatch_EmptyVolumeMount(t *testing.T) {
+	medium := "Memory"
+	sizeLimit := "1Gi"
+	var sizeLimitResource *k8sres.Quantity
+	r := k8sres.MustParse(sizeLimit)
+	sizeLimitResource = &r
+
+	tests := []struct {
+		name       string
+		k8sExecCfg *kubernetesplatform.KubernetesExecutorConfig
+		podSpec    *k8score.PodSpec
+		expected   *k8score.PodSpec
+	}{
+		{
+			"Valid - emptydir mount with no medium or size limit",
+			&kubernetesplatform.KubernetesExecutorConfig{
+				EmptyDirMounts: []*kubernetesplatform.EmptyDirMount{
+					{
+						VolumeName: "emptydir1",
+						MountPath:  "/data/path",
+					},
+				},
+			},
+			&k8score.PodSpec{
+				Containers: []k8score.Container{
+					{
+						Name: "main",
+					},
+				},
+			},
+			&k8score.PodSpec{
+				Containers: []k8score.Container{
+					{
+						Name: "main",
+						VolumeMounts: []k8score.VolumeMount{
+							{
+								Name:      "emptydir1",
+								MountPath: "/data/path",
+							},
+						},
+					},
+				},
+				Volumes: []k8score.Volume{
+					{
+						Name: "emptydir1",
+						VolumeSource: k8score.VolumeSource{
+							EmptyDir: &k8score.EmptyDirVolumeSource{},
+						},
+					},
+				},
+			},
+		},
+		{
+			"Valid - emptydir mount with medium and size limit",
+			&kubernetesplatform.KubernetesExecutorConfig{
+				EmptyDirMounts: []*kubernetesplatform.EmptyDirMount{
+					{
+						VolumeName: "emptydir1",
+						MountPath:  "/data/path",
+						Medium:     &medium,
+						SizeLimit:  &sizeLimit,
+					},
+				},
+			},
+			&k8score.PodSpec{
+				Containers: []k8score.Container{
+					{
+						Name: "main",
+					},
+				},
+			},
+			&k8score.PodSpec{
+				Containers: []k8score.Container{
+					{
+						Name: "main",
+						VolumeMounts: []k8score.VolumeMount{
+							{
+								Name:      "emptydir1",
+								MountPath: "/data/path",
+							},
+						},
+					},
+				},
+				Volumes: []k8score.Volume{
+					{
+						Name: "emptydir1",
+						VolumeSource: k8score.VolumeSource{
+							EmptyDir: &k8score.EmptyDirVolumeSource{
+								Medium:    k8score.StorageMedium(medium),
+								SizeLimit: sizeLimitResource,
+							},
+						},
+					},
+				},
+			},
+		},
+		{
+			"Valid - multiple emptydir mounts",
+			&kubernetesplatform.KubernetesExecutorConfig{
+				EmptyDirMounts: []*kubernetesplatform.EmptyDirMount{
+					{
+						VolumeName: "emptydir1",
+						MountPath:  "/data/path",
+					},
+					{
+						VolumeName: "emptydir2",
+						MountPath:  "/data/path2",
+					},
+				},
+			},
+			&k8score.PodSpec{
+				Containers: []k8score.Container{
+					{
+						Name: "main",
+					},
+				},
+			},
+			&k8score.PodSpec{
+				Containers: []k8score.Container{
+					{
+						Name: "main",
+						VolumeMounts: []k8score.VolumeMount{
+							{
+								Name:      "emptydir1",
+								MountPath: "/data/path",
+							},
+							{
+								Name:      "emptydir2",
+								MountPath: "/data/path2",
+							},
+						},
+					},
+				},
+				Volumes: []k8score.Volume{
+					{
+						Name: "emptydir1",
+						VolumeSource: k8score.VolumeSource{
+							EmptyDir: &k8score.EmptyDirVolumeSource{},
+						},
+					},
+					{
+						Name: "emptydir2",
+						VolumeSource: k8score.VolumeSource{
+							EmptyDir: &k8score.EmptyDirVolumeSource{},
+						},
+					},
+				},
+			},
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			err := extendPodSpecPatch(tt.podSpec, tt.k8sExecCfg, nil, nil)
+			assert.Nil(t, err)
+			assert.Equal(t, tt.expected, tt.podSpec)
+		})
+	}
+}
+
 func Test_extendPodSpecPatch_ImagePullSecrets(t *testing.T) {
 	tests := []struct {
 		name       string
diff --git a/backend/src/v2/metadata/client.go b/backend/src/v2/metadata/client.go
index 16d0c47dc58..a292c1fe643 100644
--- a/backend/src/v2/metadata/client.go
+++ b/backend/src/v2/metadata/client.go
@@ -21,6 +21,7 @@ import (
 	"encoding/json"
 	"errors"
 	"fmt"
+	"github.com/kubeflow/pipelines/backend/src/common/util"
 	"github.com/kubeflow/pipelines/backend/src/v2/objectstore"
 	"path"
 	"strconv"
@@ -1073,7 +1074,7 @@ func (c *Client) getOrInsertContext(ctx context.Context, name string, contextTyp
 	getCtxRes, err := c.svc.GetContextByTypeAndName(ctx, &pb.GetContextByTypeAndNameRequest{TypeName: contextType.Name, ContextName: proto.String(name)})
 
 	if err != nil {
-		return nil, fmt.Errorf("Failed GetContextByTypeAndName(type=%q, name=%q)", contextType.GetName(), name)
+		return nil, util.Wrap(err, fmt.Sprintf("Failed GetContextByTypeAndName(type=%q, name=%q)", contextType.GetName(), name))
 	}
 	// Bug in MLMD GetContextsByTypeAndName? It doesn't return error even when no
 	// context was found.
diff --git a/backend/src/v2/test/Makefile b/backend/src/v2/test/Makefile
index caa945b05fc..7a6a7db2498 100644
--- a/backend/src/v2/test/Makefile
+++ b/backend/src/v2/test/Makefile
@@ -9,19 +9,9 @@ include $(ENV_PATH)
 SHELL = /bin/bash
 
 .PHONY: integration-test
-integration-test: upload
+integration-test:
 	export KF_PIPELINES_ENDPOINT=$(HOST) \
-		&& python -u sample_test.py \
-		--samples_config samples/test/config-integration.yaml \
-		--timeout_mins 60 \
-		--context $(GCS_ROOT)/src/context.tar.gz \
-		--gcs_root $(GCS_ROOT)/data \
-		--gcr_root $(GCR_ROOT) \
-		--kfp_package_path "$(KFP_PACKAGE_PATH)"
-
-.PHONY: upload
-upload: context
-	python -u scripts/upload_gcs_blob.py tmp/context.tar.gz $(GCS_ROOT)/src/context.tar.gz
+		&& python -u ../../../../samples/v2/sample_test.py
 
 .PHONY: context
 context:
diff --git a/backend/src/v2/test/requirements.txt b/backend/src/v2/test/requirements.txt
index 6eece4be3a9..9e690ab4125 100644
--- a/backend/src/v2/test/requirements.txt
+++ b/backend/src/v2/test/requirements.txt
@@ -1,9 +1,3 @@
 # install kfp sdk from local path
 -e ../../../../sdk/python
-# TODO(chensun): remove the deprecated dependencies once migrated tests.
--r ../../../../sdk/python/requirements-deprecated.txt
-ml-metadata==1.14.0
-minio==7.0.4
-google-cloud-storage
 fire
--e ../../../../samples/test/utils
diff --git a/backend/src/v2/test/scripts/upload_gcs_blob.py b/backend/src/v2/test/scripts/upload_gcs_blob.py
deleted file mode 100644
index 1c1f577a656..00000000000
--- a/backend/src/v2/test/scripts/upload_gcs_blob.py
+++ /dev/null
@@ -1,20 +0,0 @@
-from google.cloud import storage
-
-
-# This function is mainly written for environments without gsutil.
-def upload_blob(source: str, destination: str):
-    """Uploads a file to the bucket."""
-    # source = "local/path/to/file"
-    # destination = "gs://your-bucket-name/storage-object-name"
-
-    storage_client = storage.Client()
-    blob = storage.Blob.from_string(destination, storage_client)
-
-    blob.upload_from_filename(source)
-
-    print(f"File {source} uploaded to destination {destination}")
-
-
-if __name__ == '__main__':
-    import fire
-    fire.Fire(upload_blob)
diff --git a/backend/third_party_licenses/apiserver.csv b/backend/third_party_licenses/apiserver.csv
index 33c16a0f64d..ed15297596f 100644
--- a/backend/third_party_licenses/apiserver.csv
+++ b/backend/third_party_licenses/apiserver.csv
@@ -1,6 +1,6 @@
 cloud.google.com/go/compute/metadata,https://github.com/googleapis/google-cloud-go/blob/compute/metadata/v0.2.3/compute/metadata/LICENSE,Apache-2.0
-cloud.google.com/go/iam,https://github.com/googleapis/google-cloud-go/blob/iam/v1.1.2/iam/LICENSE,Apache-2.0
-cloud.google.com/go/internal,https://github.com/googleapis/google-cloud-go/blob/v0.110.8/LICENSE,Apache-2.0
+cloud.google.com/go/iam,https://github.com/googleapis/google-cloud-go/blob/iam/v1.1.5/iam/LICENSE,Apache-2.0
+cloud.google.com/go/internal,https://github.com/googleapis/google-cloud-go/blob/v0.111.0/LICENSE,Apache-2.0
 cloud.google.com/go/storage,https://github.com/googleapis/google-cloud-go/blob/storage/v1.30.1/storage/LICENSE,Apache-2.0
 contrib.go.opencensus.io/exporter/ocagent,https://github.com/census-ecosystem/opencensus-go-exporter-ocagent/blob/05415f1de66d/LICENSE,Apache-2.0
 contrib.go.opencensus.io/exporter/prometheus,https://github.com/census-ecosystem/opencensus-go-exporter-prometheus/blob/v0.4.0/LICENSE,Apache-2.0
@@ -10,8 +10,7 @@ github.com/Masterminds/sprig/v3,https://github.com/Masterminds/sprig/blob/v3.2.3
 github.com/Masterminds/squirrel,https://github.com/Masterminds/squirrel/blob/fa735ea14f09/LICENSE.txt,MIT
 github.com/VividCortex/mysqlerr,https://github.com/VividCortex/mysqlerr/blob/6c6b55f8796f/LICENSE,MIT
 github.com/antlr/antlr4/runtime/Go/antlr,https://github.com/antlr/antlr4/blob/runtime/Go/antlr/v1.4.10/runtime/Go/antlr/LICENSE,BSD-3-Clause
-github.com/antonmedv/expr,https://github.com/antonmedv/expr/blob/v1.12.6/LICENSE,MIT
-github.com/argoproj/argo-workflows/v3,https://github.com/argoproj/argo-workflows/blob/v3.4.16/LICENSE,Apache-2.0
+github.com/argoproj/argo-workflows/v3,https://github.com/argoproj/argo-workflows/blob/v3.4.17/LICENSE,Apache-2.0
 github.com/argoproj/pkg,https://github.com/argoproj/pkg/blob/v0.13.6/LICENSE,Apache-2.0
 github.com/asaskevich/govalidator,https://github.com/asaskevich/govalidator/blob/7a23bdc65eef/LICENSE,MIT
 github.com/aws/aws-sdk-go,https://github.com/aws/aws-sdk-go/blob/v1.45.25/LICENSE.txt,Apache-2.0
@@ -26,17 +25,20 @@ github.com/davecgh/go-spew/spew,https://github.com/davecgh/go-spew/blob/v1.1.1/L
 github.com/doublerebel/bellows,https://github.com/doublerebel/bellows/blob/f177d92a03d3/LICENSE,MIT
 github.com/emicklei/go-restful/v3,https://github.com/emicklei/go-restful/blob/v3.10.2/LICENSE,MIT
 github.com/evanphx/json-patch/v5,https://github.com/evanphx/json-patch/blob/v5.6.0/v5/LICENSE,BSD-3-Clause
+github.com/expr-lang/expr,https://github.com/expr-lang/expr/blob/v1.16.0/LICENSE,MIT
+github.com/felixge/httpsnoop,https://github.com/felixge/httpsnoop/blob/v1.0.4/LICENSE.txt,MIT
 github.com/fsnotify/fsnotify,https://github.com/fsnotify/fsnotify/blob/v1.6.0/LICENSE,BSD-3-Clause
 github.com/ghodss/yaml,https://github.com/ghodss/yaml/blob/25d852aebe32/LICENSE,MIT
 github.com/go-kit/log,https://github.com/go-kit/log/blob/v0.2.1/LICENSE,MIT
 github.com/go-logfmt/logfmt,https://github.com/go-logfmt/logfmt/blob/v0.5.1/LICENSE,MIT
-github.com/go-logr/logr,https://github.com/go-logr/logr/blob/v1.2.4/LICENSE,Apache-2.0
+github.com/go-logr/logr,https://github.com/go-logr/logr/blob/v1.3.0/LICENSE,Apache-2.0
+github.com/go-logr/stdr,https://github.com/go-logr/stdr/blob/v1.2.2/LICENSE,Apache-2.0
 github.com/go-openapi/errors,https://github.com/go-openapi/errors/blob/v0.20.2/LICENSE,Apache-2.0
-github.com/go-openapi/jsonpointer,https://github.com/go-openapi/jsonpointer/blob/v0.19.6/LICENSE,Apache-2.0
-github.com/go-openapi/jsonreference,https://github.com/go-openapi/jsonreference/blob/v0.20.2/LICENSE,Apache-2.0
+github.com/go-openapi/jsonpointer,https://github.com/go-openapi/jsonpointer/blob/v0.20.2/LICENSE,Apache-2.0
+github.com/go-openapi/jsonreference,https://github.com/go-openapi/jsonreference/blob/v0.20.4/LICENSE,Apache-2.0
 github.com/go-openapi/runtime,https://github.com/go-openapi/runtime/blob/v0.21.1/LICENSE,Apache-2.0
 github.com/go-openapi/strfmt,https://github.com/go-openapi/strfmt/blob/v0.21.1/LICENSE,Apache-2.0
-github.com/go-openapi/swag,https://github.com/go-openapi/swag/blob/v0.22.3/LICENSE,Apache-2.0
+github.com/go-openapi/swag,https://github.com/go-openapi/swag/blob/v0.22.6/LICENSE,Apache-2.0
 github.com/go-sql-driver/mysql,https://github.com/go-sql-driver/mysql/blob/v1.7.1/LICENSE,MPL-2.0
 github.com/go-stack/stack,https://github.com/go-stack/stack/blob/v1.8.0/LICENSE.md,MIT
 github.com/gogo/protobuf,https://github.com/gogo/protobuf/blob/v1.3.2/LICENSE,BSD-3-Clause
@@ -49,9 +51,9 @@ github.com/google/go-cmp/cmp,https://github.com/google/go-cmp/blob/v0.6.0/LICENS
 github.com/google/go-containerregistry/pkg/name,https://github.com/google/go-containerregistry/blob/v0.16.1/LICENSE,Apache-2.0
 github.com/google/gofuzz,https://github.com/google/gofuzz/blob/v1.2.0/LICENSE,Apache-2.0
 github.com/google/s2a-go,https://github.com/google/s2a-go/blob/v0.1.7/LICENSE.md,Apache-2.0
-github.com/google/uuid,https://github.com/google/uuid/blob/v1.3.1/LICENSE,BSD-3-Clause
+github.com/google/uuid,https://github.com/google/uuid/blob/v1.5.0/LICENSE,BSD-3-Clause
 github.com/google/wire,https://github.com/google/wire/blob/v0.4.0/LICENSE,Apache-2.0
-github.com/googleapis/enterprise-certificate-proxy/client,https://github.com/googleapis/enterprise-certificate-proxy/blob/v0.3.1/LICENSE,Apache-2.0
+github.com/googleapis/enterprise-certificate-proxy/client,https://github.com/googleapis/enterprise-certificate-proxy/blob/v0.3.2/LICENSE,Apache-2.0
 github.com/googleapis/gax-go/v2,https://github.com/googleapis/gax-go/blob/v2.12.0/v2/LICENSE,BSD-3-Clause
 github.com/gorilla/mux,https://github.com/gorilla/mux/blob/v1.8.0/LICENSE,BSD-3-Clause
 github.com/gorilla/websocket,https://github.com/gorilla/websocket/blob/v1.5.0/LICENSE,BSD-2-Clause
@@ -83,7 +85,7 @@ github.com/kubeflow/kfp-tekton/tekton-catalog/tekton-exithandler/pkg/apis/exitha
 github.com/kubeflow/kfp-tekton/tekton-catalog/tekton-kfptask/pkg/apis/kfptask,https://github.com/kubeflow/kfp-tekton/blob/a75d4b3711ff/tekton-catalog/tekton-kfptask/LICENSE,Apache-2.0
 github.com/kubeflow/pipelines/api/v2alpha1/go,https://github.com/kubeflow/pipelines/blob/58ce09e07d03/api/LICENSE,Apache-2.0
 github.com/kubeflow/pipelines/backend,https://github.com/kubeflow/pipelines/blob/HEAD/LICENSE,Apache-2.0
-github.com/kubeflow/pipelines/kubernetes_platform/go/kubernetesplatform,https://github.com/kubeflow/pipelines/blob/8b2a099e8c9f/kubernetes_platform/LICENSE,Apache-2.0
+github.com/kubeflow/pipelines/kubernetes_platform/go/kubernetesplatform,https://github.com/kubeflow/pipelines/blob/d911c8b73b49/kubernetes_platform/LICENSE,Apache-2.0
 github.com/kubeflow/pipelines/third_party/ml-metadata/go/ml_metadata,https://github.com/kubeflow/pipelines/blob/e1f0c010f800/third_party/ml-metadata/LICENSE,Apache-2.0
 github.com/lann/builder,https://github.com/lann/builder/blob/47ae307949d0/LICENSE,MIT
 github.com/lann/ps,https://github.com/lann/ps/blob/62de8c46ede0/LICENSE,MIT
@@ -130,28 +132,33 @@ github.com/valyala/bytebufferpool,https://github.com/valyala/bytebufferpool/blob
 github.com/valyala/fasttemplate,https://github.com/valyala/fasttemplate/blob/v1.2.2/LICENSE,MIT
 go.mongodb.org/mongo-driver,https://github.com/mongodb/mongo-go-driver/blob/v1.7.5/LICENSE,Apache-2.0
 go.opencensus.io,https://github.com/census-instrumentation/opencensus-go/blob/v0.24.0/LICENSE,Apache-2.0
+go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc,https://github.com/open-telemetry/opentelemetry-go-contrib/blob/instrumentation/google.golang.org/grpc/otelgrpc/v0.46.1/instrumentation/google.golang.org/grpc/otelgrpc/LICENSE,Apache-2.0
+go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp,https://github.com/open-telemetry/opentelemetry-go-contrib/blob/instrumentation/net/http/otelhttp/v0.46.1/instrumentation/net/http/otelhttp/LICENSE,Apache-2.0
+go.opentelemetry.io/otel,https://github.com/open-telemetry/opentelemetry-go/blob/v1.21.0/LICENSE,Apache-2.0
+go.opentelemetry.io/otel/metric,https://github.com/open-telemetry/opentelemetry-go/blob/metric/v1.21.0/metric/LICENSE,Apache-2.0
+go.opentelemetry.io/otel/trace,https://github.com/open-telemetry/opentelemetry-go/blob/trace/v1.21.0/trace/LICENSE,Apache-2.0
 go.uber.org/atomic,https://github.com/uber-go/atomic/blob/v1.10.0/LICENSE.txt,MIT
 go.uber.org/multierr,https://github.com/uber-go/multierr/blob/v1.10.0/LICENSE.txt,MIT
 go.uber.org/zap,https://github.com/uber-go/zap/blob/v1.26.0/LICENSE.txt,MIT
 gocloud.dev,https://github.com/google/go-cloud/blob/v0.22.0/LICENSE,Apache-2.0
-golang.org/x/crypto,https://cs.opensource.google/go/x/crypto/+/v0.16.0:LICENSE,BSD-3-Clause
-golang.org/x/exp/maps,https://cs.opensource.google/go/x/exp/+/24139beb:LICENSE,BSD-3-Clause
-golang.org/x/net,https://cs.opensource.google/go/x/net/+/v0.19.0:LICENSE,BSD-3-Clause
-golang.org/x/oauth2,https://cs.opensource.google/go/x/oauth2/+/v0.13.0:LICENSE,BSD-3-Clause
-golang.org/x/sync/semaphore,https://cs.opensource.google/go/x/sync/+/v0.4.0:LICENSE,BSD-3-Clause
-golang.org/x/sys,https://cs.opensource.google/go/x/sys/+/v0.15.0:LICENSE,BSD-3-Clause
-golang.org/x/term,https://cs.opensource.google/go/x/term/+/v0.15.0:LICENSE,BSD-3-Clause
+golang.org/x/crypto,https://cs.opensource.google/go/x/crypto/+/v0.22.0:LICENSE,BSD-3-Clause
+golang.org/x/exp/maps,https://cs.opensource.google/go/x/exp/+/92128663:LICENSE,BSD-3-Clause
+golang.org/x/net,https://cs.opensource.google/go/x/net/+/v0.21.0:LICENSE,BSD-3-Clause
+golang.org/x/oauth2,https://cs.opensource.google/go/x/oauth2/+/v0.16.0:LICENSE,BSD-3-Clause
+golang.org/x/sync/semaphore,https://cs.opensource.google/go/x/sync/+/v0.6.0:LICENSE,BSD-3-Clause
+golang.org/x/sys,https://cs.opensource.google/go/x/sys/+/v0.19.0:LICENSE,BSD-3-Clause
+golang.org/x/term,https://cs.opensource.google/go/x/term/+/v0.19.0:LICENSE,BSD-3-Clause
 golang.org/x/text,https://cs.opensource.google/go/x/text/+/v0.14.0:LICENSE,BSD-3-Clause
-golang.org/x/time/rate,https://cs.opensource.google/go/x/time/+/v0.3.0:LICENSE,BSD-3-Clause
+golang.org/x/time/rate,https://cs.opensource.google/go/x/time/+/v0.5.0:LICENSE,BSD-3-Clause
 golang.org/x/xerrors,https://cs.opensource.google/go/x/xerrors/+/04be3eba:LICENSE,BSD-3-Clause
 gomodules.xyz/jsonpatch/v2,https://github.com/gomodules/jsonpatch/blob/v2.4.0/v2/LICENSE,Apache-2.0
-google.golang.org/api,https://github.com/googleapis/google-api-go-client/blob/v0.147.0/LICENSE,BSD-3-Clause
-google.golang.org/api/internal/third_party/uritemplates,https://github.com/googleapis/google-api-go-client/blob/v0.147.0/internal/third_party/uritemplates/LICENSE,BSD-3-Clause
-google.golang.org/genproto,https://github.com/googleapis/go-genproto/blob/d307bd883b97/LICENSE,Apache-2.0
-google.golang.org/genproto/googleapis/api,https://github.com/googleapis/go-genproto/blob/d307bd883b97/googleapis/api/LICENSE,Apache-2.0
-google.golang.org/genproto/googleapis/rpc,https://github.com/googleapis/go-genproto/blob/8bfb1ae86b6c/googleapis/rpc/LICENSE,Apache-2.0
-google.golang.org/grpc,https://github.com/grpc/grpc-go/blob/v1.58.3/LICENSE,Apache-2.0
-google.golang.org/protobuf,https://github.com/protocolbuffers/protobuf-go/blob/v1.31.0/LICENSE,BSD-3-Clause
+google.golang.org/api,https://github.com/googleapis/google-api-go-client/blob/v0.156.0/LICENSE,BSD-3-Clause
+google.golang.org/api/internal/third_party/uritemplates,https://github.com/googleapis/google-api-go-client/blob/v0.156.0/internal/third_party/uritemplates/LICENSE,BSD-3-Clause
+google.golang.org/genproto,https://github.com/googleapis/go-genproto/blob/995d672761c0/LICENSE,Apache-2.0
+google.golang.org/genproto/googleapis/api,https://github.com/googleapis/go-genproto/blob/995d672761c0/googleapis/api/LICENSE,Apache-2.0
+google.golang.org/genproto/googleapis/rpc,https://github.com/googleapis/go-genproto/blob/50ed04b92917/googleapis/rpc/LICENSE,Apache-2.0
+google.golang.org/grpc,https://github.com/grpc/grpc-go/blob/v1.60.1/LICENSE,Apache-2.0
+google.golang.org/protobuf,https://github.com/protocolbuffers/protobuf-go/blob/v1.32.0/LICENSE,BSD-3-Clause
 gopkg.in/inf.v0,https://github.com/go-inf/inf/blob/v0.9.1/LICENSE,BSD-3-Clause
 gopkg.in/ini.v1,https://github.com/go-ini/ini/blob/v1.67.0/LICENSE,Apache-2.0
 gopkg.in/yaml.v2,https://github.com/go-yaml/yaml/blob/v2.4.0/LICENSE,Apache-2.0
diff --git a/backend/third_party_licenses/cache_server.csv b/backend/third_party_licenses/cache_server.csv
index ac5da669688..ae3168d927f 100644
--- a/backend/third_party_licenses/cache_server.csv
+++ b/backend/third_party_licenses/cache_server.csv
@@ -4,8 +4,7 @@ github.com/Masterminds/goutils,https://github.com/Masterminds/goutils/blob/v1.1.
 github.com/Masterminds/semver/v3,https://github.com/Masterminds/semver/blob/v3.2.0/LICENSE.txt,MIT
 github.com/Masterminds/sprig/v3,https://github.com/Masterminds/sprig/blob/v3.2.3/LICENSE.txt,MIT
 github.com/antlr/antlr4/runtime/Go/antlr,https://github.com/antlr/antlr4/blob/runtime/Go/antlr/v1.4.10/runtime/Go/antlr/LICENSE,BSD-3-Clause
-github.com/antonmedv/expr,https://github.com/antonmedv/expr/blob/v1.12.6/LICENSE,MIT
-github.com/argoproj/argo-workflows/v3,https://github.com/argoproj/argo-workflows/blob/v3.4.16/LICENSE,Apache-2.0
+github.com/argoproj/argo-workflows/v3,https://github.com/argoproj/argo-workflows/blob/v3.4.17/LICENSE,Apache-2.0
 github.com/argoproj/pkg,https://github.com/argoproj/pkg/blob/v0.13.6/LICENSE,Apache-2.0
 github.com/asaskevich/govalidator,https://github.com/asaskevich/govalidator/blob/7a23bdc65eef/LICENSE,MIT
 github.com/beorn7/perks/quantile,https://github.com/beorn7/perks/blob/v1.0.1/LICENSE,MIT
@@ -18,16 +17,17 @@ github.com/davecgh/go-spew/spew,https://github.com/davecgh/go-spew/blob/v1.1.1/L
 github.com/doublerebel/bellows,https://github.com/doublerebel/bellows/blob/f177d92a03d3/LICENSE,MIT
 github.com/emicklei/go-restful/v3,https://github.com/emicklei/go-restful/blob/v3.10.2/LICENSE,MIT
 github.com/evanphx/json-patch/v5,https://github.com/evanphx/json-patch/blob/v5.6.0/v5/LICENSE,BSD-3-Clause
+github.com/expr-lang/expr,https://github.com/expr-lang/expr/blob/v1.16.0/LICENSE,MIT
 github.com/ghodss/yaml,https://github.com/ghodss/yaml/blob/25d852aebe32/LICENSE,MIT
 github.com/go-kit/log,https://github.com/go-kit/log/blob/v0.2.1/LICENSE,MIT
 github.com/go-logfmt/logfmt,https://github.com/go-logfmt/logfmt/blob/v0.5.1/LICENSE,MIT
-github.com/go-logr/logr,https://github.com/go-logr/logr/blob/v1.2.4/LICENSE,Apache-2.0
+github.com/go-logr/logr,https://github.com/go-logr/logr/blob/v1.3.0/LICENSE,Apache-2.0
 github.com/go-openapi/errors,https://github.com/go-openapi/errors/blob/v0.20.2/LICENSE,Apache-2.0
-github.com/go-openapi/jsonpointer,https://github.com/go-openapi/jsonpointer/blob/v0.19.6/LICENSE,Apache-2.0
-github.com/go-openapi/jsonreference,https://github.com/go-openapi/jsonreference/blob/v0.20.2/LICENSE,Apache-2.0
+github.com/go-openapi/jsonpointer,https://github.com/go-openapi/jsonpointer/blob/v0.20.2/LICENSE,Apache-2.0
+github.com/go-openapi/jsonreference,https://github.com/go-openapi/jsonreference/blob/v0.20.4/LICENSE,Apache-2.0
 github.com/go-openapi/runtime,https://github.com/go-openapi/runtime/blob/v0.21.1/LICENSE,Apache-2.0
 github.com/go-openapi/strfmt,https://github.com/go-openapi/strfmt/blob/v0.21.1/LICENSE,Apache-2.0
-github.com/go-openapi/swag,https://github.com/go-openapi/swag/blob/v0.22.3/LICENSE,Apache-2.0
+github.com/go-openapi/swag,https://github.com/go-openapi/swag/blob/v0.22.6/LICENSE,Apache-2.0
 github.com/go-sql-driver/mysql,https://github.com/go-sql-driver/mysql/blob/v1.7.1/LICENSE,MPL-2.0
 github.com/go-stack/stack,https://github.com/go-stack/stack/blob/v1.8.0/LICENSE.md,MIT
 github.com/gogo/protobuf,https://github.com/gogo/protobuf/blob/v1.3.2/LICENSE,BSD-3-Clause
@@ -39,7 +39,7 @@ github.com/google/gnostic,https://github.com/google/gnostic/blob/v0.6.9/LICENSE,
 github.com/google/go-cmp/cmp,https://github.com/google/go-cmp/blob/v0.6.0/LICENSE,BSD-3-Clause
 github.com/google/go-containerregistry/pkg/name,https://github.com/google/go-containerregistry/blob/v0.16.1/LICENSE,Apache-2.0
 github.com/google/gofuzz,https://github.com/google/gofuzz/blob/v1.2.0/LICENSE,Apache-2.0
-github.com/google/uuid,https://github.com/google/uuid/blob/v1.3.1/LICENSE,BSD-3-Clause
+github.com/google/uuid,https://github.com/google/uuid/blob/v1.5.0/LICENSE,BSD-3-Clause
 github.com/gorilla/websocket,https://github.com/gorilla/websocket/blob/v1.5.0/LICENSE,BSD-2-Clause
 github.com/grpc-ecosystem/grpc-gateway,https://github.com/grpc-ecosystem/grpc-gateway/blob/v1.16.0/LICENSE.txt,BSD-3-Clause
 github.com/grpc-ecosystem/grpc-gateway/v2,https://github.com/grpc-ecosystem/grpc-gateway/blob/v2.11.3/LICENSE.txt,BSD-3-Clause
@@ -97,22 +97,22 @@ go.opencensus.io,https://github.com/census-instrumentation/opencensus-go/blob/v0
 go.uber.org/atomic,https://github.com/uber-go/atomic/blob/v1.10.0/LICENSE.txt,MIT
 go.uber.org/multierr,https://github.com/uber-go/multierr/blob/v1.10.0/LICENSE.txt,MIT
 go.uber.org/zap,https://github.com/uber-go/zap/blob/v1.26.0/LICENSE.txt,MIT
-golang.org/x/crypto,https://cs.opensource.google/go/x/crypto/+/v0.16.0:LICENSE,BSD-3-Clause
-golang.org/x/exp/maps,https://cs.opensource.google/go/x/exp/+/24139beb:LICENSE,BSD-3-Clause
-golang.org/x/net,https://cs.opensource.google/go/x/net/+/v0.19.0:LICENSE,BSD-3-Clause
-golang.org/x/oauth2,https://cs.opensource.google/go/x/oauth2/+/v0.13.0:LICENSE,BSD-3-Clause
-golang.org/x/sync/semaphore,https://cs.opensource.google/go/x/sync/+/v0.4.0:LICENSE,BSD-3-Clause
-golang.org/x/sys/unix,https://cs.opensource.google/go/x/sys/+/v0.15.0:LICENSE,BSD-3-Clause
-golang.org/x/term,https://cs.opensource.google/go/x/term/+/v0.15.0:LICENSE,BSD-3-Clause
+golang.org/x/crypto,https://cs.opensource.google/go/x/crypto/+/v0.22.0:LICENSE,BSD-3-Clause
+golang.org/x/exp/maps,https://cs.opensource.google/go/x/exp/+/92128663:LICENSE,BSD-3-Clause
+golang.org/x/net,https://cs.opensource.google/go/x/net/+/v0.21.0:LICENSE,BSD-3-Clause
+golang.org/x/oauth2,https://cs.opensource.google/go/x/oauth2/+/v0.16.0:LICENSE,BSD-3-Clause
+golang.org/x/sync/semaphore,https://cs.opensource.google/go/x/sync/+/v0.6.0:LICENSE,BSD-3-Clause
+golang.org/x/sys/unix,https://cs.opensource.google/go/x/sys/+/v0.19.0:LICENSE,BSD-3-Clause
+golang.org/x/term,https://cs.opensource.google/go/x/term/+/v0.19.0:LICENSE,BSD-3-Clause
 golang.org/x/text,https://cs.opensource.google/go/x/text/+/v0.14.0:LICENSE,BSD-3-Clause
-golang.org/x/time/rate,https://cs.opensource.google/go/x/time/+/v0.3.0:LICENSE,BSD-3-Clause
+golang.org/x/time/rate,https://cs.opensource.google/go/x/time/+/v0.5.0:LICENSE,BSD-3-Clause
 gomodules.xyz/jsonpatch/v2,https://github.com/gomodules/jsonpatch/blob/v2.4.0/v2/LICENSE,Apache-2.0
-google.golang.org/api/support/bundler,https://github.com/googleapis/google-api-go-client/blob/v0.147.0/LICENSE,BSD-3-Clause
-google.golang.org/genproto/googleapis/api,https://github.com/googleapis/go-genproto/blob/d307bd883b97/googleapis/api/LICENSE,Apache-2.0
-google.golang.org/genproto/googleapis/rpc/status,https://github.com/googleapis/go-genproto/blob/8bfb1ae86b6c/googleapis/rpc/LICENSE,Apache-2.0
-google.golang.org/genproto/protobuf/field_mask,https://github.com/googleapis/go-genproto/blob/d307bd883b97/LICENSE,Apache-2.0
-google.golang.org/grpc,https://github.com/grpc/grpc-go/blob/v1.58.3/LICENSE,Apache-2.0
-google.golang.org/protobuf,https://github.com/protocolbuffers/protobuf-go/blob/v1.31.0/LICENSE,BSD-3-Clause
+google.golang.org/api/support/bundler,https://github.com/googleapis/google-api-go-client/blob/v0.156.0/LICENSE,BSD-3-Clause
+google.golang.org/genproto/googleapis/api,https://github.com/googleapis/go-genproto/blob/995d672761c0/googleapis/api/LICENSE,Apache-2.0
+google.golang.org/genproto/googleapis/rpc/status,https://github.com/googleapis/go-genproto/blob/50ed04b92917/googleapis/rpc/LICENSE,Apache-2.0
+google.golang.org/genproto/protobuf/field_mask,https://github.com/googleapis/go-genproto/blob/995d672761c0/LICENSE,Apache-2.0
+google.golang.org/grpc,https://github.com/grpc/grpc-go/blob/v1.60.1/LICENSE,Apache-2.0
+google.golang.org/protobuf,https://github.com/protocolbuffers/protobuf-go/blob/v1.32.0/LICENSE,BSD-3-Clause
 gopkg.in/inf.v0,https://github.com/go-inf/inf/blob/v0.9.1/LICENSE,BSD-3-Clause
 gopkg.in/yaml.v2,https://github.com/go-yaml/yaml/blob/v2.4.0/LICENSE,Apache-2.0
 gopkg.in/yaml.v3,https://github.com/go-yaml/yaml/blob/v3.0.1/LICENSE,MIT
diff --git a/backend/third_party_licenses/driver.csv b/backend/third_party_licenses/driver.csv
index a65e0dae45d..477b702aa48 100644
--- a/backend/third_party_licenses/driver.csv
+++ b/backend/third_party_licenses/driver.csv
@@ -1,16 +1,42 @@
 cloud.google.com/go/compute/metadata,https://github.com/googleapis/google-cloud-go/blob/compute/metadata/v0.2.3/compute/metadata/LICENSE,Apache-2.0
-cloud.google.com/go/iam,https://github.com/googleapis/google-cloud-go/blob/iam/v1.1.2/iam/LICENSE,Apache-2.0
-cloud.google.com/go/internal,https://github.com/googleapis/google-cloud-go/blob/v0.110.8/LICENSE,Apache-2.0
+cloud.google.com/go/iam,https://github.com/googleapis/google-cloud-go/blob/iam/v1.1.5/iam/LICENSE,Apache-2.0
+cloud.google.com/go/internal,https://github.com/googleapis/google-cloud-go/blob/v0.111.0/LICENSE,Apache-2.0
 cloud.google.com/go/storage,https://github.com/googleapis/google-cloud-go/blob/storage/v1.30.1/storage/LICENSE,Apache-2.0
+contrib.go.opencensus.io/exporter/ocagent,https://github.com/census-ecosystem/opencensus-go-exporter-ocagent/blob/05415f1de66d/LICENSE,Apache-2.0
+contrib.go.opencensus.io/exporter/prometheus,https://github.com/census-ecosystem/opencensus-go-exporter-prometheus/blob/v0.4.0/LICENSE,Apache-2.0
+github.com/Masterminds/goutils,https://github.com/Masterminds/goutils/blob/v1.1.1/LICENSE.txt,Apache-2.0
+github.com/Masterminds/semver/v3,https://github.com/Masterminds/semver/blob/v3.2.0/LICENSE.txt,MIT
+github.com/Masterminds/sprig/v3,https://github.com/Masterminds/sprig/blob/v3.2.3/LICENSE.txt,MIT
 github.com/antlr/antlr4/runtime/Go/antlr,https://github.com/antlr/antlr4/blob/runtime/Go/antlr/v1.4.10/runtime/Go/antlr/LICENSE,BSD-3-Clause
+github.com/argoproj/argo-workflows/v3,https://github.com/argoproj/argo-workflows/blob/v3.4.17/LICENSE,Apache-2.0
+github.com/argoproj/pkg,https://github.com/argoproj/pkg/blob/v0.13.6/LICENSE,Apache-2.0
+github.com/asaskevich/govalidator,https://github.com/asaskevich/govalidator/blob/7a23bdc65eef/LICENSE,MIT
 github.com/aws/aws-sdk-go,https://github.com/aws/aws-sdk-go/blob/v1.45.25/LICENSE.txt,Apache-2.0
 github.com/aws/aws-sdk-go/internal/sync/singleflight,https://github.com/aws/aws-sdk-go/blob/v1.45.25/internal/sync/singleflight/LICENSE,BSD-3-Clause
+github.com/beorn7/perks/quantile,https://github.com/beorn7/perks/blob/v1.0.1/LICENSE,MIT
+github.com/blendle/zapdriver,https://github.com/blendle/zapdriver/blob/v1.3.1/LICENSE,ISC
+github.com/cenkalti/backoff,https://github.com/cenkalti/backoff/blob/v2.2.1/LICENSE,MIT
+github.com/census-instrumentation/opencensus-proto/gen-go,https://github.com/census-instrumentation/opencensus-proto/blob/v0.4.1/LICENSE,Apache-2.0
+github.com/cespare/xxhash/v2,https://github.com/cespare/xxhash/blob/v2.2.0/LICENSE.txt,MIT
+github.com/colinmarc/hdfs/v2,https://github.com/colinmarc/hdfs/blob/v2.4.0/LICENSE.txt,MIT
 github.com/davecgh/go-spew/spew,https://github.com/davecgh/go-spew/blob/v1.1.1/LICENSE,ISC
+github.com/doublerebel/bellows,https://github.com/doublerebel/bellows/blob/f177d92a03d3/LICENSE,MIT
 github.com/emicklei/go-restful/v3,https://github.com/emicklei/go-restful/blob/v3.10.2/LICENSE,MIT
-github.com/go-logr/logr,https://github.com/go-logr/logr/blob/v1.2.4/LICENSE,Apache-2.0
-github.com/go-openapi/jsonpointer,https://github.com/go-openapi/jsonpointer/blob/v0.19.6/LICENSE,Apache-2.0
-github.com/go-openapi/jsonreference,https://github.com/go-openapi/jsonreference/blob/v0.20.2/LICENSE,Apache-2.0
-github.com/go-openapi/swag,https://github.com/go-openapi/swag/blob/v0.22.3/LICENSE,Apache-2.0
+github.com/evanphx/json-patch/v5,https://github.com/evanphx/json-patch/blob/v5.6.0/v5/LICENSE,BSD-3-Clause
+github.com/expr-lang/expr,https://github.com/expr-lang/expr/blob/v1.16.0/LICENSE,MIT
+github.com/felixge/httpsnoop,https://github.com/felixge/httpsnoop/blob/v1.0.4/LICENSE.txt,MIT
+github.com/ghodss/yaml,https://github.com/ghodss/yaml/blob/25d852aebe32/LICENSE,MIT
+github.com/go-kit/log,https://github.com/go-kit/log/blob/v0.2.1/LICENSE,MIT
+github.com/go-logfmt/logfmt,https://github.com/go-logfmt/logfmt/blob/v0.5.1/LICENSE,MIT
+github.com/go-logr/logr,https://github.com/go-logr/logr/blob/v1.3.0/LICENSE,Apache-2.0
+github.com/go-logr/stdr,https://github.com/go-logr/stdr/blob/v1.2.2/LICENSE,Apache-2.0
+github.com/go-openapi/errors,https://github.com/go-openapi/errors/blob/v0.20.2/LICENSE,Apache-2.0
+github.com/go-openapi/jsonpointer,https://github.com/go-openapi/jsonpointer/blob/v0.20.2/LICENSE,Apache-2.0
+github.com/go-openapi/jsonreference,https://github.com/go-openapi/jsonreference/blob/v0.20.4/LICENSE,Apache-2.0
+github.com/go-openapi/runtime,https://github.com/go-openapi/runtime/blob/v0.21.1/LICENSE,Apache-2.0
+github.com/go-openapi/strfmt,https://github.com/go-openapi/strfmt/blob/v0.21.1/LICENSE,Apache-2.0
+github.com/go-openapi/swag,https://github.com/go-openapi/swag/blob/v0.22.6/LICENSE,Apache-2.0
+github.com/go-stack/stack,https://github.com/go-stack/stack/blob/v1.8.0/LICENSE.md,MIT
 github.com/gogo/protobuf,https://github.com/gogo/protobuf/blob/v1.3.2/LICENSE,BSD-3-Clause
 github.com/golang/glog,https://github.com/golang/glog/blob/v1.2.0/LICENSE,Apache-2.0
 github.com/golang/groupcache/lru,https://github.com/golang/groupcache/blob/41bb18bfe9da/LICENSE,Apache-2.0
@@ -18,57 +44,110 @@ github.com/golang/protobuf,https://github.com/golang/protobuf/blob/v1.5.3/LICENS
 github.com/google/cel-go,https://github.com/google/cel-go/blob/v0.12.6/LICENSE,Apache-2.0
 github.com/google/gnostic,https://github.com/google/gnostic/blob/v0.6.9/LICENSE,Apache-2.0
 github.com/google/go-cmp/cmp,https://github.com/google/go-cmp/blob/v0.6.0/LICENSE,BSD-3-Clause
+github.com/google/go-containerregistry/pkg/name,https://github.com/google/go-containerregistry/blob/v0.16.1/LICENSE,Apache-2.0
 github.com/google/gofuzz,https://github.com/google/gofuzz/blob/v1.2.0/LICENSE,Apache-2.0
 github.com/google/s2a-go,https://github.com/google/s2a-go/blob/v0.1.7/LICENSE.md,Apache-2.0
-github.com/google/uuid,https://github.com/google/uuid/blob/v1.3.1/LICENSE,BSD-3-Clause
+github.com/google/uuid,https://github.com/google/uuid/blob/v1.5.0/LICENSE,BSD-3-Clause
 github.com/google/wire,https://github.com/google/wire/blob/v0.4.0/LICENSE,Apache-2.0
-github.com/googleapis/enterprise-certificate-proxy/client,https://github.com/googleapis/enterprise-certificate-proxy/blob/v0.3.1/LICENSE,Apache-2.0
+github.com/googleapis/enterprise-certificate-proxy/client,https://github.com/googleapis/enterprise-certificate-proxy/blob/v0.3.2/LICENSE,Apache-2.0
 github.com/googleapis/gax-go/v2,https://github.com/googleapis/gax-go/blob/v2.12.0/v2/LICENSE,BSD-3-Clause
+github.com/gorilla/websocket,https://github.com/gorilla/websocket/blob/v1.5.0/LICENSE,BSD-2-Clause
 github.com/grpc-ecosystem/go-grpc-middleware,https://github.com/grpc-ecosystem/go-grpc-middleware/blob/v1.3.0/LICENSE,Apache-2.0
 github.com/grpc-ecosystem/grpc-gateway,https://github.com/grpc-ecosystem/grpc-gateway/blob/v1.16.0/LICENSE.txt,BSD-3-Clause
+github.com/grpc-ecosystem/grpc-gateway/v2,https://github.com/grpc-ecosystem/grpc-gateway/blob/v2.11.3/LICENSE.txt,BSD-3-Clause
+github.com/hashicorp/errwrap,https://github.com/hashicorp/errwrap/blob/v1.1.0/LICENSE,MPL-2.0
+github.com/hashicorp/go-multierror,https://github.com/hashicorp/go-multierror/blob/v1.1.1/LICENSE,MPL-2.0
+github.com/hashicorp/go-uuid,https://github.com/hashicorp/go-uuid/blob/v1.0.3/LICENSE,MPL-2.0
+github.com/huandu/xstrings,https://github.com/huandu/xstrings/blob/v1.3.3/LICENSE,MIT
+github.com/imdario/mergo,https://github.com/imdario/mergo/blob/v0.3.13/LICENSE,BSD-3-Clause
+github.com/jcmturner/aescts/v2,https://github.com/jcmturner/aescts/blob/v2.0.0/v2/LICENSE,Apache-2.0
+github.com/jcmturner/dnsutils/v2,https://github.com/jcmturner/dnsutils/blob/v2.0.0/v2/LICENSE,Apache-2.0
+github.com/jcmturner/gofork,https://github.com/jcmturner/gofork/blob/v1.7.6/LICENSE,BSD-3-Clause
+github.com/jcmturner/goidentity/v6,https://github.com/jcmturner/goidentity/blob/v6.0.1/v6/LICENSE,Apache-2.0
+github.com/jcmturner/gokrb5/v8,https://github.com/jcmturner/gokrb5/blob/v8.4.4/v8/LICENSE,Apache-2.0
+github.com/jcmturner/rpc/v2,https://github.com/jcmturner/rpc/blob/v2.0.3/v2/LICENSE,Apache-2.0
 github.com/jmespath/go-jmespath,https://github.com/jmespath/go-jmespath/blob/v0.4.0/LICENSE,Apache-2.0
 github.com/josharian/intern,https://github.com/josharian/intern/blob/v1.0.0/license.md,MIT
 github.com/json-iterator/go,https://github.com/json-iterator/go/blob/v1.1.12/LICENSE,MIT
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+go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc,https://github.com/open-telemetry/opentelemetry-go-contrib/blob/instrumentation/google.golang.org/grpc/otelgrpc/v0.46.1/instrumentation/google.golang.org/grpc/otelgrpc/LICENSE,Apache-2.0
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-google.golang.org/genproto/googleapis/rpc,https://github.com/googleapis/go-genproto/blob/8bfb1ae86b6c/googleapis/rpc/LICENSE,Apache-2.0
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diff --git a/backend/third_party_licenses/launcher.csv b/backend/third_party_licenses/launcher.csv
index 9a7bebc5ca9..b830ddc7a68 100644
--- a/backend/third_party_licenses/launcher.csv
+++ b/backend/third_party_licenses/launcher.csv
@@ -1,70 +1,152 @@
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+github.com/jcmturner/gofork,https://github.com/jcmturner/gofork/blob/v1.7.6/LICENSE,BSD-3-Clause
+github.com/jcmturner/goidentity/v6,https://github.com/jcmturner/goidentity/blob/v6.0.1/v6/LICENSE,Apache-2.0
+github.com/jcmturner/gokrb5/v8,https://github.com/jcmturner/gokrb5/blob/v8.4.4/v8/LICENSE,Apache-2.0
+github.com/jcmturner/rpc/v2,https://github.com/jcmturner/rpc/blob/v2.0.3/v2/LICENSE,Apache-2.0
 github.com/jmespath/go-jmespath,https://github.com/jmespath/go-jmespath/blob/v0.4.0/LICENSE,Apache-2.0
 github.com/josharian/intern,https://github.com/josharian/intern/blob/v1.0.0/license.md,MIT
 github.com/json-iterator/go,https://github.com/json-iterator/go/blob/v1.1.12/LICENSE,MIT
+github.com/klauspost/compress/flate,https://github.com/klauspost/compress/blob/v1.16.7/LICENSE,Apache-2.0
+github.com/klauspost/pgzip,https://github.com/klauspost/pgzip/blob/v1.2.6/LICENSE,MIT
 github.com/kubeflow/pipelines/api/v2alpha1/go,https://github.com/kubeflow/pipelines/blob/58ce09e07d03/api/LICENSE,Apache-2.0
 github.com/kubeflow/pipelines/backend,https://github.com/kubeflow/pipelines/blob/HEAD/LICENSE,Apache-2.0
 github.com/kubeflow/pipelines/third_party/ml-metadata/go/ml_metadata,https://github.com/kubeflow/pipelines/blob/e1f0c010f800/third_party/ml-metadata/LICENSE,Apache-2.0
+github.com/lestrrat-go/strftime,https://github.com/lestrrat-go/strftime/blob/v1.0.4/LICENSE,MIT
 github.com/mailru/easyjson,https://github.com/mailru/easyjson/blob/v0.7.7/LICENSE,MIT
+github.com/matttproud/golang_protobuf_extensions/pbutil,https://github.com/matttproud/golang_protobuf_extensions/blob/v1.0.4/LICENSE,Apache-2.0
+github.com/mitchellh/copystructure,https://github.com/mitchellh/copystructure/blob/v1.2.0/LICENSE,MIT
+github.com/mitchellh/mapstructure,https://github.com/mitchellh/mapstructure/blob/v1.5.0/LICENSE,MIT
+github.com/mitchellh/reflectwalk,https://github.com/mitchellh/reflectwalk/blob/v1.0.2/LICENSE,MIT
+github.com/moby/spdystream,https://github.com/moby/spdystream/blob/v0.2.0/LICENSE,Apache-2.0
 github.com/modern-go/concurrent,https://github.com/modern-go/concurrent/blob/bacd9c7ef1dd/LICENSE,Apache-2.0
 github.com/modern-go/reflect2,https://github.com/modern-go/reflect2/blob/v1.0.2/LICENSE,Apache-2.0
 github.com/munnerz/goautoneg,https://github.com/munnerz/goautoneg/blob/a7dc8b61c822/LICENSE,BSD-3-Clause
+github.com/oklog/ulid,https://github.com/oklog/ulid/blob/v1.3.1/LICENSE,Apache-2.0
+github.com/oliveagle/jsonpath,https://github.com/oliveagle/jsonpath/blob/2e52cf6e6852/LICENSE,MIT
+github.com/opencontainers/go-digest,https://github.com/opencontainers/go-digest/blob/v1.0.0/LICENSE,Apache-2.0
+github.com/pkg/errors,https://github.com/pkg/errors/blob/v0.9.1/LICENSE,BSD-2-Clause
+github.com/prometheus/client_golang/prometheus,https://github.com/prometheus/client_golang/blob/v1.16.0/LICENSE,Apache-2.0
+github.com/prometheus/client_model/go,https://github.com/prometheus/client_model/blob/v0.4.0/LICENSE,Apache-2.0
+github.com/prometheus/common,https://github.com/prometheus/common/blob/v0.42.0/LICENSE,Apache-2.0
+github.com/prometheus/common/internal/bitbucket.org/ww/goautoneg,https://github.com/prometheus/common/blob/v0.42.0/internal/bitbucket.org/ww/goautoneg/README.txt,BSD-3-Clause
+github.com/prometheus/procfs,https://github.com/prometheus/procfs/blob/v0.10.1/LICENSE,Apache-2.0
+github.com/prometheus/statsd_exporter/pkg/mapper,https://github.com/prometheus/statsd_exporter/blob/v0.21.0/LICENSE,Apache-2.0
+github.com/robfig/cron/v3,https://github.com/robfig/cron/blob/v3.0.1/LICENSE,MIT
+github.com/shopspring/decimal,https://github.com/shopspring/decimal/blob/v1.2.0/LICENSE,MIT
+github.com/sirupsen/logrus,https://github.com/sirupsen/logrus/blob/v1.9.3/LICENSE,MIT
+github.com/spf13/cast,https://github.com/spf13/cast/blob/v1.5.0/LICENSE,MIT
+github.com/spf13/pflag,https://github.com/spf13/pflag/blob/v1.0.5/LICENSE,BSD-3-Clause
+github.com/stoewer/go-strcase,https://github.com/stoewer/go-strcase/blob/v1.2.0/LICENSE,MIT
+github.com/tektoncd/pipeline/pkg,https://github.com/tektoncd/pipeline/blob/v0.53.2/LICENSE,Apache-2.0
+github.com/valyala/bytebufferpool,https://github.com/valyala/bytebufferpool/blob/v1.0.0/LICENSE,MIT
+github.com/valyala/fasttemplate,https://github.com/valyala/fasttemplate/blob/v1.2.2/LICENSE,MIT
+go.mongodb.org/mongo-driver,https://github.com/mongodb/mongo-go-driver/blob/v1.7.5/LICENSE,Apache-2.0
 go.opencensus.io,https://github.com/census-instrumentation/opencensus-go/blob/v0.24.0/LICENSE,Apache-2.0
+go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc,https://github.com/open-telemetry/opentelemetry-go-contrib/blob/instrumentation/google.golang.org/grpc/otelgrpc/v0.46.1/instrumentation/google.golang.org/grpc/otelgrpc/LICENSE,Apache-2.0
+go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp,https://github.com/open-telemetry/opentelemetry-go-contrib/blob/instrumentation/net/http/otelhttp/v0.46.1/instrumentation/net/http/otelhttp/LICENSE,Apache-2.0
+go.opentelemetry.io/otel,https://github.com/open-telemetry/opentelemetry-go/blob/v1.21.0/LICENSE,Apache-2.0
+go.opentelemetry.io/otel/metric,https://github.com/open-telemetry/opentelemetry-go/blob/metric/v1.21.0/metric/LICENSE,Apache-2.0
+go.opentelemetry.io/otel/trace,https://github.com/open-telemetry/opentelemetry-go/blob/trace/v1.21.0/trace/LICENSE,Apache-2.0
+go.uber.org/atomic,https://github.com/uber-go/atomic/blob/v1.10.0/LICENSE.txt,MIT
+go.uber.org/multierr,https://github.com/uber-go/multierr/blob/v1.10.0/LICENSE.txt,MIT
+go.uber.org/zap,https://github.com/uber-go/zap/blob/v1.26.0/LICENSE.txt,MIT
 gocloud.dev,https://github.com/google/go-cloud/blob/v0.22.0/LICENSE,Apache-2.0
-golang.org/x/crypto,https://cs.opensource.google/go/x/crypto/+/v0.16.0:LICENSE,BSD-3-Clause
-golang.org/x/net,https://cs.opensource.google/go/x/net/+/v0.19.0:LICENSE,BSD-3-Clause
-golang.org/x/oauth2,https://cs.opensource.google/go/x/oauth2/+/v0.13.0:LICENSE,BSD-3-Clause
-golang.org/x/sync/semaphore,https://cs.opensource.google/go/x/sync/+/v0.4.0:LICENSE,BSD-3-Clause
-golang.org/x/sys,https://cs.opensource.google/go/x/sys/+/v0.15.0:LICENSE,BSD-3-Clause
-golang.org/x/term,https://cs.opensource.google/go/x/term/+/v0.15.0:LICENSE,BSD-3-Clause
+golang.org/x/crypto,https://cs.opensource.google/go/x/crypto/+/v0.22.0:LICENSE,BSD-3-Clause
+golang.org/x/exp/maps,https://cs.opensource.google/go/x/exp/+/92128663:LICENSE,BSD-3-Clause
+golang.org/x/net,https://cs.opensource.google/go/x/net/+/v0.21.0:LICENSE,BSD-3-Clause
+golang.org/x/oauth2,https://cs.opensource.google/go/x/oauth2/+/v0.16.0:LICENSE,BSD-3-Clause
+golang.org/x/sync/semaphore,https://cs.opensource.google/go/x/sync/+/v0.6.0:LICENSE,BSD-3-Clause
+golang.org/x/sys,https://cs.opensource.google/go/x/sys/+/v0.19.0:LICENSE,BSD-3-Clause
+golang.org/x/term,https://cs.opensource.google/go/x/term/+/v0.19.0:LICENSE,BSD-3-Clause
 golang.org/x/text,https://cs.opensource.google/go/x/text/+/v0.14.0:LICENSE,BSD-3-Clause
-golang.org/x/time/rate,https://cs.opensource.google/go/x/time/+/v0.3.0:LICENSE,BSD-3-Clause
+golang.org/x/time/rate,https://cs.opensource.google/go/x/time/+/v0.5.0:LICENSE,BSD-3-Clause
 golang.org/x/xerrors,https://cs.opensource.google/go/x/xerrors/+/04be3eba:LICENSE,BSD-3-Clause
-google.golang.org/api,https://github.com/googleapis/google-api-go-client/blob/v0.147.0/LICENSE,BSD-3-Clause
-google.golang.org/api/internal/third_party/uritemplates,https://github.com/googleapis/google-api-go-client/blob/v0.147.0/internal/third_party/uritemplates/LICENSE,BSD-3-Clause
-google.golang.org/genproto,https://github.com/googleapis/go-genproto/blob/d307bd883b97/LICENSE,Apache-2.0
-google.golang.org/genproto/googleapis/api,https://github.com/googleapis/go-genproto/blob/d307bd883b97/googleapis/api/LICENSE,Apache-2.0
-google.golang.org/genproto/googleapis/rpc,https://github.com/googleapis/go-genproto/blob/8bfb1ae86b6c/googleapis/rpc/LICENSE,Apache-2.0
-google.golang.org/grpc,https://github.com/grpc/grpc-go/blob/v1.58.3/LICENSE,Apache-2.0
-google.golang.org/protobuf,https://github.com/protocolbuffers/protobuf-go/blob/v1.31.0/LICENSE,BSD-3-Clause
+gomodules.xyz/jsonpatch/v2,https://github.com/gomodules/jsonpatch/blob/v2.4.0/v2/LICENSE,Apache-2.0
+google.golang.org/api,https://github.com/googleapis/google-api-go-client/blob/v0.156.0/LICENSE,BSD-3-Clause
+google.golang.org/api/internal/third_party/uritemplates,https://github.com/googleapis/google-api-go-client/blob/v0.156.0/internal/third_party/uritemplates/LICENSE,BSD-3-Clause
+google.golang.org/genproto,https://github.com/googleapis/go-genproto/blob/995d672761c0/LICENSE,Apache-2.0
+google.golang.org/genproto/googleapis/api,https://github.com/googleapis/go-genproto/blob/995d672761c0/googleapis/api/LICENSE,Apache-2.0
+google.golang.org/genproto/googleapis/rpc,https://github.com/googleapis/go-genproto/blob/50ed04b92917/googleapis/rpc/LICENSE,Apache-2.0
+google.golang.org/grpc,https://github.com/grpc/grpc-go/blob/v1.60.1/LICENSE,Apache-2.0
+google.golang.org/protobuf,https://github.com/protocolbuffers/protobuf-go/blob/v1.32.0/LICENSE,BSD-3-Clause
 gopkg.in/inf.v0,https://github.com/go-inf/inf/blob/v0.9.1/LICENSE,BSD-3-Clause
 gopkg.in/yaml.v2,https://github.com/go-yaml/yaml/blob/v2.4.0/LICENSE,Apache-2.0
 gopkg.in/yaml.v3,https://github.com/go-yaml/yaml/blob/v3.0.1/LICENSE,MIT
 k8s.io/api,https://github.com/kubernetes/api/blob/v0.25.9/LICENSE,Apache-2.0
 k8s.io/apimachinery/pkg,https://github.com/kubernetes/apimachinery/blob/v0.26.5/LICENSE,Apache-2.0
-k8s.io/apimachinery/third_party/forked/golang/reflect,https://github.com/kubernetes/apimachinery/blob/v0.26.5/third_party/forked/golang/LICENSE,BSD-3-Clause
+k8s.io/apimachinery/third_party/forked/golang,https://github.com/kubernetes/apimachinery/blob/v0.26.5/third_party/forked/golang/LICENSE,BSD-3-Clause
 k8s.io/client-go,https://github.com/kubernetes/client-go/blob/v0.25.9/LICENSE,Apache-2.0
 k8s.io/klog/v2,https://github.com/kubernetes/klog/blob/v2.100.1/LICENSE,Apache-2.0
 k8s.io/kube-openapi/pkg,https://github.com/kubernetes/kube-openapi/blob/54b630e78af5/LICENSE,Apache-2.0
 k8s.io/kube-openapi/pkg/internal/third_party/go-json-experiment/json,https://github.com/kubernetes/kube-openapi/blob/54b630e78af5/pkg/internal/third_party/go-json-experiment/json/LICENSE,BSD-3-Clause
 k8s.io/kube-openapi/pkg/validation/spec,https://github.com/kubernetes/kube-openapi/blob/54b630e78af5/pkg/validation/spec/LICENSE,Apache-2.0
+k8s.io/kubernetes/pkg/apis/core,https://github.com/kubernetes/kubernetes/blob/v1.11.1/LICENSE,Apache-2.0
 k8s.io/utils,https://github.com/kubernetes/utils/blob/9f6742963106/LICENSE,Apache-2.0
 k8s.io/utils/internal/third_party/forked/golang/net,https://github.com/kubernetes/utils/blob/9f6742963106/internal/third_party/forked/golang/LICENSE,BSD-3-Clause
+knative.dev/pkg,https://github.com/knative/pkg/blob/df28feae6d34/LICENSE,Apache-2.0
 sigs.k8s.io/json,https://github.com/kubernetes-sigs/json/blob/bc3834ca7abd/LICENSE,Apache-2.0
 sigs.k8s.io/structured-merge-diff/v4,https://github.com/kubernetes-sigs/structured-merge-diff/blob/v4.2.3/LICENSE,Apache-2.0
 sigs.k8s.io/yaml,https://github.com/kubernetes-sigs/yaml/blob/v1.3.0/LICENSE,MIT
diff --git a/backend/third_party_licenses/persistence_agent.csv b/backend/third_party_licenses/persistence_agent.csv
index a656ba005fc..700f00f65b5 100644
--- a/backend/third_party_licenses/persistence_agent.csv
+++ b/backend/third_party_licenses/persistence_agent.csv
@@ -5,8 +5,7 @@ github.com/Masterminds/goutils,https://github.com/Masterminds/goutils/blob/v1.1.
 github.com/Masterminds/semver/v3,https://github.com/Masterminds/semver/blob/v3.2.0/LICENSE.txt,MIT
 github.com/Masterminds/sprig/v3,https://github.com/Masterminds/sprig/blob/v3.2.3/LICENSE.txt,MIT
 github.com/antlr/antlr4/runtime/Go/antlr,https://github.com/antlr/antlr4/blob/runtime/Go/antlr/v1.4.10/runtime/Go/antlr/LICENSE,BSD-3-Clause
-github.com/antonmedv/expr,https://github.com/antonmedv/expr/blob/v1.12.6/LICENSE,MIT
-github.com/argoproj/argo-workflows/v3,https://github.com/argoproj/argo-workflows/blob/v3.4.16/LICENSE,Apache-2.0
+github.com/argoproj/argo-workflows/v3,https://github.com/argoproj/argo-workflows/blob/v3.4.17/LICENSE,Apache-2.0
 github.com/argoproj/pkg,https://github.com/argoproj/pkg/blob/v0.13.6/LICENSE,Apache-2.0
 github.com/asaskevich/govalidator,https://github.com/asaskevich/govalidator/blob/7a23bdc65eef/LICENSE,MIT
 github.com/beorn7/perks/quantile,https://github.com/beorn7/perks/blob/v1.0.1/LICENSE,MIT
@@ -19,16 +18,17 @@ github.com/davecgh/go-spew/spew,https://github.com/davecgh/go-spew/blob/v1.1.1/L
 github.com/doublerebel/bellows,https://github.com/doublerebel/bellows/blob/f177d92a03d3/LICENSE,MIT
 github.com/emicklei/go-restful/v3,https://github.com/emicklei/go-restful/blob/v3.10.2/LICENSE,MIT
 github.com/evanphx/json-patch/v5,https://github.com/evanphx/json-patch/blob/v5.6.0/v5/LICENSE,BSD-3-Clause
+github.com/expr-lang/expr,https://github.com/expr-lang/expr/blob/v1.16.0/LICENSE,MIT
 github.com/ghodss/yaml,https://github.com/ghodss/yaml/blob/25d852aebe32/LICENSE,MIT
 github.com/go-kit/log,https://github.com/go-kit/log/blob/v0.2.1/LICENSE,MIT
 github.com/go-logfmt/logfmt,https://github.com/go-logfmt/logfmt/blob/v0.5.1/LICENSE,MIT
-github.com/go-logr/logr,https://github.com/go-logr/logr/blob/v1.2.4/LICENSE,Apache-2.0
+github.com/go-logr/logr,https://github.com/go-logr/logr/blob/v1.3.0/LICENSE,Apache-2.0
 github.com/go-openapi/errors,https://github.com/go-openapi/errors/blob/v0.20.2/LICENSE,Apache-2.0
-github.com/go-openapi/jsonpointer,https://github.com/go-openapi/jsonpointer/blob/v0.19.6/LICENSE,Apache-2.0
-github.com/go-openapi/jsonreference,https://github.com/go-openapi/jsonreference/blob/v0.20.2/LICENSE,Apache-2.0
+github.com/go-openapi/jsonpointer,https://github.com/go-openapi/jsonpointer/blob/v0.20.2/LICENSE,Apache-2.0
+github.com/go-openapi/jsonreference,https://github.com/go-openapi/jsonreference/blob/v0.20.4/LICENSE,Apache-2.0
 github.com/go-openapi/runtime,https://github.com/go-openapi/runtime/blob/v0.21.1/LICENSE,Apache-2.0
 github.com/go-openapi/strfmt,https://github.com/go-openapi/strfmt/blob/v0.21.1/LICENSE,Apache-2.0
-github.com/go-openapi/swag,https://github.com/go-openapi/swag/blob/v0.22.3/LICENSE,Apache-2.0
+github.com/go-openapi/swag,https://github.com/go-openapi/swag/blob/v0.22.6/LICENSE,Apache-2.0
 github.com/go-stack/stack,https://github.com/go-stack/stack/blob/v1.8.0/LICENSE.md,MIT
 github.com/gogo/protobuf,https://github.com/gogo/protobuf/blob/v1.3.2/LICENSE,BSD-3-Clause
 github.com/golang/glog,https://github.com/golang/glog/blob/v1.2.0/LICENSE,Apache-2.0
@@ -39,7 +39,7 @@ github.com/google/gnostic,https://github.com/google/gnostic/blob/v0.6.9/LICENSE,
 github.com/google/go-cmp/cmp,https://github.com/google/go-cmp/blob/v0.6.0/LICENSE,BSD-3-Clause
 github.com/google/go-containerregistry/pkg/name,https://github.com/google/go-containerregistry/blob/v0.16.1/LICENSE,Apache-2.0
 github.com/google/gofuzz,https://github.com/google/gofuzz/blob/v1.2.0/LICENSE,Apache-2.0
-github.com/google/uuid,https://github.com/google/uuid/blob/v1.3.1/LICENSE,BSD-3-Clause
+github.com/google/uuid,https://github.com/google/uuid/blob/v1.5.0/LICENSE,BSD-3-Clause
 github.com/gorilla/websocket,https://github.com/gorilla/websocket/blob/v1.5.0/LICENSE,BSD-2-Clause
 github.com/grpc-ecosystem/grpc-gateway,https://github.com/grpc-ecosystem/grpc-gateway/blob/v1.16.0/LICENSE.txt,BSD-3-Clause
 github.com/grpc-ecosystem/grpc-gateway/v2,https://github.com/grpc-ecosystem/grpc-gateway/blob/v2.11.3/LICENSE.txt,BSD-3-Clause
@@ -93,22 +93,22 @@ go.opencensus.io,https://github.com/census-instrumentation/opencensus-go/blob/v0
 go.uber.org/atomic,https://github.com/uber-go/atomic/blob/v1.10.0/LICENSE.txt,MIT
 go.uber.org/multierr,https://github.com/uber-go/multierr/blob/v1.10.0/LICENSE.txt,MIT
 go.uber.org/zap,https://github.com/uber-go/zap/blob/v1.26.0/LICENSE.txt,MIT
-golang.org/x/crypto,https://cs.opensource.google/go/x/crypto/+/v0.16.0:LICENSE,BSD-3-Clause
-golang.org/x/exp/maps,https://cs.opensource.google/go/x/exp/+/24139beb:LICENSE,BSD-3-Clause
-golang.org/x/net,https://cs.opensource.google/go/x/net/+/v0.19.0:LICENSE,BSD-3-Clause
-golang.org/x/oauth2,https://cs.opensource.google/go/x/oauth2/+/v0.13.0:LICENSE,BSD-3-Clause
-golang.org/x/sync/semaphore,https://cs.opensource.google/go/x/sync/+/v0.4.0:LICENSE,BSD-3-Clause
-golang.org/x/sys/unix,https://cs.opensource.google/go/x/sys/+/v0.15.0:LICENSE,BSD-3-Clause
-golang.org/x/term,https://cs.opensource.google/go/x/term/+/v0.15.0:LICENSE,BSD-3-Clause
+golang.org/x/crypto,https://cs.opensource.google/go/x/crypto/+/v0.22.0:LICENSE,BSD-3-Clause
+golang.org/x/exp/maps,https://cs.opensource.google/go/x/exp/+/92128663:LICENSE,BSD-3-Clause
+golang.org/x/net,https://cs.opensource.google/go/x/net/+/v0.21.0:LICENSE,BSD-3-Clause
+golang.org/x/oauth2,https://cs.opensource.google/go/x/oauth2/+/v0.16.0:LICENSE,BSD-3-Clause
+golang.org/x/sync/semaphore,https://cs.opensource.google/go/x/sync/+/v0.6.0:LICENSE,BSD-3-Clause
+golang.org/x/sys/unix,https://cs.opensource.google/go/x/sys/+/v0.19.0:LICENSE,BSD-3-Clause
+golang.org/x/term,https://cs.opensource.google/go/x/term/+/v0.19.0:LICENSE,BSD-3-Clause
 golang.org/x/text,https://cs.opensource.google/go/x/text/+/v0.14.0:LICENSE,BSD-3-Clause
-golang.org/x/time/rate,https://cs.opensource.google/go/x/time/+/v0.3.0:LICENSE,BSD-3-Clause
+golang.org/x/time/rate,https://cs.opensource.google/go/x/time/+/v0.5.0:LICENSE,BSD-3-Clause
 gomodules.xyz/jsonpatch/v2,https://github.com/gomodules/jsonpatch/blob/v2.4.0/v2/LICENSE,Apache-2.0
-google.golang.org/api/support/bundler,https://github.com/googleapis/google-api-go-client/blob/v0.147.0/LICENSE,BSD-3-Clause
-google.golang.org/genproto/googleapis/api,https://github.com/googleapis/go-genproto/blob/d307bd883b97/googleapis/api/LICENSE,Apache-2.0
-google.golang.org/genproto/googleapis/rpc/status,https://github.com/googleapis/go-genproto/blob/8bfb1ae86b6c/googleapis/rpc/LICENSE,Apache-2.0
-google.golang.org/genproto/protobuf/field_mask,https://github.com/googleapis/go-genproto/blob/d307bd883b97/LICENSE,Apache-2.0
-google.golang.org/grpc,https://github.com/grpc/grpc-go/blob/v1.58.3/LICENSE,Apache-2.0
-google.golang.org/protobuf,https://github.com/protocolbuffers/protobuf-go/blob/v1.31.0/LICENSE,BSD-3-Clause
+google.golang.org/api/support/bundler,https://github.com/googleapis/google-api-go-client/blob/v0.156.0/LICENSE,BSD-3-Clause
+google.golang.org/genproto/googleapis/api,https://github.com/googleapis/go-genproto/blob/995d672761c0/googleapis/api/LICENSE,Apache-2.0
+google.golang.org/genproto/googleapis/rpc/status,https://github.com/googleapis/go-genproto/blob/50ed04b92917/googleapis/rpc/LICENSE,Apache-2.0
+google.golang.org/genproto/protobuf/field_mask,https://github.com/googleapis/go-genproto/blob/995d672761c0/LICENSE,Apache-2.0
+google.golang.org/grpc,https://github.com/grpc/grpc-go/blob/v1.60.1/LICENSE,Apache-2.0
+google.golang.org/protobuf,https://github.com/protocolbuffers/protobuf-go/blob/v1.32.0/LICENSE,BSD-3-Clause
 gopkg.in/inf.v0,https://github.com/go-inf/inf/blob/v0.9.1/LICENSE,BSD-3-Clause
 gopkg.in/yaml.v2,https://github.com/go-yaml/yaml/blob/v2.4.0/LICENSE,Apache-2.0
 gopkg.in/yaml.v3,https://github.com/go-yaml/yaml/blob/v3.0.1/LICENSE,MIT
diff --git a/backend/third_party_licenses/swf.csv b/backend/third_party_licenses/swf.csv
index 630e8491a4f..a2b7f46ed43 100644
--- a/backend/third_party_licenses/swf.csv
+++ b/backend/third_party_licenses/swf.csv
@@ -5,8 +5,7 @@ github.com/Masterminds/goutils,https://github.com/Masterminds/goutils/blob/v1.1.
 github.com/Masterminds/semver/v3,https://github.com/Masterminds/semver/blob/v3.2.0/LICENSE.txt,MIT
 github.com/Masterminds/sprig/v3,https://github.com/Masterminds/sprig/blob/v3.2.3/LICENSE.txt,MIT
 github.com/antlr/antlr4/runtime/Go/antlr,https://github.com/antlr/antlr4/blob/runtime/Go/antlr/v1.4.10/runtime/Go/antlr/LICENSE,BSD-3-Clause
-github.com/antonmedv/expr,https://github.com/antonmedv/expr/blob/v1.12.6/LICENSE,MIT
-github.com/argoproj/argo-workflows/v3,https://github.com/argoproj/argo-workflows/blob/v3.4.16/LICENSE,Apache-2.0
+github.com/argoproj/argo-workflows/v3,https://github.com/argoproj/argo-workflows/blob/v3.4.17/LICENSE,Apache-2.0
 github.com/argoproj/pkg,https://github.com/argoproj/pkg/blob/v0.13.6/LICENSE,Apache-2.0
 github.com/asaskevich/govalidator,https://github.com/asaskevich/govalidator/blob/7a23bdc65eef/LICENSE,MIT
 github.com/beorn7/perks/quantile,https://github.com/beorn7/perks/blob/v1.0.1/LICENSE,MIT
@@ -19,17 +18,18 @@ github.com/davecgh/go-spew/spew,https://github.com/davecgh/go-spew/blob/v1.1.1/L
 github.com/doublerebel/bellows,https://github.com/doublerebel/bellows/blob/f177d92a03d3/LICENSE,MIT
 github.com/emicklei/go-restful/v3,https://github.com/emicklei/go-restful/blob/v3.10.2/LICENSE,MIT
 github.com/evanphx/json-patch/v5,https://github.com/evanphx/json-patch/blob/v5.6.0/v5/LICENSE,BSD-3-Clause
+github.com/expr-lang/expr,https://github.com/expr-lang/expr/blob/v1.16.0/LICENSE,MIT
 github.com/fsnotify/fsnotify,https://github.com/fsnotify/fsnotify/blob/v1.6.0/LICENSE,BSD-3-Clause
 github.com/ghodss/yaml,https://github.com/ghodss/yaml/blob/25d852aebe32/LICENSE,MIT
 github.com/go-kit/log,https://github.com/go-kit/log/blob/v0.2.1/LICENSE,MIT
 github.com/go-logfmt/logfmt,https://github.com/go-logfmt/logfmt/blob/v0.5.1/LICENSE,MIT
-github.com/go-logr/logr,https://github.com/go-logr/logr/blob/v1.2.4/LICENSE,Apache-2.0
+github.com/go-logr/logr,https://github.com/go-logr/logr/blob/v1.3.0/LICENSE,Apache-2.0
 github.com/go-openapi/errors,https://github.com/go-openapi/errors/blob/v0.20.2/LICENSE,Apache-2.0
-github.com/go-openapi/jsonpointer,https://github.com/go-openapi/jsonpointer/blob/v0.19.6/LICENSE,Apache-2.0
-github.com/go-openapi/jsonreference,https://github.com/go-openapi/jsonreference/blob/v0.20.2/LICENSE,Apache-2.0
+github.com/go-openapi/jsonpointer,https://github.com/go-openapi/jsonpointer/blob/v0.20.2/LICENSE,Apache-2.0
+github.com/go-openapi/jsonreference,https://github.com/go-openapi/jsonreference/blob/v0.20.4/LICENSE,Apache-2.0
 github.com/go-openapi/runtime,https://github.com/go-openapi/runtime/blob/v0.21.1/LICENSE,Apache-2.0
 github.com/go-openapi/strfmt,https://github.com/go-openapi/strfmt/blob/v0.21.1/LICENSE,Apache-2.0
-github.com/go-openapi/swag,https://github.com/go-openapi/swag/blob/v0.22.3/LICENSE,Apache-2.0
+github.com/go-openapi/swag,https://github.com/go-openapi/swag/blob/v0.22.6/LICENSE,Apache-2.0
 github.com/go-stack/stack,https://github.com/go-stack/stack/blob/v1.8.0/LICENSE.md,MIT
 github.com/gogo/protobuf,https://github.com/gogo/protobuf/blob/v1.3.2/LICENSE,BSD-3-Clause
 github.com/golang/glog,https://github.com/golang/glog/blob/v1.2.0/LICENSE,Apache-2.0
@@ -40,7 +40,7 @@ github.com/google/gnostic,https://github.com/google/gnostic/blob/v0.6.9/LICENSE,
 github.com/google/go-cmp/cmp,https://github.com/google/go-cmp/blob/v0.6.0/LICENSE,BSD-3-Clause
 github.com/google/go-containerregistry/pkg/name,https://github.com/google/go-containerregistry/blob/v0.16.1/LICENSE,Apache-2.0
 github.com/google/gofuzz,https://github.com/google/gofuzz/blob/v1.2.0/LICENSE,Apache-2.0
-github.com/google/uuid,https://github.com/google/uuid/blob/v1.3.1/LICENSE,BSD-3-Clause
+github.com/google/uuid,https://github.com/google/uuid/blob/v1.5.0/LICENSE,BSD-3-Clause
 github.com/gorilla/websocket,https://github.com/gorilla/websocket/blob/v1.5.0/LICENSE,BSD-2-Clause
 github.com/grpc-ecosystem/grpc-gateway,https://github.com/grpc-ecosystem/grpc-gateway/blob/v1.16.0/LICENSE.txt,BSD-3-Clause
 github.com/grpc-ecosystem/grpc-gateway/v2,https://github.com/grpc-ecosystem/grpc-gateway/blob/v2.11.3/LICENSE.txt,BSD-3-Clause
@@ -102,22 +102,22 @@ go.opencensus.io,https://github.com/census-instrumentation/opencensus-go/blob/v0
 go.uber.org/atomic,https://github.com/uber-go/atomic/blob/v1.10.0/LICENSE.txt,MIT
 go.uber.org/multierr,https://github.com/uber-go/multierr/blob/v1.10.0/LICENSE.txt,MIT
 go.uber.org/zap,https://github.com/uber-go/zap/blob/v1.26.0/LICENSE.txt,MIT
-golang.org/x/crypto,https://cs.opensource.google/go/x/crypto/+/v0.16.0:LICENSE,BSD-3-Clause
-golang.org/x/exp/maps,https://cs.opensource.google/go/x/exp/+/24139beb:LICENSE,BSD-3-Clause
-golang.org/x/net,https://cs.opensource.google/go/x/net/+/v0.19.0:LICENSE,BSD-3-Clause
-golang.org/x/oauth2,https://cs.opensource.google/go/x/oauth2/+/v0.13.0:LICENSE,BSD-3-Clause
-golang.org/x/sync/semaphore,https://cs.opensource.google/go/x/sync/+/v0.4.0:LICENSE,BSD-3-Clause
-golang.org/x/sys/unix,https://cs.opensource.google/go/x/sys/+/v0.15.0:LICENSE,BSD-3-Clause
-golang.org/x/term,https://cs.opensource.google/go/x/term/+/v0.15.0:LICENSE,BSD-3-Clause
+golang.org/x/crypto,https://cs.opensource.google/go/x/crypto/+/v0.22.0:LICENSE,BSD-3-Clause
+golang.org/x/exp/maps,https://cs.opensource.google/go/x/exp/+/92128663:LICENSE,BSD-3-Clause
+golang.org/x/net,https://cs.opensource.google/go/x/net/+/v0.21.0:LICENSE,BSD-3-Clause
+golang.org/x/oauth2,https://cs.opensource.google/go/x/oauth2/+/v0.16.0:LICENSE,BSD-3-Clause
+golang.org/x/sync/semaphore,https://cs.opensource.google/go/x/sync/+/v0.6.0:LICENSE,BSD-3-Clause
+golang.org/x/sys/unix,https://cs.opensource.google/go/x/sys/+/v0.19.0:LICENSE,BSD-3-Clause
+golang.org/x/term,https://cs.opensource.google/go/x/term/+/v0.19.0:LICENSE,BSD-3-Clause
 golang.org/x/text,https://cs.opensource.google/go/x/text/+/v0.14.0:LICENSE,BSD-3-Clause
-golang.org/x/time/rate,https://cs.opensource.google/go/x/time/+/v0.3.0:LICENSE,BSD-3-Clause
+golang.org/x/time/rate,https://cs.opensource.google/go/x/time/+/v0.5.0:LICENSE,BSD-3-Clause
 gomodules.xyz/jsonpatch/v2,https://github.com/gomodules/jsonpatch/blob/v2.4.0/v2/LICENSE,Apache-2.0
-google.golang.org/api/support/bundler,https://github.com/googleapis/google-api-go-client/blob/v0.147.0/LICENSE,BSD-3-Clause
-google.golang.org/genproto/googleapis/api,https://github.com/googleapis/go-genproto/blob/d307bd883b97/googleapis/api/LICENSE,Apache-2.0
-google.golang.org/genproto/googleapis/rpc/status,https://github.com/googleapis/go-genproto/blob/8bfb1ae86b6c/googleapis/rpc/LICENSE,Apache-2.0
-google.golang.org/genproto/protobuf/field_mask,https://github.com/googleapis/go-genproto/blob/d307bd883b97/LICENSE,Apache-2.0
-google.golang.org/grpc,https://github.com/grpc/grpc-go/blob/v1.58.3/LICENSE,Apache-2.0
-google.golang.org/protobuf,https://github.com/protocolbuffers/protobuf-go/blob/v1.31.0/LICENSE,BSD-3-Clause
+google.golang.org/api/support/bundler,https://github.com/googleapis/google-api-go-client/blob/v0.156.0/LICENSE,BSD-3-Clause
+google.golang.org/genproto/googleapis/api,https://github.com/googleapis/go-genproto/blob/995d672761c0/googleapis/api/LICENSE,Apache-2.0
+google.golang.org/genproto/googleapis/rpc/status,https://github.com/googleapis/go-genproto/blob/50ed04b92917/googleapis/rpc/LICENSE,Apache-2.0
+google.golang.org/genproto/protobuf/field_mask,https://github.com/googleapis/go-genproto/blob/995d672761c0/LICENSE,Apache-2.0
+google.golang.org/grpc,https://github.com/grpc/grpc-go/blob/v1.60.1/LICENSE,Apache-2.0
+google.golang.org/protobuf,https://github.com/protocolbuffers/protobuf-go/blob/v1.32.0/LICENSE,BSD-3-Clause
 gopkg.in/inf.v0,https://github.com/go-inf/inf/blob/v0.9.1/LICENSE,BSD-3-Clause
 gopkg.in/ini.v1,https://github.com/go-ini/ini/blob/v1.67.0/LICENSE,Apache-2.0
 gopkg.in/yaml.v2,https://github.com/go-yaml/yaml/blob/v2.4.0/LICENSE,Apache-2.0
diff --git a/backend/third_party_licenses/viewer.csv b/backend/third_party_licenses/viewer.csv
index 862391f98ec..0c13c0f6a41 100644
--- a/backend/third_party_licenses/viewer.csv
+++ b/backend/third_party_licenses/viewer.csv
@@ -3,12 +3,12 @@ github.com/beorn7/perks/quantile,https://github.com/beorn7/perks/blob/v1.0.1/LIC
 github.com/cespare/xxhash/v2,https://github.com/cespare/xxhash/blob/v2.2.0/LICENSE.txt,MIT
 github.com/davecgh/go-spew/spew,https://github.com/davecgh/go-spew/blob/v1.1.1/LICENSE,ISC
 github.com/emicklei/go-restful/v3,https://github.com/emicklei/go-restful/blob/v3.10.2/LICENSE,MIT
-github.com/evanphx/json-patch,https://github.com/evanphx/json-patch/blob/v5.6.0/LICENSE,BSD-3-Clause
+github.com/evanphx/json-patch,https://github.com/evanphx/json-patch/blob/v5.8.0/LICENSE,BSD-3-Clause
 github.com/fsnotify/fsnotify,https://github.com/fsnotify/fsnotify/blob/v1.6.0/LICENSE,BSD-3-Clause
-github.com/go-logr/logr,https://github.com/go-logr/logr/blob/v1.2.4/LICENSE,Apache-2.0
-github.com/go-openapi/jsonpointer,https://github.com/go-openapi/jsonpointer/blob/v0.19.6/LICENSE,Apache-2.0
-github.com/go-openapi/jsonreference,https://github.com/go-openapi/jsonreference/blob/v0.20.2/LICENSE,Apache-2.0
-github.com/go-openapi/swag,https://github.com/go-openapi/swag/blob/v0.22.3/LICENSE,Apache-2.0
+github.com/go-logr/logr,https://github.com/go-logr/logr/blob/v1.3.0/LICENSE,Apache-2.0
+github.com/go-openapi/jsonpointer,https://github.com/go-openapi/jsonpointer/blob/v0.20.2/LICENSE,Apache-2.0
+github.com/go-openapi/jsonreference,https://github.com/go-openapi/jsonreference/blob/v0.20.4/LICENSE,Apache-2.0
+github.com/go-openapi/swag,https://github.com/go-openapi/swag/blob/v0.22.6/LICENSE,Apache-2.0
 github.com/gogo/protobuf,https://github.com/gogo/protobuf/blob/v1.3.2/LICENSE,BSD-3-Clause
 github.com/golang/glog,https://github.com/golang/glog/blob/v1.2.0/LICENSE,Apache-2.0
 github.com/golang/groupcache/lru,https://github.com/golang/groupcache/blob/41bb18bfe9da/LICENSE,Apache-2.0
@@ -16,7 +16,7 @@ github.com/golang/protobuf,https://github.com/golang/protobuf/blob/v1.5.3/LICENS
 github.com/google/gnostic,https://github.com/google/gnostic/blob/v0.6.9/LICENSE,Apache-2.0
 github.com/google/go-cmp/cmp,https://github.com/google/go-cmp/blob/v0.6.0/LICENSE,BSD-3-Clause
 github.com/google/gofuzz,https://github.com/google/gofuzz/blob/v1.2.0/LICENSE,Apache-2.0
-github.com/google/uuid,https://github.com/google/uuid/blob/v1.3.1/LICENSE,BSD-3-Clause
+github.com/google/uuid,https://github.com/google/uuid/blob/v1.5.0/LICENSE,BSD-3-Clause
 github.com/imdario/mergo,https://github.com/imdario/mergo/blob/v0.3.13/LICENSE,BSD-3-Clause
 github.com/josharian/intern,https://github.com/josharian/intern/blob/v1.0.0/license.md,MIT
 github.com/json-iterator/go,https://github.com/json-iterator/go/blob/v1.1.12/LICENSE,MIT
@@ -33,14 +33,14 @@ github.com/prometheus/common,https://github.com/prometheus/common/blob/v0.42.0/L
 github.com/prometheus/common/internal/bitbucket.org/ww/goautoneg,https://github.com/prometheus/common/blob/v0.42.0/internal/bitbucket.org/ww/goautoneg/README.txt,BSD-3-Clause
 github.com/prometheus/procfs,https://github.com/prometheus/procfs/blob/v0.10.1/LICENSE,Apache-2.0
 github.com/spf13/pflag,https://github.com/spf13/pflag/blob/v1.0.5/LICENSE,BSD-3-Clause
-golang.org/x/net,https://cs.opensource.google/go/x/net/+/v0.19.0:LICENSE,BSD-3-Clause
-golang.org/x/oauth2,https://cs.opensource.google/go/x/oauth2/+/v0.13.0:LICENSE,BSD-3-Clause
-golang.org/x/sys/unix,https://cs.opensource.google/go/x/sys/+/v0.15.0:LICENSE,BSD-3-Clause
-golang.org/x/term,https://cs.opensource.google/go/x/term/+/v0.15.0:LICENSE,BSD-3-Clause
+golang.org/x/net,https://cs.opensource.google/go/x/net/+/v0.21.0:LICENSE,BSD-3-Clause
+golang.org/x/oauth2,https://cs.opensource.google/go/x/oauth2/+/v0.16.0:LICENSE,BSD-3-Clause
+golang.org/x/sys/unix,https://cs.opensource.google/go/x/sys/+/v0.19.0:LICENSE,BSD-3-Clause
+golang.org/x/term,https://cs.opensource.google/go/x/term/+/v0.19.0:LICENSE,BSD-3-Clause
 golang.org/x/text,https://cs.opensource.google/go/x/text/+/v0.14.0:LICENSE,BSD-3-Clause
-golang.org/x/time/rate,https://cs.opensource.google/go/x/time/+/v0.3.0:LICENSE,BSD-3-Clause
+golang.org/x/time/rate,https://cs.opensource.google/go/x/time/+/v0.5.0:LICENSE,BSD-3-Clause
 gomodules.xyz/jsonpatch/v2,https://github.com/gomodules/jsonpatch/blob/v2.4.0/v2/LICENSE,Apache-2.0
-google.golang.org/protobuf,https://github.com/protocolbuffers/protobuf-go/blob/v1.31.0/LICENSE,BSD-3-Clause
+google.golang.org/protobuf,https://github.com/protocolbuffers/protobuf-go/blob/v1.32.0/LICENSE,BSD-3-Clause
 gopkg.in/inf.v0,https://github.com/go-inf/inf/blob/v0.9.1/LICENSE,BSD-3-Clause
 gopkg.in/yaml.v2,https://github.com/go-yaml/yaml/blob/v2.4.0/LICENSE,Apache-2.0
 gopkg.in/yaml.v3,https://github.com/go-yaml/yaml/blob/v3.0.1/LICENSE,MIT
diff --git a/components/google-cloud/Dockerfile b/components/google-cloud/Dockerfile
index c8b8cccff7d..bb00098b464 100644
--- a/components/google-cloud/Dockerfile
+++ b/components/google-cloud/Dockerfile
@@ -44,7 +44,7 @@ RUN pip3 install -U "fsspec>=0.7.4" "gcsfs>=0.6.0" "pandas<=1.3.5" "scikit-learn
 RUN pip3 install -U google-cloud-notebooks
 
 # Install main package
-RUN pip3 install "git+https://github.com/kubeflow/pipelines.git@google-cloud-pipeline-components-2.16.0#egg=google-cloud-pipeline-components&subdirectory=components/google-cloud"
+RUN pip3 install "git+https://github.com/kubeflow/pipelines.git@google-cloud-pipeline-components-2.16.1#egg=google-cloud-pipeline-components&subdirectory=components/google-cloud"
 
 # Note that components can override the container entry ponint.
 ENTRYPOINT ["python3","-m","google_cloud_pipeline_components.container.v1.aiplatform.remote_runner"]
diff --git a/components/google-cloud/RELEASE.md b/components/google-cloud/RELEASE.md
index aa174de2589..0c3a04d13af 100644
--- a/components/google-cloud/RELEASE.md
+++ b/components/google-cloud/RELEASE.md
@@ -1,5 +1,11 @@
 ## Upcoming release
-* Bump image for Structured Data pipelines.
+* Fix Gemini batch prediction support to `v1.model_evaluation.autosxs_pipeline` after output schema change.
+
+## Release 2.16.1
+* Fix to model batch explanation component for Structured Data pipelines; image bump.
+* Add dynamic support for boot_disk_type, boot_disk_size in `preview.custom_job.utils.create_custom_training_job_from_component`.
+* Remove preflight validations temporarily.
+* Apply latest GCPC image vulnerability resolutions (base OS and software updates).
 
 ## Release 2.16.0
 * Updated the Starry Net pipeline's template gallery description, and added dataprep_nan_threshold and dataprep_zero_threshold args to the Starry Net pipeline.
diff --git a/components/google-cloud/docs/source/versions.json b/components/google-cloud/docs/source/versions.json
index 8f41139b439..a6058ba9c5a 100644
--- a/components/google-cloud/docs/source/versions.json
+++ b/components/google-cloud/docs/source/versions.json
@@ -1,4 +1,9 @@
 [
+  {
+  "version": "https://google-cloud-pipeline-components.readthedocs.io/en/google-cloud-pipeline-components-2.16.1",
+  "title": "2.16.1",
+  "aliases": []
+  },
   {
     "version": "https://google-cloud-pipeline-components.readthedocs.io/en/google-cloud-pipeline-components-2.16.0",
     "title": "2.16.0",
diff --git a/components/google-cloud/google_cloud_pipeline_components/_implementation/llm/generated/refined_image_versions.py b/components/google-cloud/google_cloud_pipeline_components/_implementation/llm/generated/refined_image_versions.py
index 7c74a59c603..9fb8dc56ff9 100644
--- a/components/google-cloud/google_cloud_pipeline_components/_implementation/llm/generated/refined_image_versions.py
+++ b/components/google-cloud/google_cloud_pipeline_components/_implementation/llm/generated/refined_image_versions.py
@@ -17,4 +17,4 @@
 DO NOT EDIT - This file is generated, manual changes will be overridden.
 """
 
-IMAGE_TAG = '20240623_1707'
+IMAGE_TAG = '20240818_1707'
diff --git a/components/google-cloud/google_cloud_pipeline_components/_implementation/model_evaluation/llm_evaluation/component.py b/components/google-cloud/google_cloud_pipeline_components/_implementation/model_evaluation/llm_evaluation/component.py
index e0d118bcb26..fe362b230e9 100644
--- a/components/google-cloud/google_cloud_pipeline_components/_implementation/model_evaluation/llm_evaluation/component.py
+++ b/components/google-cloud/google_cloud_pipeline_components/_implementation/model_evaluation/llm_evaluation/component.py
@@ -32,6 +32,7 @@ def model_evaluation_text_generation(
     row_based_metrics: Output[Metrics],
     project: str,
     location: str,
+    model_name: str,
     evaluation_task: str = 'text-generation',
     target_field_name: str = 'instance.output_text',
     prediction_field_name: str = 'predictions.content',
@@ -55,6 +56,7 @@ def model_evaluation_text_generation(
   Args:
     project: The GCP project that runs the pipeline component.
     location: The GCP region that runs the pipeline component.
+    model_name: The name of the model to be evaluated.
     evaluation_task: The task that the large language model will be evaluated
       on. The evaluation component computes a set of metrics relevant to that
       specific task. Currently supported tasks are: `summarization`,
@@ -124,6 +126,7 @@ def model_evaluation_text_generation(
           machine_type=machine_type,
           image_uri=version.LLM_EVAL_IMAGE_TAG,
           args=[
+              f'--model_name={model_name}',
               f'--evaluation_task={evaluation_task}',
               f'--target_field_name={target_field_name}',
               f'--prediction_field_name={prediction_field_name}',
diff --git a/components/google-cloud/google_cloud_pipeline_components/_implementation/model_evaluation/llm_evaluation_preprocessor/component.py b/components/google-cloud/google_cloud_pipeline_components/_implementation/model_evaluation/llm_evaluation_preprocessor/component.py
index f102fe541ac..f31f28823d7 100644
--- a/components/google-cloud/google_cloud_pipeline_components/_implementation/model_evaluation/llm_evaluation_preprocessor/component.py
+++ b/components/google-cloud/google_cloud_pipeline_components/_implementation/model_evaluation/llm_evaluation_preprocessor/component.py
@@ -101,10 +101,8 @@ def evaluation_dataset_preprocessor_internal(
               f'--gcs_source_uris={gcs_source_uris}',
               f'--input_field_name={input_field_name}',
               f'--role_field_name={role_field_name}',
-              (
-                  f'--target_field_name={target_field_name}'
-                  f'--model_name={model_name}'
-              ),
+              f'--target_field_name={target_field_name}',
+              f'--model_name={model_name}',
               f'--output_dirs={output_dirs}',
               '--executor_input={{$.json_escape[1]}}',
           ],
diff --git a/components/google-cloud/google_cloud_pipeline_components/_implementation/model_evaluation/version.py b/components/google-cloud/google_cloud_pipeline_components/_implementation/model_evaluation/version.py
index 8ce2c98a96c..95c5199c74c 100644
--- a/components/google-cloud/google_cloud_pipeline_components/_implementation/model_evaluation/version.py
+++ b/components/google-cloud/google_cloud_pipeline_components/_implementation/model_evaluation/version.py
@@ -14,7 +14,7 @@
 """Version constants for model evaluation components."""
 
 _EVAL_VERSION = 'v0.9.4'
-_LLM_EVAL_VERSION = 'v0.6'
+_LLM_EVAL_VERSION = 'v0.7'
 
 _EVAL_IMAGE_NAME = 'gcr.io/ml-pipeline/model-evaluation'
 _LLM_EVAL_IMAGE_NAME = 'gcr.io/ml-pipeline/llm-model-evaluation'
diff --git a/components/google-cloud/google_cloud_pipeline_components/container/preview/custom_job/remote_runner.py b/components/google-cloud/google_cloud_pipeline_components/container/preview/custom_job/remote_runner.py
index e56548c002f..bd490895251 100644
--- a/components/google-cloud/google_cloud_pipeline_components/container/preview/custom_job/remote_runner.py
+++ b/components/google-cloud/google_cloud_pipeline_components/container/preview/custom_job/remote_runner.py
@@ -32,23 +32,32 @@ def insert_system_labels_into_payload(payload):
   return json.dumps(job_spec)
 
 
-def cast_accelerator_count_to_int(payload):
-  """Casts accelerator_count from string to an int."""
+def is_json(test_string: str) -> bool:
+  try:
+    json.loads(test_string)
+  except ValueError:
+    return False
+  return True
+
+
+def parse_nested_json_strings(payload):
+  """Parse nested json strings in the payload."""
 
   job_spec = json.loads(payload)
-  # TODO(b/353577594): accelerator_count placeholder is not resolved to int.
-  # Need to typecast to int to avoid type mismatch error. Can remove when fix
-  # placeholder resolution.
-  if (
-      'accelerator_count'
-      in job_spec['job_spec']['worker_pool_specs'][0]['machine_spec']
+  # TODO(b/353577594): Nested placeholder fields inside worker_pool_specs are
+  # not parsed correctly in backend. Can remove when fix backend logic.
+  worker_pool_spec = job_spec['job_spec']['worker_pool_specs'][0]
+  if is_json(
+      worker_pool_spec.get('machine_spec', {}).get('accelerator_count', '')
+  ):
+    worker_pool_spec['machine_spec']['accelerator_count'] = json.loads(
+        worker_pool_spec['machine_spec']['accelerator_count']
+    )
+  if is_json(
+      worker_pool_spec.get('disk_spec', {}).get('boot_disk_size_gb', '')
   ):
-    job_spec['job_spec']['worker_pool_specs'][0]['machine_spec'][
-        'accelerator_count'
-    ] = int(
-        job_spec['job_spec']['worker_pool_specs'][0]['machine_spec'][
-            'accelerator_count'
-        ]
+    worker_pool_spec['disk_spec']['boot_disk_size_gb'] = json.loads(
+        worker_pool_spec['disk_spec']['boot_disk_size_gb']
     )
   return json.dumps(job_spec)
 
@@ -107,7 +116,7 @@ def create_custom_job(
     # Create custom job if it does not exist
     job_name = remote_runner.check_if_job_exists()
     if job_name is None:
-      payload = cast_accelerator_count_to_int(payload)
+      payload = parse_nested_json_strings(payload)
       job_name = remote_runner.create_job(
           create_custom_job_with_client,
           insert_system_labels_into_payload(payload),
diff --git a/components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/forecasting_ensemble.py b/components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/forecasting_ensemble.py
index dda131659b8..0c4a2aa6834 100644
--- a/components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/forecasting_ensemble.py
+++ b/components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/forecasting_ensemble.py
@@ -72,7 +72,7 @@ def automl_forecasting_ensemble(
   # fmt: on
   job_id = dsl.PIPELINE_JOB_ID_PLACEHOLDER
   task_id = dsl.PIPELINE_TASK_ID_PLACEHOLDER
-  image_uri = 'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240804_0625'
+  image_uri = 'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240808_0625'
   display_name = f'automl-forecasting-ensemble-{job_id}-{task_id}'
 
   error_file_path = f'{root_dir}/{job_id}/{task_id}/error.pb'
diff --git a/components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/forecasting_stage_1_tuner.py b/components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/forecasting_stage_1_tuner.py
index 95b9e406016..cc2a4bf1a63 100644
--- a/components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/forecasting_stage_1_tuner.py
+++ b/components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/forecasting_stage_1_tuner.py
@@ -99,14 +99,14 @@ def automl_forecasting_stage_1_tuner(
                       ' 1, "machine_spec": {"machine_type": "n1-standard-8"},'
                       ' "container_spec": {"image_uri":"'
                   ),
-                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240804_0625',
+                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240808_0625',
                   '", "args": ["forecasting_mp_l2l_stage_1_tuner',
                   '", "--region=',
                   location,
                   '", "--transform_output_path=',
                   transform_output.uri,
                   '", "--training_docker_uri=',
-                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240804_0625',
+                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240808_0625',
                   '", "--reduce_search_space_mode=',
                   reduce_search_space_mode,
                   f'", "--component_id={dsl.PIPELINE_TASK_ID_PLACEHOLDER}',
diff --git a/components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/forecasting_stage_2_tuner.py b/components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/forecasting_stage_2_tuner.py
index adb0d643e6e..2da6c0d22b7 100644
--- a/components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/forecasting_stage_2_tuner.py
+++ b/components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/forecasting_stage_2_tuner.py
@@ -97,14 +97,14 @@ def automl_forecasting_stage_2_tuner(
                       ' 1, "machine_spec": {"machine_type": "n1-standard-8"},'
                       ' "container_spec": {"image_uri":"'
                   ),
-                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240804_0625',
+                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240808_0625',
                   '", "args": ["forecasting_mp_l2l_stage_2_tuner',
                   '", "--region=',
                   location,
                   '", "--transform_output_path=',
                   transform_output.uri,
                   '", "--training_docker_uri=',
-                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240804_0625',
+                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240808_0625',
                   f'", "--component_id={dsl.PIPELINE_TASK_ID_PLACEHOLDER}',
                   '", "--training_base_dir=',
                   root_dir,
diff --git a/components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/learn_to_learn_forecasting_pipeline.yaml b/components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/learn_to_learn_forecasting_pipeline.yaml
index 6b49dc77e04..97f07356b62 100644
--- a/components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/learn_to_learn_forecasting_pipeline.yaml
+++ b/components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/learn_to_learn_forecasting_pipeline.yaml
@@ -5577,7 +5577,7 @@ deploymentSpec:
         - '{"display_name": "automl-forecasting-ensemble-{{$.pipeline_job_uuid}}-{{$.pipeline_task_uuid}}",
           "encryption_spec": {"kms_key_name": "{{$.inputs.parameters[''encryption_spec_key_name'']}}"},
           "job_spec": {"worker_pool_specs": [{"replica_count": 1, "machine_spec":
-          {"machine_type": "n1-highmem-8"}, "container_spec": {"image_uri": "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240804_0625",
+          {"machine_type": "n1-highmem-8"}, "container_spec": {"image_uri": "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240808_0625",
           "args": ["forecasting_mp_ensemble", "--transform_output_path={{$.inputs.artifacts[''transform_output''].uri}}",
           "--error_file_path={{$.inputs.parameters[''root_dir'']}}/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/error.pb",
           "--metadata_path={{$.inputs.artifacts[''metadata''].uri}}", "--tuning_result_input_path={{$.inputs.artifacts[''tuning_result_input''].uri}}",
@@ -5611,7 +5611,7 @@ deploymentSpec:
         - '{"display_name": "automl-forecasting-ensemble-{{$.pipeline_job_uuid}}-{{$.pipeline_task_uuid}}",
           "encryption_spec": {"kms_key_name": "{{$.inputs.parameters[''encryption_spec_key_name'']}}"},
           "job_spec": {"worker_pool_specs": [{"replica_count": 1, "machine_spec":
-          {"machine_type": "n1-highmem-8"}, "container_spec": {"image_uri": "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240804_0625",
+          {"machine_type": "n1-highmem-8"}, "container_spec": {"image_uri": "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240808_0625",
           "args": ["forecasting_mp_ensemble", "--transform_output_path={{$.inputs.artifacts[''transform_output''].uri}}",
           "--error_file_path={{$.inputs.parameters[''root_dir'']}}/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/error.pb",
           "--metadata_path={{$.inputs.artifacts[''metadata''].uri}}", "--tuning_result_input_path={{$.inputs.artifacts[''tuning_result_input''].uri}}",
@@ -5646,11 +5646,11 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240804_0625",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240808_0625",
           "\", \"args\": [\"forecasting_mp_l2l_stage_1_tuner", "\", \"--region=",
           "{{$.inputs.parameters[''location'']}}", "\", \"--transform_output_path=",
           "{{$.inputs.artifacts[''transform_output''].uri}}", "\", \"--training_docker_uri=",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240804_0625",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240808_0625",
           "\", \"--reduce_search_space_mode=", "{{$.inputs.parameters[''reduce_search_space_mode'']}}",
           "\", \"--component_id={{$.pipeline_task_uuid}}", "\", \"--training_base_dir=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/train",
@@ -5689,11 +5689,11 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240804_0625",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240808_0625",
           "\", \"args\": [\"forecasting_mp_l2l_stage_2_tuner", "\", \"--region=",
           "{{$.inputs.parameters[''location'']}}", "\", \"--transform_output_path=",
           "{{$.inputs.artifacts[''transform_output''].uri}}", "\", \"--training_docker_uri=",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240804_0625",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240808_0625",
           "\", \"--component_id={{$.pipeline_task_uuid}}", "\", \"--training_base_dir=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/train",
           "\", \"--num_parallel_trial=", "{{$.inputs.parameters[''num_parallel_trials'']}}",
@@ -5732,7 +5732,7 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"cancel_l2l_tuner\", \"--error_file_path=", "{{$.inputs.parameters[''root_dir'']}}",
           "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/error.pb\", \"--cleanup_lro_job_infos=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/lro\"]}}]}}"]}'
@@ -5797,7 +5797,7 @@ deploymentSpec:
           \          'stage_2_single_run_max_secs',\n      ],\n  )(\n      stage_1_deadline_hours,\n\
           \      stage_1_single_run_max_secs,\n      stage_2_deadline_hours,\n   \
           \   stage_2_single_run_max_secs,\n  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-calculate-training-parameters-2:
       container:
         args:
@@ -5853,7 +5853,7 @@ deploymentSpec:
           \          'stage_2_single_run_max_secs',\n      ],\n  )(\n      stage_1_deadline_hours,\n\
           \      stage_1_single_run_max_secs,\n      stage_2_deadline_hours,\n   \
           \   stage_2_single_run_max_secs,\n  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-feature-attribution:
       container:
         args:
@@ -6044,8 +6044,8 @@ deploymentSpec:
           "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/dataflow_tmp"]}'
         - '{"Concat": ["--dataflow_max_num_workers=", "{{$.inputs.parameters[''dataflow_max_num_workers'']}}"]}'
         - '{"Concat": ["--dataflow_machine_type=", "{{$.inputs.parameters[''dataflow_machine_type'']}}"]}'
-        - --dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625
-        - --feature_transform_engine_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        - --dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625
+        - --feature_transform_engine_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
         - '{"Concat": ["--dataflow_disk_size_gb=", "{{$.inputs.parameters[''dataflow_disk_size_gb'']}}"]}'
         - '{"Concat": ["--dataflow_subnetwork_fully_qualified=", "{{$.inputs.parameters[''dataflow_subnetwork'']}}"]}'
         - '{"Concat": ["--dataflow_use_public_ips=", "{{$.inputs.parameters[''dataflow_use_public_ips'']}}"]}'
@@ -6062,7 +6062,7 @@ deploymentSpec:
         - '{"IfPresent": {"InputName": "group_temporal_total_weight", "Then": {"Concat":
           ["--group_temporal_total_weight=", "{{$.inputs.parameters[''group_temporal_total_weight'']}}"]}}}'
         - '{"Concat": ["--encryption_spec_key_name=", "{{$.inputs.parameters[''encryption_spec_key_name'']}}"]}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
         resources:
           cpuLimit: 8.0
           memoryLimit: 30.0
@@ -6093,7 +6093,7 @@ deploymentSpec:
           \ = 'point'\n  else:\n    forecasting_type = 'quantile'\n\n  return collections.namedtuple(\n\
           \      'Outputs',\n      (\n          'forecasting_type',\n          'quantiles',\n\
           \      ),\n  )(forecasting_type, quantiles)\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-finalize-eval-quantile-parameters-2:
       container:
         args:
@@ -6121,7 +6121,7 @@ deploymentSpec:
           \ = 'point'\n  else:\n    forecasting_type = 'quantile'\n\n  return collections.namedtuple(\n\
           \      'Outputs',\n      (\n          'forecasting_type',\n          'quantiles',\n\
           \      ),\n  )(forecasting_type, quantiles)\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-or-create-model-description:
       container:
         args:
@@ -6150,7 +6150,7 @@ deploymentSpec:
           \    return f'{original_description} From: {pipeline_url}'\n\n  # The pipeline\
           \ url contains KFP placeholders injected at runtime.\n  return f'Vertex\
           \ forecasting model trained in the pipeline: {pipeline_url}'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-or-create-model-description-2:
       container:
         args:
@@ -6179,7 +6179,7 @@ deploymentSpec:
           \    return f'{original_description} From: {pipeline_url}'\n\n  # The pipeline\
           \ url contains KFP placeholders injected at runtime.\n  return f'Vertex\
           \ forecasting model trained in the pipeline: {pipeline_url}'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-prediction-image-uri:
       container:
         args:
@@ -6202,14 +6202,14 @@ deploymentSpec:
           Returns the prediction image corresponding to the given model type.\"\"\"\
           \n  # Keys come from AutoMlTimeSeriesForecastingTrainSpec.\n  # The URIs\
           \ must be hardcoded without any breaks in the code so string\n  # replacement\
-          \ will work correctly.\n  images = {\n      'l2l': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-l2l:20240804_0625',\n\
-          \      'seq2seq': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-seq2seq:20240804_0625',\n\
-          \      'tft': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tft:20240804_0625',\n\
-          \      'tide': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tide:20240804_0625',\n\
+          \ will work correctly.\n  images = {\n      'l2l': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-l2l:20240808_0625',\n\
+          \      'seq2seq': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-seq2seq:20240808_0625',\n\
+          \      'tft': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tft:20240808_0625',\n\
+          \      'tide': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tide:20240808_0625',\n\
           \  }\n  if model_type not in images:\n    raise ValueError(\n        f'Invalid\
           \ forecasting model type: {model_type}. Valid options are: '\n        f'{images.keys()}.'\n\
           \    )\n  return images[model_type]\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-prediction-image-uri-2:
       container:
         args:
@@ -6232,14 +6232,14 @@ deploymentSpec:
           Returns the prediction image corresponding to the given model type.\"\"\"\
           \n  # Keys come from AutoMlTimeSeriesForecastingTrainSpec.\n  # The URIs\
           \ must be hardcoded without any breaks in the code so string\n  # replacement\
-          \ will work correctly.\n  images = {\n      'l2l': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-l2l:20240804_0625',\n\
-          \      'seq2seq': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-seq2seq:20240804_0625',\n\
-          \      'tft': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tft:20240804_0625',\n\
-          \      'tide': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tide:20240804_0625',\n\
+          \ will work correctly.\n  images = {\n      'l2l': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-l2l:20240808_0625',\n\
+          \      'seq2seq': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-seq2seq:20240808_0625',\n\
+          \      'tft': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tft:20240808_0625',\n\
+          \      'tide': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tide:20240808_0625',\n\
           \  }\n  if model_type not in images:\n    raise ValueError(\n        f'Invalid\
           \ forecasting model type: {model_type}. Valid options are: '\n        f'{images.keys()}.'\n\
           \    )\n  return images[model_type]\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-predictions-column:
       container:
         args:
@@ -6262,7 +6262,7 @@ deploymentSpec:
           \ str) -> str:\n  \"\"\"Generates the BP output's target column name.\"\"\
           \"\n  if forecasting_type == 'quantile':\n    return f'predicted_{target_column}.quantile_predictions'\n\
           \  return f'predicted_{target_column}.value'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-predictions-column-2:
       container:
         args:
@@ -6285,7 +6285,7 @@ deploymentSpec:
           \ str) -> str:\n  \"\"\"Generates the BP output's target column name.\"\"\
           \"\n  if forecasting_type == 'quantile':\n    return f'predicted_{target_column}.quantile_predictions'\n\
           \  return f'predicted_{target_column}.value'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-importer:
       importer:
         artifactUri:
@@ -6334,7 +6334,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.13
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-model-batch-explanation-2:
       container:
         args:
@@ -6376,7 +6376,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.13
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-model-batch-predict:
       container:
         args:
@@ -6731,7 +6731,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.17
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-model-upload-2:
       container:
         args:
@@ -6760,7 +6760,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.17
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-set-optional-inputs:
       container:
         args:
@@ -6817,7 +6817,7 @@ deploymentSpec:
           \          'model_display_name',\n          'transformations',\n      ],\n\
           \  )(\n      data_source_csv_filenames,\n      data_source_bigquery_table_path,\n\
           \      model_display_name,\n      transformations,\n  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-split-materialized-data:
       container:
         args:
@@ -6863,7 +6863,7 @@ deploymentSpec:
           \ 'w') as f:\n    f.write(file_patterns[0])\n\n  with tf.io.gfile.GFile(materialized_eval_split,\
           \ 'w') as f:\n    f.write(file_patterns[1])\n\n  with tf.io.gfile.GFile(materialized_test_split,\
           \ 'w') as f:\n    f.write(file_patterns[2])\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625
     exec-string-not-empty:
       container:
         args:
@@ -6887,7 +6887,7 @@ deploymentSpec:
           \n  Returns:\n    Boolean value. -> 'true' if empty, 'false' if not empty.\
           \ We need to use str\n    instead of bool due to a limitation in KFP compiler.\n\
           \  \"\"\"\n  return 'true' if value else 'false'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-table-to-uri:
       container:
         args:
@@ -6917,7 +6917,7 @@ deploymentSpec:
           \ if use_bq_prefix:\n    bq_uri = 'bq://' + bq_uri\n  outputs.append(bq_uri)\n\
           \  return collections.namedtuple(\n      'Outputs',\n      ['project_id',\
           \ 'dataset_id', 'table_id', 'uri'],\n  )(*outputs)\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-table-to-uri-2:
       container:
         args:
@@ -6947,7 +6947,7 @@ deploymentSpec:
           \ if use_bq_prefix:\n    bq_uri = 'bq://' + bq_uri\n  outputs.append(bq_uri)\n\
           \  return collections.namedtuple(\n      'Outputs',\n      ['project_id',\
           \ 'dataset_id', 'table_id', 'uri'],\n  )(*outputs)\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-training-configurator-and-validator:
       container:
         args:
@@ -6992,7 +6992,7 @@ deploymentSpec:
           ["--temporal_total_weight=", "{{$.inputs.parameters[''temporal_total_weight'']}}"]}}}'
         - '{"IfPresent": {"InputName": "group_temporal_total_weight", "Then": {"Concat":
           ["--group_temporal_total_weight=", "{{$.inputs.parameters[''group_temporal_total_weight'']}}"]}}}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
 pipelineInfo:
   description: The AutoML Forecasting pipeline.
   name: learn-to-learn-forecasting
diff --git a/components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/sequence_to_sequence_forecasting_pipeline.yaml b/components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/sequence_to_sequence_forecasting_pipeline.yaml
index 6fece21f998..65bc6863845 100644
--- a/components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/sequence_to_sequence_forecasting_pipeline.yaml
+++ b/components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/sequence_to_sequence_forecasting_pipeline.yaml
@@ -5559,7 +5559,7 @@ deploymentSpec:
         - '{"display_name": "automl-forecasting-ensemble-{{$.pipeline_job_uuid}}-{{$.pipeline_task_uuid}}",
           "encryption_spec": {"kms_key_name": "{{$.inputs.parameters[''encryption_spec_key_name'']}}"},
           "job_spec": {"worker_pool_specs": [{"replica_count": 1, "machine_spec":
-          {"machine_type": "n1-highmem-8"}, "container_spec": {"image_uri": "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240804_0625",
+          {"machine_type": "n1-highmem-8"}, "container_spec": {"image_uri": "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240808_0625",
           "args": ["forecasting_mp_ensemble", "--transform_output_path={{$.inputs.artifacts[''transform_output''].uri}}",
           "--error_file_path={{$.inputs.parameters[''root_dir'']}}/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/error.pb",
           "--metadata_path={{$.inputs.artifacts[''metadata''].uri}}", "--tuning_result_input_path={{$.inputs.artifacts[''tuning_result_input''].uri}}",
@@ -5593,7 +5593,7 @@ deploymentSpec:
         - '{"display_name": "automl-forecasting-ensemble-{{$.pipeline_job_uuid}}-{{$.pipeline_task_uuid}}",
           "encryption_spec": {"kms_key_name": "{{$.inputs.parameters[''encryption_spec_key_name'']}}"},
           "job_spec": {"worker_pool_specs": [{"replica_count": 1, "machine_spec":
-          {"machine_type": "n1-highmem-8"}, "container_spec": {"image_uri": "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240804_0625",
+          {"machine_type": "n1-highmem-8"}, "container_spec": {"image_uri": "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240808_0625",
           "args": ["forecasting_mp_ensemble", "--transform_output_path={{$.inputs.artifacts[''transform_output''].uri}}",
           "--error_file_path={{$.inputs.parameters[''root_dir'']}}/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/error.pb",
           "--metadata_path={{$.inputs.artifacts[''metadata''].uri}}", "--tuning_result_input_path={{$.inputs.artifacts[''tuning_result_input''].uri}}",
@@ -5628,11 +5628,11 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240804_0625",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240808_0625",
           "\", \"args\": [\"forecasting_mp_l2l_stage_1_tuner", "\", \"--region=",
           "{{$.inputs.parameters[''location'']}}", "\", \"--transform_output_path=",
           "{{$.inputs.artifacts[''transform_output''].uri}}", "\", \"--training_docker_uri=",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240804_0625",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240808_0625",
           "\", \"--reduce_search_space_mode=", "{{$.inputs.parameters[''reduce_search_space_mode'']}}",
           "\", \"--component_id={{$.pipeline_task_uuid}}", "\", \"--training_base_dir=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/train",
@@ -5671,11 +5671,11 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240804_0625",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240808_0625",
           "\", \"args\": [\"forecasting_mp_l2l_stage_2_tuner", "\", \"--region=",
           "{{$.inputs.parameters[''location'']}}", "\", \"--transform_output_path=",
           "{{$.inputs.artifacts[''transform_output''].uri}}", "\", \"--training_docker_uri=",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240804_0625",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240808_0625",
           "\", \"--component_id={{$.pipeline_task_uuid}}", "\", \"--training_base_dir=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/train",
           "\", \"--num_parallel_trial=", "{{$.inputs.parameters[''num_parallel_trials'']}}",
@@ -5714,7 +5714,7 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"cancel_l2l_tuner\", \"--error_file_path=", "{{$.inputs.parameters[''root_dir'']}}",
           "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/error.pb\", \"--cleanup_lro_job_infos=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/lro\"]}}]}}"]}'
@@ -5779,7 +5779,7 @@ deploymentSpec:
           \          'stage_2_single_run_max_secs',\n      ],\n  )(\n      stage_1_deadline_hours,\n\
           \      stage_1_single_run_max_secs,\n      stage_2_deadline_hours,\n   \
           \   stage_2_single_run_max_secs,\n  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-calculate-training-parameters-2:
       container:
         args:
@@ -5835,7 +5835,7 @@ deploymentSpec:
           \          'stage_2_single_run_max_secs',\n      ],\n  )(\n      stage_1_deadline_hours,\n\
           \      stage_1_single_run_max_secs,\n      stage_2_deadline_hours,\n   \
           \   stage_2_single_run_max_secs,\n  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-feature-attribution:
       container:
         args:
@@ -6026,8 +6026,8 @@ deploymentSpec:
           "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/dataflow_tmp"]}'
         - '{"Concat": ["--dataflow_max_num_workers=", "{{$.inputs.parameters[''dataflow_max_num_workers'']}}"]}'
         - '{"Concat": ["--dataflow_machine_type=", "{{$.inputs.parameters[''dataflow_machine_type'']}}"]}'
-        - --dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625
-        - --feature_transform_engine_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        - --dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625
+        - --feature_transform_engine_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
         - '{"Concat": ["--dataflow_disk_size_gb=", "{{$.inputs.parameters[''dataflow_disk_size_gb'']}}"]}'
         - '{"Concat": ["--dataflow_subnetwork_fully_qualified=", "{{$.inputs.parameters[''dataflow_subnetwork'']}}"]}'
         - '{"Concat": ["--dataflow_use_public_ips=", "{{$.inputs.parameters[''dataflow_use_public_ips'']}}"]}'
@@ -6044,7 +6044,7 @@ deploymentSpec:
         - '{"IfPresent": {"InputName": "group_temporal_total_weight", "Then": {"Concat":
           ["--group_temporal_total_weight=", "{{$.inputs.parameters[''group_temporal_total_weight'']}}"]}}}'
         - '{"Concat": ["--encryption_spec_key_name=", "{{$.inputs.parameters[''encryption_spec_key_name'']}}"]}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
         resources:
           cpuLimit: 8.0
           memoryLimit: 30.0
@@ -6075,7 +6075,7 @@ deploymentSpec:
           \ = 'point'\n  else:\n    forecasting_type = 'quantile'\n\n  return collections.namedtuple(\n\
           \      'Outputs',\n      (\n          'forecasting_type',\n          'quantiles',\n\
           \      ),\n  )(forecasting_type, quantiles)\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-finalize-eval-quantile-parameters-2:
       container:
         args:
@@ -6103,7 +6103,7 @@ deploymentSpec:
           \ = 'point'\n  else:\n    forecasting_type = 'quantile'\n\n  return collections.namedtuple(\n\
           \      'Outputs',\n      (\n          'forecasting_type',\n          'quantiles',\n\
           \      ),\n  )(forecasting_type, quantiles)\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-or-create-model-description:
       container:
         args:
@@ -6132,7 +6132,7 @@ deploymentSpec:
           \    return f'{original_description} From: {pipeline_url}'\n\n  # The pipeline\
           \ url contains KFP placeholders injected at runtime.\n  return f'Vertex\
           \ forecasting model trained in the pipeline: {pipeline_url}'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-or-create-model-description-2:
       container:
         args:
@@ -6161,7 +6161,7 @@ deploymentSpec:
           \    return f'{original_description} From: {pipeline_url}'\n\n  # The pipeline\
           \ url contains KFP placeholders injected at runtime.\n  return f'Vertex\
           \ forecasting model trained in the pipeline: {pipeline_url}'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-prediction-image-uri:
       container:
         args:
@@ -6184,14 +6184,14 @@ deploymentSpec:
           Returns the prediction image corresponding to the given model type.\"\"\"\
           \n  # Keys come from AutoMlTimeSeriesForecastingTrainSpec.\n  # The URIs\
           \ must be hardcoded without any breaks in the code so string\n  # replacement\
-          \ will work correctly.\n  images = {\n      'l2l': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-l2l:20240804_0625',\n\
-          \      'seq2seq': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-seq2seq:20240804_0625',\n\
-          \      'tft': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tft:20240804_0625',\n\
-          \      'tide': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tide:20240804_0625',\n\
+          \ will work correctly.\n  images = {\n      'l2l': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-l2l:20240808_0625',\n\
+          \      'seq2seq': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-seq2seq:20240808_0625',\n\
+          \      'tft': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tft:20240808_0625',\n\
+          \      'tide': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tide:20240808_0625',\n\
           \  }\n  if model_type not in images:\n    raise ValueError(\n        f'Invalid\
           \ forecasting model type: {model_type}. Valid options are: '\n        f'{images.keys()}.'\n\
           \    )\n  return images[model_type]\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-prediction-image-uri-2:
       container:
         args:
@@ -6214,14 +6214,14 @@ deploymentSpec:
           Returns the prediction image corresponding to the given model type.\"\"\"\
           \n  # Keys come from AutoMlTimeSeriesForecastingTrainSpec.\n  # The URIs\
           \ must be hardcoded without any breaks in the code so string\n  # replacement\
-          \ will work correctly.\n  images = {\n      'l2l': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-l2l:20240804_0625',\n\
-          \      'seq2seq': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-seq2seq:20240804_0625',\n\
-          \      'tft': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tft:20240804_0625',\n\
-          \      'tide': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tide:20240804_0625',\n\
+          \ will work correctly.\n  images = {\n      'l2l': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-l2l:20240808_0625',\n\
+          \      'seq2seq': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-seq2seq:20240808_0625',\n\
+          \      'tft': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tft:20240808_0625',\n\
+          \      'tide': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tide:20240808_0625',\n\
           \  }\n  if model_type not in images:\n    raise ValueError(\n        f'Invalid\
           \ forecasting model type: {model_type}. Valid options are: '\n        f'{images.keys()}.'\n\
           \    )\n  return images[model_type]\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-predictions-column:
       container:
         args:
@@ -6244,7 +6244,7 @@ deploymentSpec:
           \ str) -> str:\n  \"\"\"Generates the BP output's target column name.\"\"\
           \"\n  if forecasting_type == 'quantile':\n    return f'predicted_{target_column}.quantile_predictions'\n\
           \  return f'predicted_{target_column}.value'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-predictions-column-2:
       container:
         args:
@@ -6267,7 +6267,7 @@ deploymentSpec:
           \ str) -> str:\n  \"\"\"Generates the BP output's target column name.\"\"\
           \"\n  if forecasting_type == 'quantile':\n    return f'predicted_{target_column}.quantile_predictions'\n\
           \  return f'predicted_{target_column}.value'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-importer:
       importer:
         artifactUri:
@@ -6316,7 +6316,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.13
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-model-batch-explanation-2:
       container:
         args:
@@ -6358,7 +6358,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.13
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-model-batch-predict:
       container:
         args:
@@ -6713,7 +6713,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.17
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-model-upload-2:
       container:
         args:
@@ -6742,7 +6742,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.17
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-set-optional-inputs:
       container:
         args:
@@ -6799,7 +6799,7 @@ deploymentSpec:
           \          'model_display_name',\n          'transformations',\n      ],\n\
           \  )(\n      data_source_csv_filenames,\n      data_source_bigquery_table_path,\n\
           \      model_display_name,\n      transformations,\n  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-split-materialized-data:
       container:
         args:
@@ -6845,7 +6845,7 @@ deploymentSpec:
           \ 'w') as f:\n    f.write(file_patterns[0])\n\n  with tf.io.gfile.GFile(materialized_eval_split,\
           \ 'w') as f:\n    f.write(file_patterns[1])\n\n  with tf.io.gfile.GFile(materialized_test_split,\
           \ 'w') as f:\n    f.write(file_patterns[2])\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625
     exec-string-not-empty:
       container:
         args:
@@ -6869,7 +6869,7 @@ deploymentSpec:
           \n  Returns:\n    Boolean value. -> 'true' if empty, 'false' if not empty.\
           \ We need to use str\n    instead of bool due to a limitation in KFP compiler.\n\
           \  \"\"\"\n  return 'true' if value else 'false'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-table-to-uri:
       container:
         args:
@@ -6899,7 +6899,7 @@ deploymentSpec:
           \ if use_bq_prefix:\n    bq_uri = 'bq://' + bq_uri\n  outputs.append(bq_uri)\n\
           \  return collections.namedtuple(\n      'Outputs',\n      ['project_id',\
           \ 'dataset_id', 'table_id', 'uri'],\n  )(*outputs)\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-table-to-uri-2:
       container:
         args:
@@ -6929,7 +6929,7 @@ deploymentSpec:
           \ if use_bq_prefix:\n    bq_uri = 'bq://' + bq_uri\n  outputs.append(bq_uri)\n\
           \  return collections.namedtuple(\n      'Outputs',\n      ['project_id',\
           \ 'dataset_id', 'table_id', 'uri'],\n  )(*outputs)\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-training-configurator-and-validator:
       container:
         args:
@@ -6974,7 +6974,7 @@ deploymentSpec:
           ["--temporal_total_weight=", "{{$.inputs.parameters[''temporal_total_weight'']}}"]}}}'
         - '{"IfPresent": {"InputName": "group_temporal_total_weight", "Then": {"Concat":
           ["--group_temporal_total_weight=", "{{$.inputs.parameters[''group_temporal_total_weight'']}}"]}}}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
 pipelineInfo:
   description: The Sequence to Sequence (Seq2Seq) Forecasting pipeline.
   name: sequence-to-sequence-forecasting
diff --git a/components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/temporal_fusion_transformer_forecasting_pipeline.yaml b/components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/temporal_fusion_transformer_forecasting_pipeline.yaml
index 566b4ef1e2b..b5c9d95da37 100644
--- a/components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/temporal_fusion_transformer_forecasting_pipeline.yaml
+++ b/components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/temporal_fusion_transformer_forecasting_pipeline.yaml
@@ -5552,7 +5552,7 @@ deploymentSpec:
         - '{"display_name": "automl-forecasting-ensemble-{{$.pipeline_job_uuid}}-{{$.pipeline_task_uuid}}",
           "encryption_spec": {"kms_key_name": "{{$.inputs.parameters[''encryption_spec_key_name'']}}"},
           "job_spec": {"worker_pool_specs": [{"replica_count": 1, "machine_spec":
-          {"machine_type": "n1-highmem-8"}, "container_spec": {"image_uri": "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240804_0625",
+          {"machine_type": "n1-highmem-8"}, "container_spec": {"image_uri": "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240808_0625",
           "args": ["forecasting_mp_ensemble", "--transform_output_path={{$.inputs.artifacts[''transform_output''].uri}}",
           "--error_file_path={{$.inputs.parameters[''root_dir'']}}/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/error.pb",
           "--metadata_path={{$.inputs.artifacts[''metadata''].uri}}", "--tuning_result_input_path={{$.inputs.artifacts[''tuning_result_input''].uri}}",
@@ -5586,7 +5586,7 @@ deploymentSpec:
         - '{"display_name": "automl-forecasting-ensemble-{{$.pipeline_job_uuid}}-{{$.pipeline_task_uuid}}",
           "encryption_spec": {"kms_key_name": "{{$.inputs.parameters[''encryption_spec_key_name'']}}"},
           "job_spec": {"worker_pool_specs": [{"replica_count": 1, "machine_spec":
-          {"machine_type": "n1-highmem-8"}, "container_spec": {"image_uri": "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240804_0625",
+          {"machine_type": "n1-highmem-8"}, "container_spec": {"image_uri": "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240808_0625",
           "args": ["forecasting_mp_ensemble", "--transform_output_path={{$.inputs.artifacts[''transform_output''].uri}}",
           "--error_file_path={{$.inputs.parameters[''root_dir'']}}/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/error.pb",
           "--metadata_path={{$.inputs.artifacts[''metadata''].uri}}", "--tuning_result_input_path={{$.inputs.artifacts[''tuning_result_input''].uri}}",
@@ -5621,11 +5621,11 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240804_0625",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240808_0625",
           "\", \"args\": [\"forecasting_mp_l2l_stage_1_tuner", "\", \"--region=",
           "{{$.inputs.parameters[''location'']}}", "\", \"--transform_output_path=",
           "{{$.inputs.artifacts[''transform_output''].uri}}", "\", \"--training_docker_uri=",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240804_0625",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240808_0625",
           "\", \"--reduce_search_space_mode=", "{{$.inputs.parameters[''reduce_search_space_mode'']}}",
           "\", \"--component_id={{$.pipeline_task_uuid}}", "\", \"--training_base_dir=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/train",
@@ -5664,11 +5664,11 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240804_0625",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240808_0625",
           "\", \"args\": [\"forecasting_mp_l2l_stage_2_tuner", "\", \"--region=",
           "{{$.inputs.parameters[''location'']}}", "\", \"--transform_output_path=",
           "{{$.inputs.artifacts[''transform_output''].uri}}", "\", \"--training_docker_uri=",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240804_0625",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240808_0625",
           "\", \"--component_id={{$.pipeline_task_uuid}}", "\", \"--training_base_dir=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/train",
           "\", \"--num_parallel_trial=", "{{$.inputs.parameters[''num_parallel_trials'']}}",
@@ -5707,7 +5707,7 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"cancel_l2l_tuner\", \"--error_file_path=", "{{$.inputs.parameters[''root_dir'']}}",
           "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/error.pb\", \"--cleanup_lro_job_infos=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/lro\"]}}]}}"]}'
@@ -5772,7 +5772,7 @@ deploymentSpec:
           \          'stage_2_single_run_max_secs',\n      ],\n  )(\n      stage_1_deadline_hours,\n\
           \      stage_1_single_run_max_secs,\n      stage_2_deadline_hours,\n   \
           \   stage_2_single_run_max_secs,\n  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-calculate-training-parameters-2:
       container:
         args:
@@ -5828,7 +5828,7 @@ deploymentSpec:
           \          'stage_2_single_run_max_secs',\n      ],\n  )(\n      stage_1_deadline_hours,\n\
           \      stage_1_single_run_max_secs,\n      stage_2_deadline_hours,\n   \
           \   stage_2_single_run_max_secs,\n  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-feature-attribution:
       container:
         args:
@@ -6019,8 +6019,8 @@ deploymentSpec:
           "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/dataflow_tmp"]}'
         - '{"Concat": ["--dataflow_max_num_workers=", "{{$.inputs.parameters[''dataflow_max_num_workers'']}}"]}'
         - '{"Concat": ["--dataflow_machine_type=", "{{$.inputs.parameters[''dataflow_machine_type'']}}"]}'
-        - --dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625
-        - --feature_transform_engine_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        - --dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625
+        - --feature_transform_engine_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
         - '{"Concat": ["--dataflow_disk_size_gb=", "{{$.inputs.parameters[''dataflow_disk_size_gb'']}}"]}'
         - '{"Concat": ["--dataflow_subnetwork_fully_qualified=", "{{$.inputs.parameters[''dataflow_subnetwork'']}}"]}'
         - '{"Concat": ["--dataflow_use_public_ips=", "{{$.inputs.parameters[''dataflow_use_public_ips'']}}"]}'
@@ -6037,7 +6037,7 @@ deploymentSpec:
         - '{"IfPresent": {"InputName": "group_temporal_total_weight", "Then": {"Concat":
           ["--group_temporal_total_weight=", "{{$.inputs.parameters[''group_temporal_total_weight'']}}"]}}}'
         - '{"Concat": ["--encryption_spec_key_name=", "{{$.inputs.parameters[''encryption_spec_key_name'']}}"]}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
         resources:
           cpuLimit: 8.0
           memoryLimit: 30.0
@@ -6068,7 +6068,7 @@ deploymentSpec:
           \ = 'point'\n  else:\n    forecasting_type = 'quantile'\n\n  return collections.namedtuple(\n\
           \      'Outputs',\n      (\n          'forecasting_type',\n          'quantiles',\n\
           \      ),\n  )(forecasting_type, quantiles)\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-finalize-eval-quantile-parameters-2:
       container:
         args:
@@ -6096,7 +6096,7 @@ deploymentSpec:
           \ = 'point'\n  else:\n    forecasting_type = 'quantile'\n\n  return collections.namedtuple(\n\
           \      'Outputs',\n      (\n          'forecasting_type',\n          'quantiles',\n\
           \      ),\n  )(forecasting_type, quantiles)\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-or-create-model-description:
       container:
         args:
@@ -6125,7 +6125,7 @@ deploymentSpec:
           \    return f'{original_description} From: {pipeline_url}'\n\n  # The pipeline\
           \ url contains KFP placeholders injected at runtime.\n  return f'Vertex\
           \ forecasting model trained in the pipeline: {pipeline_url}'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-or-create-model-description-2:
       container:
         args:
@@ -6154,7 +6154,7 @@ deploymentSpec:
           \    return f'{original_description} From: {pipeline_url}'\n\n  # The pipeline\
           \ url contains KFP placeholders injected at runtime.\n  return f'Vertex\
           \ forecasting model trained in the pipeline: {pipeline_url}'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-prediction-image-uri:
       container:
         args:
@@ -6177,14 +6177,14 @@ deploymentSpec:
           Returns the prediction image corresponding to the given model type.\"\"\"\
           \n  # Keys come from AutoMlTimeSeriesForecastingTrainSpec.\n  # The URIs\
           \ must be hardcoded without any breaks in the code so string\n  # replacement\
-          \ will work correctly.\n  images = {\n      'l2l': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-l2l:20240804_0625',\n\
-          \      'seq2seq': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-seq2seq:20240804_0625',\n\
-          \      'tft': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tft:20240804_0625',\n\
-          \      'tide': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tide:20240804_0625',\n\
+          \ will work correctly.\n  images = {\n      'l2l': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-l2l:20240808_0625',\n\
+          \      'seq2seq': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-seq2seq:20240808_0625',\n\
+          \      'tft': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tft:20240808_0625',\n\
+          \      'tide': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tide:20240808_0625',\n\
           \  }\n  if model_type not in images:\n    raise ValueError(\n        f'Invalid\
           \ forecasting model type: {model_type}. Valid options are: '\n        f'{images.keys()}.'\n\
           \    )\n  return images[model_type]\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-prediction-image-uri-2:
       container:
         args:
@@ -6207,14 +6207,14 @@ deploymentSpec:
           Returns the prediction image corresponding to the given model type.\"\"\"\
           \n  # Keys come from AutoMlTimeSeriesForecastingTrainSpec.\n  # The URIs\
           \ must be hardcoded without any breaks in the code so string\n  # replacement\
-          \ will work correctly.\n  images = {\n      'l2l': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-l2l:20240804_0625',\n\
-          \      'seq2seq': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-seq2seq:20240804_0625',\n\
-          \      'tft': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tft:20240804_0625',\n\
-          \      'tide': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tide:20240804_0625',\n\
+          \ will work correctly.\n  images = {\n      'l2l': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-l2l:20240808_0625',\n\
+          \      'seq2seq': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-seq2seq:20240808_0625',\n\
+          \      'tft': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tft:20240808_0625',\n\
+          \      'tide': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tide:20240808_0625',\n\
           \  }\n  if model_type not in images:\n    raise ValueError(\n        f'Invalid\
           \ forecasting model type: {model_type}. Valid options are: '\n        f'{images.keys()}.'\n\
           \    )\n  return images[model_type]\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-predictions-column:
       container:
         args:
@@ -6237,7 +6237,7 @@ deploymentSpec:
           \ str) -> str:\n  \"\"\"Generates the BP output's target column name.\"\"\
           \"\n  if forecasting_type == 'quantile':\n    return f'predicted_{target_column}.quantile_predictions'\n\
           \  return f'predicted_{target_column}.value'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-predictions-column-2:
       container:
         args:
@@ -6260,7 +6260,7 @@ deploymentSpec:
           \ str) -> str:\n  \"\"\"Generates the BP output's target column name.\"\"\
           \"\n  if forecasting_type == 'quantile':\n    return f'predicted_{target_column}.quantile_predictions'\n\
           \  return f'predicted_{target_column}.value'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-importer:
       importer:
         artifactUri:
@@ -6309,7 +6309,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.13
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-model-batch-explanation-2:
       container:
         args:
@@ -6351,7 +6351,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.13
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-model-batch-predict:
       container:
         args:
@@ -6706,7 +6706,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.17
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-model-upload-2:
       container:
         args:
@@ -6735,7 +6735,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.17
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-set-optional-inputs:
       container:
         args:
@@ -6792,7 +6792,7 @@ deploymentSpec:
           \          'model_display_name',\n          'transformations',\n      ],\n\
           \  )(\n      data_source_csv_filenames,\n      data_source_bigquery_table_path,\n\
           \      model_display_name,\n      transformations,\n  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-split-materialized-data:
       container:
         args:
@@ -6838,7 +6838,7 @@ deploymentSpec:
           \ 'w') as f:\n    f.write(file_patterns[0])\n\n  with tf.io.gfile.GFile(materialized_eval_split,\
           \ 'w') as f:\n    f.write(file_patterns[1])\n\n  with tf.io.gfile.GFile(materialized_test_split,\
           \ 'w') as f:\n    f.write(file_patterns[2])\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625
     exec-string-not-empty:
       container:
         args:
@@ -6862,7 +6862,7 @@ deploymentSpec:
           \n  Returns:\n    Boolean value. -> 'true' if empty, 'false' if not empty.\
           \ We need to use str\n    instead of bool due to a limitation in KFP compiler.\n\
           \  \"\"\"\n  return 'true' if value else 'false'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-table-to-uri:
       container:
         args:
@@ -6892,7 +6892,7 @@ deploymentSpec:
           \ if use_bq_prefix:\n    bq_uri = 'bq://' + bq_uri\n  outputs.append(bq_uri)\n\
           \  return collections.namedtuple(\n      'Outputs',\n      ['project_id',\
           \ 'dataset_id', 'table_id', 'uri'],\n  )(*outputs)\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-table-to-uri-2:
       container:
         args:
@@ -6922,7 +6922,7 @@ deploymentSpec:
           \ if use_bq_prefix:\n    bq_uri = 'bq://' + bq_uri\n  outputs.append(bq_uri)\n\
           \  return collections.namedtuple(\n      'Outputs',\n      ['project_id',\
           \ 'dataset_id', 'table_id', 'uri'],\n  )(*outputs)\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-training-configurator-and-validator:
       container:
         args:
@@ -6967,7 +6967,7 @@ deploymentSpec:
           ["--temporal_total_weight=", "{{$.inputs.parameters[''temporal_total_weight'']}}"]}}}'
         - '{"IfPresent": {"InputName": "group_temporal_total_weight", "Then": {"Concat":
           ["--group_temporal_total_weight=", "{{$.inputs.parameters[''group_temporal_total_weight'']}}"]}}}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
 pipelineInfo:
   description: The Temporal Fusion Transformer (TFT) Forecasting pipeline.
   name: temporal-fusion-transformer-forecasting
diff --git a/components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/time_series_dense_encoder_forecasting_pipeline.yaml b/components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/time_series_dense_encoder_forecasting_pipeline.yaml
index f3a9b21cc19..f6a485fd4e3 100644
--- a/components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/time_series_dense_encoder_forecasting_pipeline.yaml
+++ b/components/google-cloud/google_cloud_pipeline_components/preview/automl/forecasting/time_series_dense_encoder_forecasting_pipeline.yaml
@@ -5577,7 +5577,7 @@ deploymentSpec:
         - '{"display_name": "automl-forecasting-ensemble-{{$.pipeline_job_uuid}}-{{$.pipeline_task_uuid}}",
           "encryption_spec": {"kms_key_name": "{{$.inputs.parameters[''encryption_spec_key_name'']}}"},
           "job_spec": {"worker_pool_specs": [{"replica_count": 1, "machine_spec":
-          {"machine_type": "n1-highmem-8"}, "container_spec": {"image_uri": "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240804_0625",
+          {"machine_type": "n1-highmem-8"}, "container_spec": {"image_uri": "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240808_0625",
           "args": ["forecasting_mp_ensemble", "--transform_output_path={{$.inputs.artifacts[''transform_output''].uri}}",
           "--error_file_path={{$.inputs.parameters[''root_dir'']}}/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/error.pb",
           "--metadata_path={{$.inputs.artifacts[''metadata''].uri}}", "--tuning_result_input_path={{$.inputs.artifacts[''tuning_result_input''].uri}}",
@@ -5611,7 +5611,7 @@ deploymentSpec:
         - '{"display_name": "automl-forecasting-ensemble-{{$.pipeline_job_uuid}}-{{$.pipeline_task_uuid}}",
           "encryption_spec": {"kms_key_name": "{{$.inputs.parameters[''encryption_spec_key_name'']}}"},
           "job_spec": {"worker_pool_specs": [{"replica_count": 1, "machine_spec":
-          {"machine_type": "n1-highmem-8"}, "container_spec": {"image_uri": "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240804_0625",
+          {"machine_type": "n1-highmem-8"}, "container_spec": {"image_uri": "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240808_0625",
           "args": ["forecasting_mp_ensemble", "--transform_output_path={{$.inputs.artifacts[''transform_output''].uri}}",
           "--error_file_path={{$.inputs.parameters[''root_dir'']}}/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/error.pb",
           "--metadata_path={{$.inputs.artifacts[''metadata''].uri}}", "--tuning_result_input_path={{$.inputs.artifacts[''tuning_result_input''].uri}}",
@@ -5646,11 +5646,11 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240804_0625",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240808_0625",
           "\", \"args\": [\"forecasting_mp_l2l_stage_1_tuner", "\", \"--region=",
           "{{$.inputs.parameters[''location'']}}", "\", \"--transform_output_path=",
           "{{$.inputs.artifacts[''transform_output''].uri}}", "\", \"--training_docker_uri=",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240804_0625",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240808_0625",
           "\", \"--reduce_search_space_mode=", "{{$.inputs.parameters[''reduce_search_space_mode'']}}",
           "\", \"--component_id={{$.pipeline_task_uuid}}", "\", \"--training_base_dir=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/train",
@@ -5689,11 +5689,11 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240804_0625",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240808_0625",
           "\", \"args\": [\"forecasting_mp_l2l_stage_2_tuner", "\", \"--region=",
           "{{$.inputs.parameters[''location'']}}", "\", \"--transform_output_path=",
           "{{$.inputs.artifacts[''transform_output''].uri}}", "\", \"--training_docker_uri=",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240804_0625",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/forecasting-training:20240808_0625",
           "\", \"--component_id={{$.pipeline_task_uuid}}", "\", \"--training_base_dir=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/train",
           "\", \"--num_parallel_trial=", "{{$.inputs.parameters[''num_parallel_trials'']}}",
@@ -5732,7 +5732,7 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"cancel_l2l_tuner\", \"--error_file_path=", "{{$.inputs.parameters[''root_dir'']}}",
           "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/error.pb\", \"--cleanup_lro_job_infos=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/lro\"]}}]}}"]}'
@@ -5797,7 +5797,7 @@ deploymentSpec:
           \          'stage_2_single_run_max_secs',\n      ],\n  )(\n      stage_1_deadline_hours,\n\
           \      stage_1_single_run_max_secs,\n      stage_2_deadline_hours,\n   \
           \   stage_2_single_run_max_secs,\n  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-calculate-training-parameters-2:
       container:
         args:
@@ -5853,7 +5853,7 @@ deploymentSpec:
           \          'stage_2_single_run_max_secs',\n      ],\n  )(\n      stage_1_deadline_hours,\n\
           \      stage_1_single_run_max_secs,\n      stage_2_deadline_hours,\n   \
           \   stage_2_single_run_max_secs,\n  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-feature-attribution:
       container:
         args:
@@ -6044,8 +6044,8 @@ deploymentSpec:
           "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/dataflow_tmp"]}'
         - '{"Concat": ["--dataflow_max_num_workers=", "{{$.inputs.parameters[''dataflow_max_num_workers'']}}"]}'
         - '{"Concat": ["--dataflow_machine_type=", "{{$.inputs.parameters[''dataflow_machine_type'']}}"]}'
-        - --dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625
-        - --feature_transform_engine_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        - --dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625
+        - --feature_transform_engine_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
         - '{"Concat": ["--dataflow_disk_size_gb=", "{{$.inputs.parameters[''dataflow_disk_size_gb'']}}"]}'
         - '{"Concat": ["--dataflow_subnetwork_fully_qualified=", "{{$.inputs.parameters[''dataflow_subnetwork'']}}"]}'
         - '{"Concat": ["--dataflow_use_public_ips=", "{{$.inputs.parameters[''dataflow_use_public_ips'']}}"]}'
@@ -6062,7 +6062,7 @@ deploymentSpec:
         - '{"IfPresent": {"InputName": "group_temporal_total_weight", "Then": {"Concat":
           ["--group_temporal_total_weight=", "{{$.inputs.parameters[''group_temporal_total_weight'']}}"]}}}'
         - '{"Concat": ["--encryption_spec_key_name=", "{{$.inputs.parameters[''encryption_spec_key_name'']}}"]}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
         resources:
           cpuLimit: 8.0
           memoryLimit: 30.0
@@ -6093,7 +6093,7 @@ deploymentSpec:
           \ = 'point'\n  else:\n    forecasting_type = 'quantile'\n\n  return collections.namedtuple(\n\
           \      'Outputs',\n      (\n          'forecasting_type',\n          'quantiles',\n\
           \      ),\n  )(forecasting_type, quantiles)\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-finalize-eval-quantile-parameters-2:
       container:
         args:
@@ -6121,7 +6121,7 @@ deploymentSpec:
           \ = 'point'\n  else:\n    forecasting_type = 'quantile'\n\n  return collections.namedtuple(\n\
           \      'Outputs',\n      (\n          'forecasting_type',\n          'quantiles',\n\
           \      ),\n  )(forecasting_type, quantiles)\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-or-create-model-description:
       container:
         args:
@@ -6150,7 +6150,7 @@ deploymentSpec:
           \    return f'{original_description} From: {pipeline_url}'\n\n  # The pipeline\
           \ url contains KFP placeholders injected at runtime.\n  return f'Vertex\
           \ forecasting model trained in the pipeline: {pipeline_url}'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-or-create-model-description-2:
       container:
         args:
@@ -6179,7 +6179,7 @@ deploymentSpec:
           \    return f'{original_description} From: {pipeline_url}'\n\n  # The pipeline\
           \ url contains KFP placeholders injected at runtime.\n  return f'Vertex\
           \ forecasting model trained in the pipeline: {pipeline_url}'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-prediction-image-uri:
       container:
         args:
@@ -6202,14 +6202,14 @@ deploymentSpec:
           Returns the prediction image corresponding to the given model type.\"\"\"\
           \n  # Keys come from AutoMlTimeSeriesForecastingTrainSpec.\n  # The URIs\
           \ must be hardcoded without any breaks in the code so string\n  # replacement\
-          \ will work correctly.\n  images = {\n      'l2l': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-l2l:20240804_0625',\n\
-          \      'seq2seq': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-seq2seq:20240804_0625',\n\
-          \      'tft': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tft:20240804_0625',\n\
-          \      'tide': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tide:20240804_0625',\n\
+          \ will work correctly.\n  images = {\n      'l2l': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-l2l:20240808_0625',\n\
+          \      'seq2seq': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-seq2seq:20240808_0625',\n\
+          \      'tft': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tft:20240808_0625',\n\
+          \      'tide': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tide:20240808_0625',\n\
           \  }\n  if model_type not in images:\n    raise ValueError(\n        f'Invalid\
           \ forecasting model type: {model_type}. Valid options are: '\n        f'{images.keys()}.'\n\
           \    )\n  return images[model_type]\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-prediction-image-uri-2:
       container:
         args:
@@ -6232,14 +6232,14 @@ deploymentSpec:
           Returns the prediction image corresponding to the given model type.\"\"\"\
           \n  # Keys come from AutoMlTimeSeriesForecastingTrainSpec.\n  # The URIs\
           \ must be hardcoded without any breaks in the code so string\n  # replacement\
-          \ will work correctly.\n  images = {\n      'l2l': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-l2l:20240804_0625',\n\
-          \      'seq2seq': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-seq2seq:20240804_0625',\n\
-          \      'tft': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tft:20240804_0625',\n\
-          \      'tide': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tide:20240804_0625',\n\
+          \ will work correctly.\n  images = {\n      'l2l': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-l2l:20240808_0625',\n\
+          \      'seq2seq': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-seq2seq:20240808_0625',\n\
+          \      'tft': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tft:20240808_0625',\n\
+          \      'tide': 'us-docker.pkg.dev/vertex-ai/automl-tabular/forecasting-prediction-server-tide:20240808_0625',\n\
           \  }\n  if model_type not in images:\n    raise ValueError(\n        f'Invalid\
           \ forecasting model type: {model_type}. Valid options are: '\n        f'{images.keys()}.'\n\
           \    )\n  return images[model_type]\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-predictions-column:
       container:
         args:
@@ -6262,7 +6262,7 @@ deploymentSpec:
           \ str) -> str:\n  \"\"\"Generates the BP output's target column name.\"\"\
           \"\n  if forecasting_type == 'quantile':\n    return f'predicted_{target_column}.quantile_predictions'\n\
           \  return f'predicted_{target_column}.value'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-predictions-column-2:
       container:
         args:
@@ -6285,7 +6285,7 @@ deploymentSpec:
           \ str) -> str:\n  \"\"\"Generates the BP output's target column name.\"\"\
           \"\n  if forecasting_type == 'quantile':\n    return f'predicted_{target_column}.quantile_predictions'\n\
           \  return f'predicted_{target_column}.value'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-importer:
       importer:
         artifactUri:
@@ -6334,7 +6334,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.13
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-model-batch-explanation-2:
       container:
         args:
@@ -6376,7 +6376,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.13
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-model-batch-predict:
       container:
         args:
@@ -6731,7 +6731,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.17
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-model-upload-2:
       container:
         args:
@@ -6760,7 +6760,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.17
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-set-optional-inputs:
       container:
         args:
@@ -6817,7 +6817,7 @@ deploymentSpec:
           \          'model_display_name',\n          'transformations',\n      ],\n\
           \  )(\n      data_source_csv_filenames,\n      data_source_bigquery_table_path,\n\
           \      model_display_name,\n      transformations,\n  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-split-materialized-data:
       container:
         args:
@@ -6863,7 +6863,7 @@ deploymentSpec:
           \ 'w') as f:\n    f.write(file_patterns[0])\n\n  with tf.io.gfile.GFile(materialized_eval_split,\
           \ 'w') as f:\n    f.write(file_patterns[1])\n\n  with tf.io.gfile.GFile(materialized_test_split,\
           \ 'w') as f:\n    f.write(file_patterns[2])\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625
     exec-string-not-empty:
       container:
         args:
@@ -6887,7 +6887,7 @@ deploymentSpec:
           \n  Returns:\n    Boolean value. -> 'true' if empty, 'false' if not empty.\
           \ We need to use str\n    instead of bool due to a limitation in KFP compiler.\n\
           \  \"\"\"\n  return 'true' if value else 'false'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-table-to-uri:
       container:
         args:
@@ -6917,7 +6917,7 @@ deploymentSpec:
           \ if use_bq_prefix:\n    bq_uri = 'bq://' + bq_uri\n  outputs.append(bq_uri)\n\
           \  return collections.namedtuple(\n      'Outputs',\n      ['project_id',\
           \ 'dataset_id', 'table_id', 'uri'],\n  )(*outputs)\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-table-to-uri-2:
       container:
         args:
@@ -6947,7 +6947,7 @@ deploymentSpec:
           \ if use_bq_prefix:\n    bq_uri = 'bq://' + bq_uri\n  outputs.append(bq_uri)\n\
           \  return collections.namedtuple(\n      'Outputs',\n      ['project_id',\
           \ 'dataset_id', 'table_id', 'uri'],\n  )(*outputs)\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-training-configurator-and-validator:
       container:
         args:
@@ -6992,7 +6992,7 @@ deploymentSpec:
           ["--temporal_total_weight=", "{{$.inputs.parameters[''temporal_total_weight'']}}"]}}}'
         - '{"IfPresent": {"InputName": "group_temporal_total_weight", "Then": {"Concat":
           ["--group_temporal_total_weight=", "{{$.inputs.parameters[''group_temporal_total_weight'']}}"]}}}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
 pipelineInfo:
   description: The Timeseries Dense Encoder (TiDE) Forecasting pipeline.
   name: time-series-dense-encoder-forecasting
diff --git a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/auto_feature_engineering.py b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/auto_feature_engineering.py
index 7b0de04f55f..361d3d1b776 100644
--- a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/auto_feature_engineering.py
+++ b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/auto_feature_engineering.py
@@ -65,7 +65,7 @@ def automated_feature_engineering(
                       ' 1, "machine_spec": {"machine_type": "n1-standard-16"},'
                       ' "container_spec": {"image_uri":"'
                   ),
-                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625',
+                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625',
                   '", "args": ["feature_engineering", "--project=', project,
                   '", "--location=', location, '", "--data_source_bigquery_table_path=',
                   data_source_bigquery_table_path,
diff --git a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/automl_tabular_feature_selection_pipeline.yaml b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/automl_tabular_feature_selection_pipeline.yaml
index 1a40bca0d0c..fe2b8ca0c42 100644
--- a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/automl_tabular_feature_selection_pipeline.yaml
+++ b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/automl_tabular_feature_selection_pipeline.yaml
@@ -8622,9 +8622,9 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"l2l_cv_tuner\", \"--transform_output_path=", "{{$.inputs.artifacts[''transform_output''].uri}}",
-          "\", \"--training_docker_uri=", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625",
+          "\", \"--training_docker_uri=", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625",
           "\", \"--component_id={{$.pipeline_task_uuid}}\", \"--training_base_dir=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/train\",
           \"--num_parallel_trial=", "{{$.inputs.parameters[''num_parallel_trials'']}}",
@@ -8665,9 +8665,9 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"l2l_cv_tuner\", \"--transform_output_path=", "{{$.inputs.artifacts[''transform_output''].uri}}",
-          "\", \"--training_docker_uri=", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625",
+          "\", \"--training_docker_uri=", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625",
           "\", \"--component_id={{$.pipeline_task_uuid}}\", \"--training_base_dir=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/train\",
           \"--num_parallel_trial=", "{{$.inputs.parameters[''num_parallel_trials'']}}",
@@ -8708,7 +8708,7 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-highmem-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"ensemble\", \"--transform_output_path=", "{{$.inputs.artifacts[''transform_output''].uri}}",
           "\", \"--model_output_path=", "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/model\",
           \"--custom_model_output_path=", "{{$.inputs.parameters[''root_dir'']}}",
@@ -8720,7 +8720,7 @@ deploymentSpec:
           "\", \"--tuning_result_input_path=", "{{$.inputs.artifacts[''tuning_result_input''].uri}}",
           "\", \"--instance_baseline_path=", "{{$.inputs.artifacts[''instance_baseline''].uri}}",
           "\", \"--warmup_data=", "{{$.inputs.artifacts[''warmup_data''].uri}}", "\",
-          \"--prediction_docker_uri=", "us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625",
+          \"--prediction_docker_uri=", "us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625",
           "\", \"--model_path=", "{{$.outputs.artifacts[''model''].uri}}", "\", \"--custom_model_path=",
           "{{$.outputs.artifacts[''model_without_custom_ops''].uri}}", "\", \"--explanation_metadata_path=",
           "{{$.outputs.parameters[''explanation_metadata''].output_file}}", ",", "{{$.outputs.artifacts[''explanation_metadata_artifact''].uri}}",
@@ -8749,7 +8749,7 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-highmem-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"ensemble\", \"--transform_output_path=", "{{$.inputs.artifacts[''transform_output''].uri}}",
           "\", \"--model_output_path=", "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/model\",
           \"--custom_model_output_path=", "{{$.inputs.parameters[''root_dir'']}}",
@@ -8761,7 +8761,7 @@ deploymentSpec:
           "\", \"--tuning_result_input_path=", "{{$.inputs.artifacts[''tuning_result_input''].uri}}",
           "\", \"--instance_baseline_path=", "{{$.inputs.artifacts[''instance_baseline''].uri}}",
           "\", \"--warmup_data=", "{{$.inputs.artifacts[''warmup_data''].uri}}", "\",
-          \"--prediction_docker_uri=", "us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625",
+          \"--prediction_docker_uri=", "us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625",
           "\", \"--model_path=", "{{$.outputs.artifacts[''model''].uri}}", "\", \"--custom_model_path=",
           "{{$.outputs.artifacts[''model_without_custom_ops''].uri}}", "\", \"--explanation_metadata_path=",
           "{{$.outputs.parameters[''explanation_metadata''].output_file}}", ",", "{{$.outputs.artifacts[''explanation_metadata_artifact''].uri}}",
@@ -8790,7 +8790,7 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-highmem-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"ensemble\", \"--transform_output_path=", "{{$.inputs.artifacts[''transform_output''].uri}}",
           "\", \"--model_output_path=", "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/model\",
           \"--custom_model_output_path=", "{{$.inputs.parameters[''root_dir'']}}",
@@ -8802,7 +8802,7 @@ deploymentSpec:
           "\", \"--tuning_result_input_path=", "{{$.inputs.artifacts[''tuning_result_input''].uri}}",
           "\", \"--instance_baseline_path=", "{{$.inputs.artifacts[''instance_baseline''].uri}}",
           "\", \"--warmup_data=", "{{$.inputs.artifacts[''warmup_data''].uri}}", "\",
-          \"--prediction_docker_uri=", "us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625",
+          \"--prediction_docker_uri=", "us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625",
           "\", \"--model_path=", "{{$.outputs.artifacts[''model''].uri}}", "\", \"--custom_model_path=",
           "{{$.outputs.artifacts[''model_without_custom_ops''].uri}}", "\", \"--explanation_metadata_path=",
           "{{$.outputs.parameters[''explanation_metadata''].output_file}}", ",", "{{$.outputs.artifacts[''explanation_metadata_artifact''].uri}}",
@@ -8831,7 +8831,7 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"cancel_l2l_tuner\", \"--error_file_path=", "{{$.inputs.parameters[''root_dir'']}}",
           "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/error.pb\", \"--cleanup_lro_job_infos=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/lro\"]}}]}}"]}'
@@ -8846,7 +8846,7 @@ deploymentSpec:
         args:
         - --executor_input
         - '{{$}}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625
         resources:
           cpuLimit: 8.0
           memoryLimit: 52.0
@@ -8855,7 +8855,7 @@ deploymentSpec:
         args:
         - --executor_input
         - '{{$}}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625
         resources:
           cpuLimit: 8.0
           memoryLimit: 52.0
@@ -8864,7 +8864,7 @@ deploymentSpec:
         args:
         - --executor_input
         - '{{$}}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625
         resources:
           cpuLimit: 8.0
           memoryLimit: 52.0
@@ -8884,9 +8884,9 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"l2l_stage_1_tuner\", \"--transform_output_path=", "{{$.inputs.artifacts[''transform_output''].uri}}",
-          "\", \"--training_docker_uri=", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625",
+          "\", \"--training_docker_uri=", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625",
           "\", \"--feature_selection_result_path=", "{{$.inputs.artifacts[''feature_ranking''].uri}}",
           "\", \"--disable_early_stopping=", "{{$.inputs.parameters[''disable_early_stopping'']}}",
           "\", \"--tune_feature_selection_rate=", "{{$.inputs.parameters[''tune_feature_selection_rate'']}}",
@@ -8931,9 +8931,9 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"l2l_stage_1_tuner\", \"--transform_output_path=", "{{$.inputs.artifacts[''transform_output''].uri}}",
-          "\", \"--training_docker_uri=", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625",
+          "\", \"--training_docker_uri=", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625",
           "\", \"--feature_selection_result_path=", "{{$.inputs.artifacts[''feature_ranking''].uri}}",
           "\", \"--disable_early_stopping=", "{{$.inputs.parameters[''disable_early_stopping'']}}",
           "\", \"--tune_feature_selection_rate=", "{{$.inputs.parameters[''tune_feature_selection_rate'']}}",
@@ -8978,7 +8978,7 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"transform\", \"--is_mp=true\", \"--transform_output_artifact_path=",
           "{{$.outputs.artifacts[''transform_output''].uri}}", "\", \"--transform_output_path=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/transform\",
@@ -8999,7 +8999,7 @@ deploymentSpec:
           \"--dataflow_tmp_dir=", "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/dataflow_tmp\",
           \"--dataflow_max_num_workers=", "{{$.inputs.parameters[''dataflow_max_num_workers'']}}",
           "\", \"--dataflow_machine_type=", "{{$.inputs.parameters[''dataflow_machine_type'']}}",
-          "\", \"--dataflow_worker_container_image=", "us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625",
+          "\", \"--dataflow_worker_container_image=", "us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625",
           "\", \"--dataflow_disk_size_gb=", "{{$.inputs.parameters[''dataflow_disk_size_gb'']}}",
           "\", \"--dataflow_subnetwork_fully_qualified=", "{{$.inputs.parameters[''dataflow_subnetwork'']}}",
           "\", \"--dataflow_use_public_ips=", "{{$.inputs.parameters[''dataflow_use_public_ips'']}}",
@@ -9030,7 +9030,7 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"transform\", \"--is_mp=true\", \"--transform_output_artifact_path=",
           "{{$.outputs.artifacts[''transform_output''].uri}}", "\", \"--transform_output_path=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/transform\",
@@ -9051,7 +9051,7 @@ deploymentSpec:
           \"--dataflow_tmp_dir=", "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/dataflow_tmp\",
           \"--dataflow_max_num_workers=", "{{$.inputs.parameters[''dataflow_max_num_workers'']}}",
           "\", \"--dataflow_machine_type=", "{{$.inputs.parameters[''dataflow_machine_type'']}}",
-          "\", \"--dataflow_worker_container_image=", "us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625",
+          "\", \"--dataflow_worker_container_image=", "us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625",
           "\", \"--dataflow_disk_size_gb=", "{{$.inputs.parameters[''dataflow_disk_size_gb'']}}",
           "\", \"--dataflow_subnetwork_fully_qualified=", "{{$.inputs.parameters[''dataflow_subnetwork'']}}",
           "\", \"--dataflow_use_public_ips=", "{{$.inputs.parameters[''dataflow_use_public_ips'']}}",
@@ -9087,7 +9087,7 @@ deploymentSpec:
           \ *\n\ndef _bool_identity(value: bool) -> str:\n  \"\"\"Returns boolean\
           \ value.\n\n  Args:\n    value: Boolean value to return\n\n  Returns:\n\
           \    Boolean value.\n  \"\"\"\n  return 'true' if value else 'false'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-bool-identity-2:
       container:
         args:
@@ -9109,7 +9109,7 @@ deploymentSpec:
           \ *\n\ndef _bool_identity(value: bool) -> str:\n  \"\"\"Returns boolean\
           \ value.\n\n  Args:\n    value: Boolean value to return\n\n  Returns:\n\
           \    Boolean value.\n  \"\"\"\n  return 'true' if value else 'false'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-bool-identity-3:
       container:
         args:
@@ -9131,7 +9131,7 @@ deploymentSpec:
           \ *\n\ndef _bool_identity(value: bool) -> str:\n  \"\"\"Returns boolean\
           \ value.\n\n  Args:\n    value: Boolean value to return\n\n  Returns:\n\
           \    Boolean value.\n  \"\"\"\n  return 'true' if value else 'false'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-calculate-training-parameters:
       container:
         args:
@@ -9223,7 +9223,7 @@ deploymentSpec:
           \      stage_1_single_run_max_secs,\n      stage_2_deadline_hours,\n   \
           \   stage_2_single_run_max_secs,\n      distill_stage_1_deadline_hours,\n\
           \      reduce_search_space_mode,\n  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-calculate-training-parameters-2:
       container:
         args:
@@ -9315,7 +9315,7 @@ deploymentSpec:
           \      stage_1_single_run_max_secs,\n      stage_2_deadline_hours,\n   \
           \   stage_2_single_run_max_secs,\n      distill_stage_1_deadline_hours,\n\
           \      reduce_search_space_mode,\n  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-check-if-binary-classification:
       container:
         args:
@@ -9343,7 +9343,7 @@ deploymentSpec:
           \  with open(example_gen_metadata, 'r') as f:\n    metadata_path = f.read()\n\
           \    metadata = json.loads(metadata_path)\n    return str(metadata['objective']\
           \ == 'binary_classification').lower()\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-feature-attribution:
       container:
         args:
@@ -9536,7 +9536,7 @@ deploymentSpec:
           \ 'r') as f:\n    split_0_content = f.read()\n  with open(split_1, 'r')\
           \ as f:\n    split_1_content = f.read()\n  with open(splits, 'w') as f:\n\
           \    f.write(','.join([split_0_content, split_1_content]))\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-model-batch-explanation:
       container:
         args:
@@ -9578,7 +9578,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.13
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-model-batch-explanation-2:
       container:
         args:
@@ -9620,7 +9620,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.13
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-model-batch-explanation-3:
       container:
         args:
@@ -9662,7 +9662,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.13
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-model-batch-predict:
       container:
         args:
@@ -10275,7 +10275,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.17
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-model-upload-2:
       container:
         args:
@@ -10304,7 +10304,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.17
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-model-upload-3:
       container:
         args:
@@ -10333,7 +10333,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.17
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-purge-unused-features:
       container:
         args:
@@ -10383,7 +10383,7 @@ deploymentSpec:
           \n  train_spec['transformations'] = purged_transformation_list\n  metadata['train_spec']\
           \ = train_spec\n\n  with open(output_metadata, 'w') as f:\n    f.write(json.dumps(metadata))\n\
           \n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-read-input-uri:
       container:
         args:
@@ -10411,7 +10411,7 @@ deploymentSpec:
           \  import json\n  # pylint: enable=g-import-not-at-top,import-outside-toplevel,redefined-outer-name,reimported\n\
           \  with open(split_uri, 'r') as f:\n    data_source = json.loads(f.read())\n\
           \    return data_source['tf_record_data_source']['file_patterns']\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-read-input-uri-2:
       container:
         args:
@@ -10439,7 +10439,7 @@ deploymentSpec:
           \  import json\n  # pylint: enable=g-import-not-at-top,import-outside-toplevel,redefined-outer-name,reimported\n\
           \  with open(split_uri, 'r') as f:\n    data_source = json.loads(f.read())\n\
           \    return data_source['tf_record_data_source']['file_patterns']\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-string-not-empty:
       container:
         args:
@@ -10463,7 +10463,7 @@ deploymentSpec:
           \n  Returns:\n    Boolean value. -> 'true' if empty, 'false' if not empty.\
           \ We need to use str\n    instead of bool due to a limitation in KFP compiler.\n\
           \  \"\"\"\n  return 'true' if value else 'false'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-tabular-feature-ranking-and-selection:
       container:
         args:
@@ -10480,7 +10480,7 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"feature_selection\", \"--data_source=", "{{$.inputs.artifacts[''data_source''].uri}}",
           "\", \"--target_column=", "{{$.inputs.parameters[''target_column_name'']}}",
           "\", \"--prediction_type=", "{{$.inputs.parameters[''prediction_type'']}}",
@@ -10493,7 +10493,7 @@ deploymentSpec:
           \"--dataflow_staging_dir=", "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/dataflow_staging\",
           \"--dataflow_tmp_dir=", "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/dataflow_tmp\",
           \"--dataflow_max_num_workers=", "{{$.inputs.parameters[''dataflow_max_num_workers'']}}",
-          "\", \"--dataflow_worker_container_image=", "us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625",
+          "\", \"--dataflow_worker_container_image=", "us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625",
           "\", \"--dataflow_machine_type=", "{{$.inputs.parameters[''dataflow_machine_type'']}}",
           "\", \"--dataflow_disk_size_gb=", "{{$.inputs.parameters[''dataflow_disk_size_gb'']}}",
           "\", \"--dataflow_subnetwork_fully_qualified=", "{{$.inputs.parameters[''dataflow_subnetwork'']}}",
@@ -10526,7 +10526,7 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"stats_generator\",", "\"--train_spec={\\\"prediction_type\\\":
           \\\"", "{{$.inputs.parameters[''prediction_type'']}}", "\\\", \\\"target_column\\\":
           \\\"", "{{$.inputs.parameters[''target_column_name'']}}", "\\\", \\\"optimization_objective\\\":
@@ -10559,7 +10559,7 @@ deploymentSpec:
           \"--dataflow_staging_dir=", "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/dataflow_staging\",
           \"--dataflow_tmp_dir=", "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/dataflow_tmp\",
           \"--dataflow_max_num_workers=", "{{$.inputs.parameters[''dataflow_max_num_workers'']}}",
-          "\", \"--dataflow_worker_container_image=", "us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625",
+          "\", \"--dataflow_worker_container_image=", "us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625",
           "\", \"--dataflow_machine_type=", "{{$.inputs.parameters[''dataflow_machine_type'']}}",
           "\", \"--dataflow_disk_size_gb=", "{{$.inputs.parameters[''dataflow_disk_size_gb'']}}",
           "\", \"--dataflow_kms_key=", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
@@ -10614,7 +10614,7 @@ deploymentSpec:
           \        f'{directory}/prediction.results-*',\n          ],\n          'coder':\
           \ 'PROTO_VALUE',\n      },\n  }\n  with open(result, 'w') as f:\n    f.write(json.dumps(data_source))\n\
           \n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-write-bp-result-path-2:
       container:
         args:
@@ -10644,7 +10644,7 @@ deploymentSpec:
           \        f'{directory}/prediction.results-*',\n          ],\n          'coder':\
           \ 'PROTO_VALUE',\n      },\n  }\n  with open(result, 'w') as f:\n    f.write(json.dumps(data_source))\n\
           \n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
 pipelineInfo:
   description: The AutoML Tabular pipeline.
   name: automl-tabular-feature-selection-pipeline
diff --git a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/automl_tabular_v2_pipeline.yaml b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/automl_tabular_v2_pipeline.yaml
index 5b37c8f7f56..87f7bafce82 100644
--- a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/automl_tabular_v2_pipeline.yaml
+++ b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/automl_tabular_v2_pipeline.yaml
@@ -9452,9 +9452,9 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"l2l_cv_tuner\", \"--transform_output_path=", "{{$.inputs.artifacts[''transform_output''].uri}}",
-          "\", \"--training_docker_uri=", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625",
+          "\", \"--training_docker_uri=", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625",
           "\", \"--component_id={{$.pipeline_task_uuid}}\", \"--training_base_dir=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/train\",
           \"--num_parallel_trial=", "{{$.inputs.parameters[''num_parallel_trials'']}}",
@@ -9495,9 +9495,9 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"l2l_cv_tuner\", \"--transform_output_path=", "{{$.inputs.artifacts[''transform_output''].uri}}",
-          "\", \"--training_docker_uri=", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625",
+          "\", \"--training_docker_uri=", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625",
           "\", \"--component_id={{$.pipeline_task_uuid}}\", \"--training_base_dir=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/train\",
           \"--num_parallel_trial=", "{{$.inputs.parameters[''num_parallel_trials'']}}",
@@ -9538,7 +9538,7 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-highmem-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"ensemble\", \"--transform_output_path=", "{{$.inputs.artifacts[''transform_output''].uri}}",
           "\", \"--model_output_path=", "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/model\",
           \"--custom_model_output_path=", "{{$.inputs.parameters[''root_dir'']}}",
@@ -9550,7 +9550,7 @@ deploymentSpec:
           "\", \"--tuning_result_input_path=", "{{$.inputs.artifacts[''tuning_result_input''].uri}}",
           "\", \"--instance_baseline_path=", "{{$.inputs.artifacts[''instance_baseline''].uri}}",
           "\", \"--warmup_data=", "{{$.inputs.artifacts[''warmup_data''].uri}}", "\",
-          \"--prediction_docker_uri=", "us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625",
+          \"--prediction_docker_uri=", "us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625",
           "\", \"--model_path=", "{{$.outputs.artifacts[''model''].uri}}", "\", \"--custom_model_path=",
           "{{$.outputs.artifacts[''model_without_custom_ops''].uri}}", "\", \"--explanation_metadata_path=",
           "{{$.outputs.parameters[''explanation_metadata''].output_file}}", ",", "{{$.outputs.artifacts[''explanation_metadata_artifact''].uri}}",
@@ -9579,7 +9579,7 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-highmem-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"ensemble\", \"--transform_output_path=", "{{$.inputs.artifacts[''transform_output''].uri}}",
           "\", \"--model_output_path=", "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/model\",
           \"--custom_model_output_path=", "{{$.inputs.parameters[''root_dir'']}}",
@@ -9591,7 +9591,7 @@ deploymentSpec:
           "\", \"--tuning_result_input_path=", "{{$.inputs.artifacts[''tuning_result_input''].uri}}",
           "\", \"--instance_baseline_path=", "{{$.inputs.artifacts[''instance_baseline''].uri}}",
           "\", \"--warmup_data=", "{{$.inputs.artifacts[''warmup_data''].uri}}", "\",
-          \"--prediction_docker_uri=", "us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625",
+          \"--prediction_docker_uri=", "us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625",
           "\", \"--model_path=", "{{$.outputs.artifacts[''model''].uri}}", "\", \"--custom_model_path=",
           "{{$.outputs.artifacts[''model_without_custom_ops''].uri}}", "\", \"--explanation_metadata_path=",
           "{{$.outputs.parameters[''explanation_metadata''].output_file}}", ",", "{{$.outputs.artifacts[''explanation_metadata_artifact''].uri}}",
@@ -9620,7 +9620,7 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-highmem-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"ensemble\", \"--transform_output_path=", "{{$.inputs.artifacts[''transform_output''].uri}}",
           "\", \"--model_output_path=", "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/model\",
           \"--custom_model_output_path=", "{{$.inputs.parameters[''root_dir'']}}",
@@ -9632,7 +9632,7 @@ deploymentSpec:
           "\", \"--tuning_result_input_path=", "{{$.inputs.artifacts[''tuning_result_input''].uri}}",
           "\", \"--instance_baseline_path=", "{{$.inputs.artifacts[''instance_baseline''].uri}}",
           "\", \"--warmup_data=", "{{$.inputs.artifacts[''warmup_data''].uri}}", "\",
-          \"--prediction_docker_uri=", "us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625",
+          \"--prediction_docker_uri=", "us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625",
           "\", \"--model_path=", "{{$.outputs.artifacts[''model''].uri}}", "\", \"--custom_model_path=",
           "{{$.outputs.artifacts[''model_without_custom_ops''].uri}}", "\", \"--explanation_metadata_path=",
           "{{$.outputs.parameters[''explanation_metadata''].output_file}}", ",", "{{$.outputs.artifacts[''explanation_metadata_artifact''].uri}}",
@@ -9661,7 +9661,7 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"cancel_l2l_tuner\", \"--error_file_path=", "{{$.inputs.parameters[''root_dir'']}}",
           "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/error.pb\", \"--cleanup_lro_job_infos=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/lro\"]}}]}}"]}'
@@ -9676,7 +9676,7 @@ deploymentSpec:
         args:
         - --executor_input
         - '{{$}}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625
         resources:
           cpuLimit: 8.0
           memoryLimit: 52.0
@@ -9685,7 +9685,7 @@ deploymentSpec:
         args:
         - --executor_input
         - '{{$}}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625
         resources:
           cpuLimit: 8.0
           memoryLimit: 52.0
@@ -9694,7 +9694,7 @@ deploymentSpec:
         args:
         - --executor_input
         - '{{$}}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625
         resources:
           cpuLimit: 8.0
           memoryLimit: 52.0
@@ -9714,9 +9714,9 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"l2l_stage_1_tuner\", \"--transform_output_path=", "{{$.inputs.artifacts[''transform_output''].uri}}",
-          "\", \"--training_docker_uri=", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625",
+          "\", \"--training_docker_uri=", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625",
           "\", \"--feature_selection_result_path=", "{{$.inputs.artifacts[''feature_ranking''].uri}}",
           "\", \"--disable_early_stopping=", "{{$.inputs.parameters[''disable_early_stopping'']}}",
           "\", \"--tune_feature_selection_rate=", "{{$.inputs.parameters[''tune_feature_selection_rate'']}}",
@@ -9761,9 +9761,9 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"l2l_stage_1_tuner\", \"--transform_output_path=", "{{$.inputs.artifacts[''transform_output''].uri}}",
-          "\", \"--training_docker_uri=", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625",
+          "\", \"--training_docker_uri=", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625",
           "\", \"--feature_selection_result_path=", "{{$.inputs.artifacts[''feature_ranking''].uri}}",
           "\", \"--disable_early_stopping=", "{{$.inputs.parameters[''disable_early_stopping'']}}",
           "\", \"--tune_feature_selection_rate=", "{{$.inputs.parameters[''tune_feature_selection_rate'']}}",
@@ -9813,7 +9813,7 @@ deploymentSpec:
           \ *\n\ndef _bool_identity(value: bool) -> str:\n  \"\"\"Returns boolean\
           \ value.\n\n  Args:\n    value: Boolean value to return\n\n  Returns:\n\
           \    Boolean value.\n  \"\"\"\n  return 'true' if value else 'false'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-bool-identity-2:
       container:
         args:
@@ -9835,7 +9835,7 @@ deploymentSpec:
           \ *\n\ndef _bool_identity(value: bool) -> str:\n  \"\"\"Returns boolean\
           \ value.\n\n  Args:\n    value: Boolean value to return\n\n  Returns:\n\
           \    Boolean value.\n  \"\"\"\n  return 'true' if value else 'false'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-bool-identity-3:
       container:
         args:
@@ -9857,7 +9857,7 @@ deploymentSpec:
           \ *\n\ndef _bool_identity(value: bool) -> str:\n  \"\"\"Returns boolean\
           \ value.\n\n  Args:\n    value: Boolean value to return\n\n  Returns:\n\
           \    Boolean value.\n  \"\"\"\n  return 'true' if value else 'false'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-calculate-training-parameters:
       container:
         args:
@@ -9949,7 +9949,7 @@ deploymentSpec:
           \      stage_1_single_run_max_secs,\n      stage_2_deadline_hours,\n   \
           \   stage_2_single_run_max_secs,\n      distill_stage_1_deadline_hours,\n\
           \      reduce_search_space_mode,\n  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-calculate-training-parameters-2:
       container:
         args:
@@ -10041,7 +10041,7 @@ deploymentSpec:
           \      stage_1_single_run_max_secs,\n      stage_2_deadline_hours,\n   \
           \   stage_2_single_run_max_secs,\n      distill_stage_1_deadline_hours,\n\
           \      reduce_search_space_mode,\n  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-distillation-stage-feature-transform-engine:
       container:
         args:
@@ -10075,14 +10075,14 @@ deploymentSpec:
           "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/dataflow_tmp"]}'
         - '{"Concat": ["--dataflow_max_num_workers=", "{{$.inputs.parameters[''dataflow_max_num_workers'']}}"]}'
         - '{"Concat": ["--dataflow_machine_type=", "{{$.inputs.parameters[''dataflow_machine_type'']}}"]}'
-        - --dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625
+        - --dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625
         - '{"Concat": ["--dataflow_disk_size_gb=", "{{$.inputs.parameters[''dataflow_disk_size_gb'']}}"]}'
         - '{"Concat": ["--dataflow_subnetwork_fully_qualified=", "{{$.inputs.parameters[''dataflow_subnetwork'']}}"]}'
         - '{"Concat": ["--dataflow_use_public_ips=", "{{$.inputs.parameters[''dataflow_use_public_ips'']}}"]}'
         - '{"Concat": ["--dataflow_service_account=", "{{$.inputs.parameters[''dataflow_service_account'']}}"]}'
         - '{"Concat": ["--dataflow_kms_key=", "{{$.inputs.parameters[''encryption_spec_key_name'']}}"]}'
         - '{"Concat": ["--gcp_resources_path=", "{{$.outputs.parameters[''gcp_resources''].output_file}}"]}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
         resources:
           cpuLimit: 8.0
           memoryLimit: 30.0
@@ -10329,8 +10329,8 @@ deploymentSpec:
           "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/dataflow_tmp"]}'
         - '{"Concat": ["--dataflow_max_num_workers=", "{{$.inputs.parameters[''dataflow_max_num_workers'']}}"]}'
         - '{"Concat": ["--dataflow_machine_type=", "{{$.inputs.parameters[''dataflow_machine_type'']}}"]}'
-        - --dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625
-        - --feature_transform_engine_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        - --dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625
+        - --feature_transform_engine_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
         - '{"Concat": ["--dataflow_disk_size_gb=", "{{$.inputs.parameters[''dataflow_disk_size_gb'']}}"]}'
         - '{"Concat": ["--dataflow_subnetwork_fully_qualified=", "{{$.inputs.parameters[''dataflow_subnetwork'']}}"]}'
         - '{"Concat": ["--dataflow_use_public_ips=", "{{$.inputs.parameters[''dataflow_use_public_ips'']}}"]}'
@@ -10347,7 +10347,7 @@ deploymentSpec:
         - '{"IfPresent": {"InputName": "group_temporal_total_weight", "Then": {"Concat":
           ["--group_temporal_total_weight=", "{{$.inputs.parameters[''group_temporal_total_weight'']}}"]}}}'
         - '{"Concat": ["--encryption_spec_key_name=", "{{$.inputs.parameters[''encryption_spec_key_name'']}}"]}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
         resources:
           cpuLimit: 8.0
           memoryLimit: 30.0
@@ -10382,7 +10382,7 @@ deploymentSpec:
           \ collections.namedtuple(\n      'Outputs',\n      [\n          'bigquery_destination_output_uri',\n\
           \      ],\n  )(\n      f'{bigquery_staging_dataset_uri}.{table_prefix}{model_display_name}{curr_time}',\n\
           \  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-bigquery-destination-output-uri-2:
       container:
         args:
@@ -10414,7 +10414,7 @@ deploymentSpec:
           \ collections.namedtuple(\n      'Outputs',\n      [\n          'bigquery_destination_output_uri',\n\
           \      ],\n  )(\n      f'{bigquery_staging_dataset_uri}.{table_prefix}{model_display_name}{curr_time}',\n\
           \  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-bp-bq-output-table:
       container:
         args:
@@ -10442,7 +10442,7 @@ deploymentSpec:
           \n  return collections.namedtuple(\n      'Outputs',\n      [\n        \
           \  'bq_output_table_uri',\n      ],\n  )(\n      f\"{bp_job.metadata['bigqueryOutputDataset']}.{bp_job.metadata['bigqueryOutputTable']}\"\
           ,\n  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-bp-bq-output-table-2:
       container:
         args:
@@ -10470,7 +10470,7 @@ deploymentSpec:
           \n  return collections.namedtuple(\n      'Outputs',\n      [\n        \
           \  'bq_output_table_uri',\n      ],\n  )(\n      f\"{bp_job.metadata['bigqueryOutputDataset']}.{bp_job.metadata['bigqueryOutputTable']}\"\
           ,\n  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-model-display-name:
       container:
         args:
@@ -10497,7 +10497,7 @@ deploymentSpec:
           \n  return collections.namedtuple(\n      'Outputs',\n      [\n        \
           \  'model_display_name',\n      ],\n  )(\n      model_display_name,\n  )\n\
           \n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-transform-config-path:
       container:
         args:
@@ -10530,7 +10530,7 @@ deploymentSpec:
           \  )\n\n  return collections.namedtuple(\n      'Outputs',\n      [\n  \
           \        'transform_config_path',\n      ],\n  )(\n      transform_config_path,\n\
           \  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-importer:
       importer:
         artifactUri:
@@ -10564,7 +10564,7 @@ deploymentSpec:
           \ 'r') as f:\n    split_0_content = f.read()\n  with open(split_1, 'r')\
           \ as f:\n    split_1_content = f.read()\n  with open(splits, 'w') as f:\n\
           \    f.write(','.join([split_0_content, split_1_content]))\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-model-batch-explanation:
       container:
         args:
@@ -10606,7 +10606,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.13
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-model-batch-explanation-2:
       container:
         args:
@@ -10648,7 +10648,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.13
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-model-batch-explanation-3:
       container:
         args:
@@ -10690,7 +10690,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.13
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-model-batch-predict:
       container:
         args:
@@ -11303,7 +11303,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.17
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-model-upload-2:
       container:
         args:
@@ -11332,7 +11332,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.17
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-model-upload-3:
       container:
         args:
@@ -11361,7 +11361,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.17
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-set-optional-inputs:
       container:
         args:
@@ -11409,7 +11409,7 @@ deploymentSpec:
           \ 'data_source_csv_filenames',\n          'data_source_bigquery_table_path',\n\
           \      ],\n  )(\n      data_source_csv_filenames,\n      data_source_bigquery_table_path,\n\
           \  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-split-materialized-data:
       container:
         args:
@@ -11455,7 +11455,7 @@ deploymentSpec:
           \ 'w') as f:\n    f.write(file_patterns[0])\n\n  with tf.io.gfile.GFile(materialized_eval_split,\
           \ 'w') as f:\n    f.write(file_patterns[1])\n\n  with tf.io.gfile.GFile(materialized_test_split,\
           \ 'w') as f:\n    f.write(file_patterns[2])\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625
     exec-split-materialized-data-2:
       container:
         args:
@@ -11501,7 +11501,7 @@ deploymentSpec:
           \ 'w') as f:\n    f.write(file_patterns[0])\n\n  with tf.io.gfile.GFile(materialized_eval_split,\
           \ 'w') as f:\n    f.write(file_patterns[1])\n\n  with tf.io.gfile.GFile(materialized_test_split,\
           \ 'w') as f:\n    f.write(file_patterns[2])\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625
     exec-string-not-empty:
       container:
         args:
@@ -11525,7 +11525,7 @@ deploymentSpec:
           \n  Returns:\n    Boolean value. -> 'true' if empty, 'false' if not empty.\
           \ We need to use str\n    instead of bool due to a limitation in KFP compiler.\n\
           \  \"\"\"\n  return 'true' if value else 'false'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-training-configurator-and-validator:
       container:
         args:
@@ -11570,7 +11570,7 @@ deploymentSpec:
           ["--temporal_total_weight=", "{{$.inputs.parameters[''temporal_total_weight'']}}"]}}}'
         - '{"IfPresent": {"InputName": "group_temporal_total_weight", "Then": {"Concat":
           ["--group_temporal_total_weight=", "{{$.inputs.parameters[''group_temporal_total_weight'']}}"]}}}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
     exec-training-configurator-and-validator-2:
       container:
         args:
@@ -11615,7 +11615,7 @@ deploymentSpec:
           ["--temporal_total_weight=", "{{$.inputs.parameters[''temporal_total_weight'']}}"]}}}'
         - '{"IfPresent": {"InputName": "group_temporal_total_weight", "Then": {"Concat":
           ["--group_temporal_total_weight=", "{{$.inputs.parameters[''group_temporal_total_weight'']}}"]}}}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
 pipelineInfo:
   description: The AutoML Tabular pipeline v2.
   name: automl-tabular-v2
diff --git a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/distillation_stage_feature_transform_engine.py b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/distillation_stage_feature_transform_engine.py
index 225f997a137..aa895f7a23e 100644
--- a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/distillation_stage_feature_transform_engine.py
+++ b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/distillation_stage_feature_transform_engine.py
@@ -77,7 +77,7 @@ def distillation_stage_feature_transform_engine(
   # fmt: on
 
   return dsl.ContainerSpec(
-      image='us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625',
+      image='us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625',
       command=[],
       args=[
           'distillation_stage_feature_transform_engine',
@@ -185,7 +185,7 @@ def distillation_stage_feature_transform_engine(
                   dataflow_machine_type,
               ]
           ),
-          '--dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625',
+          '--dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625',
           dsl.ConcatPlaceholder(
               items=[
                   '--dataflow_disk_size_gb=',
diff --git a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/feature_selection.py b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/feature_selection.py
index caf61cbb790..f84a13bc78b 100644
--- a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/feature_selection.py
+++ b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/feature_selection.py
@@ -100,7 +100,7 @@ def tabular_feature_ranking_and_selection(
                       ' 1, "machine_spec": {"machine_type": "n1-standard-8"},'
                       ' "container_spec": {"image_uri":"'
                   ),
-                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625',
+                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625',
                   '", "args": ["feature_selection", "--data_source=',
                   data_source.uri,
                   '", "--target_column=',
@@ -137,7 +137,7 @@ def tabular_feature_ranking_and_selection(
                   ),
                   dataflow_max_num_workers,
                   '", "--dataflow_worker_container_image=',
-                  'us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625',
+                  'us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625',
                   '", "--dataflow_machine_type=',
                   dataflow_machine_type,
                   '", "--dataflow_disk_size_gb=',
diff --git a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/feature_selection_pipeline.yaml b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/feature_selection_pipeline.yaml
index b21083d2c42..5dd99653a0e 100644
--- a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/feature_selection_pipeline.yaml
+++ b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/feature_selection_pipeline.yaml
@@ -983,8 +983,8 @@ deploymentSpec:
           "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/dataflow_tmp"]}'
         - '{"Concat": ["--dataflow_max_num_workers=", "{{$.inputs.parameters[''dataflow_max_num_workers'']}}"]}'
         - '{"Concat": ["--dataflow_machine_type=", "{{$.inputs.parameters[''dataflow_machine_type'']}}"]}'
-        - --dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625
-        - --feature_transform_engine_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        - --dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625
+        - --feature_transform_engine_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
         - '{"Concat": ["--dataflow_disk_size_gb=", "{{$.inputs.parameters[''dataflow_disk_size_gb'']}}"]}'
         - '{"Concat": ["--dataflow_subnetwork_fully_qualified=", "{{$.inputs.parameters[''dataflow_subnetwork'']}}"]}'
         - '{"Concat": ["--dataflow_use_public_ips=", "{{$.inputs.parameters[''dataflow_use_public_ips'']}}"]}'
@@ -1001,7 +1001,7 @@ deploymentSpec:
         - '{"IfPresent": {"InputName": "group_temporal_total_weight", "Then": {"Concat":
           ["--group_temporal_total_weight=", "{{$.inputs.parameters[''group_temporal_total_weight'']}}"]}}}'
         - '{"Concat": ["--encryption_spec_key_name=", "{{$.inputs.parameters[''encryption_spec_key_name'']}}"]}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
         resources:
           cpuLimit: 8.0
           memoryLimit: 30.0
@@ -1049,7 +1049,7 @@ deploymentSpec:
           ["--temporal_total_weight=", "{{$.inputs.parameters[''temporal_total_weight'']}}"]}}}'
         - '{"IfPresent": {"InputName": "group_temporal_total_weight", "Then": {"Concat":
           ["--group_temporal_total_weight=", "{{$.inputs.parameters[''group_temporal_total_weight'']}}"]}}}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
 pipelineInfo:
   description: Defines pipeline for feature transform engine component.
   name: feature-selection
diff --git a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/feature_transform_engine.py b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/feature_transform_engine.py
index 0a1174299b4..08d2a178bfb 100644
--- a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/feature_transform_engine.py
+++ b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/feature_transform_engine.py
@@ -308,7 +308,7 @@ def feature_transform_engine(
   # fmt: on
 
   return dsl.ContainerSpec(
-      image='us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625',
+      image='us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625',
       command=[],
       args=[
           'feature_transform_engine',
@@ -637,8 +637,8 @@ def feature_transform_engine(
           dsl.ConcatPlaceholder(
               items=['--dataflow_machine_type=', dataflow_machine_type]
           ),
-          '--dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625',
-          '--feature_transform_engine_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625',
+          '--dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625',
+          '--feature_transform_engine_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625',
           dsl.ConcatPlaceholder(
               items=['--dataflow_disk_size_gb=', dataflow_disk_size_gb]
           ),
diff --git a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/tabnet_hyperparameter_tuning_job.py b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/tabnet_hyperparameter_tuning_job.py
index 7f1194939d1..e6996cc22c2 100644
--- a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/tabnet_hyperparameter_tuning_job.py
+++ b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/tabnet_hyperparameter_tuning_job.py
@@ -158,7 +158,7 @@ def tabnet_hyperparameter_tuning_job(
                   ', "disk_spec": ',
                   training_disk_spec,
                   ', "container_spec": {"image_uri":"',
-                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/tabnet-training:20240804_0625',
+                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/tabnet-training:20240808_0625',
                   '", "args": ["--target_column=',
                   target_column,
                   '", "--weight_column=',
@@ -166,7 +166,7 @@ def tabnet_hyperparameter_tuning_job(
                   '", "--model_type=',
                   prediction_type,
                   '", "--prediction_docker_uri=',
-                  'us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625',
+                  'us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625',
                   '", "--prediction_docker_uri_artifact_path=',
                   prediction_docker_uri_output,
                   '", "--baseline_path=',
diff --git a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/tabnet_hyperparameter_tuning_job_pipeline.yaml b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/tabnet_hyperparameter_tuning_job_pipeline.yaml
index ff3749cdb47..df7363e9158 100644
--- a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/tabnet_hyperparameter_tuning_job_pipeline.yaml
+++ b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/tabnet_hyperparameter_tuning_job_pipeline.yaml
@@ -2826,7 +2826,7 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"cancel_l2l_tuner\", \"--error_file_path=", "{{$.inputs.parameters[''root_dir'']}}",
           "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/error.pb\", \"--cleanup_lro_job_infos=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/lro\"]}}]}}"]}'
@@ -2841,7 +2841,7 @@ deploymentSpec:
         args:
         - --executor_input
         - '{{$}}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625
         resources:
           cpuLimit: 8.0
           memoryLimit: 52.0
@@ -2866,7 +2866,7 @@ deploymentSpec:
           \ *\n\ndef _bool_identity(value: bool) -> str:\n  \"\"\"Returns boolean\
           \ value.\n\n  Args:\n    value: Boolean value to return\n\n  Returns:\n\
           \    Boolean value.\n  \"\"\"\n  return 'true' if value else 'false'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-feature-transform-engine:
       container:
         args:
@@ -2951,8 +2951,8 @@ deploymentSpec:
           "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/dataflow_tmp"]}'
         - '{"Concat": ["--dataflow_max_num_workers=", "{{$.inputs.parameters[''dataflow_max_num_workers'']}}"]}'
         - '{"Concat": ["--dataflow_machine_type=", "{{$.inputs.parameters[''dataflow_machine_type'']}}"]}'
-        - --dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625
-        - --feature_transform_engine_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        - --dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625
+        - --feature_transform_engine_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
         - '{"Concat": ["--dataflow_disk_size_gb=", "{{$.inputs.parameters[''dataflow_disk_size_gb'']}}"]}'
         - '{"Concat": ["--dataflow_subnetwork_fully_qualified=", "{{$.inputs.parameters[''dataflow_subnetwork'']}}"]}'
         - '{"Concat": ["--dataflow_use_public_ips=", "{{$.inputs.parameters[''dataflow_use_public_ips'']}}"]}'
@@ -2969,7 +2969,7 @@ deploymentSpec:
         - '{"IfPresent": {"InputName": "group_temporal_total_weight", "Then": {"Concat":
           ["--group_temporal_total_weight=", "{{$.inputs.parameters[''group_temporal_total_weight'']}}"]}}}'
         - '{"Concat": ["--encryption_spec_key_name=", "{{$.inputs.parameters[''encryption_spec_key_name'']}}"]}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
         resources:
           cpuLimit: 8.0
           memoryLimit: 30.0
@@ -3037,7 +3037,7 @@ deploymentSpec:
           \ = {\n      'instanceSchemaUri': instance_schema_uri,\n      'predictionSchemaUri':\
           \ prediction_schema_uri,\n  }\n  unmanaged_container_model.uri = os.path.join(\n\
           \      trials_dir, 'trial_{}'.format(best_trial['id']), 'model'\n  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-model-display-name:
       container:
         args:
@@ -3064,7 +3064,7 @@ deploymentSpec:
           \n  return collections.namedtuple(\n      'Outputs',\n      [\n        \
           \  'model_display_name',\n      ],\n  )(\n      model_display_name,\n  )\n\
           \n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-tabnet-study-spec-parameters:
       container:
         args:
@@ -3580,7 +3580,7 @@ deploymentSpec:
           \ = ', '.join(extra_overrides)\n    warnings.warn(\n        f'The overrides\
           \ {extra_override_str} were not found in the params and '\n        'will\
           \ be ignored.'\n    )\n\n  return study_spec_parameters\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-model-batch-predict:
       container:
         args:
@@ -3821,7 +3821,7 @@ deploymentSpec:
           \   'training_disk_spec',\n          'eval_machine_spec',\n          'eval_replica_count',\n\
           \      ],\n  )(\n      training_machine_spec,\n      training_disk_spec,\n\
           \      eval_machine_spec,\n      eval_replica_count,\n  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-set-optional-inputs:
       container:
         args:
@@ -3869,7 +3869,7 @@ deploymentSpec:
           \ 'data_source_csv_filenames',\n          'data_source_bigquery_table_path',\n\
           \      ],\n  )(\n      data_source_csv_filenames,\n      data_source_bigquery_table_path,\n\
           \  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-split-materialized-data:
       container:
         args:
@@ -3915,7 +3915,7 @@ deploymentSpec:
           \ 'w') as f:\n    f.write(file_patterns[0])\n\n  with tf.io.gfile.GFile(materialized_eval_split,\
           \ 'w') as f:\n    f.write(file_patterns[1])\n\n  with tf.io.gfile.GFile(materialized_test_split,\
           \ 'w') as f:\n    f.write(file_patterns[2])\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625
     exec-tabnet-hyperparameter-tuning-job:
       container:
         args:
@@ -3943,11 +3943,11 @@ deploymentSpec:
           ", \"trial_job_spec\": {\"worker_pool_specs\": [{\"replica_count\":\"",
           "1", "\", \"machine_spec\": ", "{{$.inputs.parameters[''training_machine_spec'']}}",
           ", \"disk_spec\": ", "{{$.inputs.parameters[''training_disk_spec'']}}",
-          ", \"container_spec\": {\"image_uri\":\"", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/tabnet-training:20240804_0625",
+          ", \"container_spec\": {\"image_uri\":\"", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/tabnet-training:20240808_0625",
           "\", \"args\": [\"--target_column=", "{{$.inputs.parameters[''target_column'']}}",
           "\", \"--weight_column=", "{{$.inputs.parameters[''weight_column'']}}",
           "\", \"--model_type=", "{{$.inputs.parameters[''prediction_type'']}}", "\",
-          \"--prediction_docker_uri=", "us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625",
+          \"--prediction_docker_uri=", "us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625",
           "\", \"--prediction_docker_uri_artifact_path=", "{{$.outputs.parameters[''prediction_docker_uri_output''].output_file}}",
           "\", \"--baseline_path=", "{{$.inputs.artifacts[''instance_baseline''].uri}}",
           "\", \"--metadata_path=", "{{$.inputs.artifacts[''metadata''].uri}}", "\",
@@ -4016,7 +4016,7 @@ deploymentSpec:
           ["--temporal_total_weight=", "{{$.inputs.parameters[''temporal_total_weight'']}}"]}}}'
         - '{"IfPresent": {"InputName": "group_temporal_total_weight", "Then": {"Concat":
           ["--group_temporal_total_weight=", "{{$.inputs.parameters[''group_temporal_total_weight'']}}"]}}}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
 pipelineInfo:
   description: The TabNet built-in algorithm HyperparameterTuningJob pipeline.
   name: automl-tabular-tabnet-hyperparameter-tuning-job
diff --git a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/tabnet_trainer.py b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/tabnet_trainer.py
index b9d0ee0fa1f..9ed5b39714a 100644
--- a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/tabnet_trainer.py
+++ b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/tabnet_trainer.py
@@ -165,7 +165,7 @@ def tabnet_trainer(
                   ', "disk_spec": ',
                   training_disk_spec,
                   ', "container_spec": {"image_uri":"',
-                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/tabnet-training:20240804_0625',
+                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/tabnet-training:20240808_0625',
                   '", "args": ["--target_column=',
                   target_column,
                   '", "--weight_column=',
@@ -173,7 +173,7 @@ def tabnet_trainer(
                   '", "--model_type=',
                   prediction_type,
                   '", "--prediction_docker_uri=',
-                  'us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625',
+                  'us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625',
                   '", "--baseline_path=',
                   instance_baseline.uri,
                   '", "--metadata_path=',
diff --git a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/tabnet_trainer_pipeline.yaml b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/tabnet_trainer_pipeline.yaml
index b6d53dc3c37..b7a1ef0278e 100644
--- a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/tabnet_trainer_pipeline.yaml
+++ b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/tabnet_trainer_pipeline.yaml
@@ -2875,7 +2875,7 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"cancel_l2l_tuner\", \"--error_file_path=", "{{$.inputs.parameters[''root_dir'']}}",
           "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/error.pb\", \"--cleanup_lro_job_infos=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/lro\"]}}]}}"]}'
@@ -2890,7 +2890,7 @@ deploymentSpec:
         args:
         - --executor_input
         - '{{$}}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625
         resources:
           cpuLimit: 8.0
           memoryLimit: 52.0
@@ -2915,7 +2915,7 @@ deploymentSpec:
           \ *\n\ndef _bool_identity(value: bool) -> str:\n  \"\"\"Returns boolean\
           \ value.\n\n  Args:\n    value: Boolean value to return\n\n  Returns:\n\
           \    Boolean value.\n  \"\"\"\n  return 'true' if value else 'false'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-feature-transform-engine:
       container:
         args:
@@ -3000,8 +3000,8 @@ deploymentSpec:
           "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/dataflow_tmp"]}'
         - '{"Concat": ["--dataflow_max_num_workers=", "{{$.inputs.parameters[''dataflow_max_num_workers'']}}"]}'
         - '{"Concat": ["--dataflow_machine_type=", "{{$.inputs.parameters[''dataflow_machine_type'']}}"]}'
-        - --dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625
-        - --feature_transform_engine_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        - --dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625
+        - --feature_transform_engine_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
         - '{"Concat": ["--dataflow_disk_size_gb=", "{{$.inputs.parameters[''dataflow_disk_size_gb'']}}"]}'
         - '{"Concat": ["--dataflow_subnetwork_fully_qualified=", "{{$.inputs.parameters[''dataflow_subnetwork'']}}"]}'
         - '{"Concat": ["--dataflow_use_public_ips=", "{{$.inputs.parameters[''dataflow_use_public_ips'']}}"]}'
@@ -3018,7 +3018,7 @@ deploymentSpec:
         - '{"IfPresent": {"InputName": "group_temporal_total_weight", "Then": {"Concat":
           ["--group_temporal_total_weight=", "{{$.inputs.parameters[''group_temporal_total_weight'']}}"]}}}'
         - '{"Concat": ["--encryption_spec_key_name=", "{{$.inputs.parameters[''encryption_spec_key_name'']}}"]}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
         resources:
           cpuLimit: 8.0
           memoryLimit: 30.0
@@ -3048,7 +3048,7 @@ deploymentSpec:
           \n  return collections.namedtuple(\n      'Outputs',\n      [\n        \
           \  'model_display_name',\n      ],\n  )(\n      model_display_name,\n  )\n\
           \n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-model-batch-predict:
       container:
         args:
@@ -3289,7 +3289,7 @@ deploymentSpec:
           \   'training_disk_spec',\n          'eval_machine_spec',\n          'eval_replica_count',\n\
           \      ],\n  )(\n      training_machine_spec,\n      training_disk_spec,\n\
           \      eval_machine_spec,\n      eval_replica_count,\n  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-set-optional-inputs:
       container:
         args:
@@ -3337,7 +3337,7 @@ deploymentSpec:
           \ 'data_source_csv_filenames',\n          'data_source_bigquery_table_path',\n\
           \      ],\n  )(\n      data_source_csv_filenames,\n      data_source_bigquery_table_path,\n\
           \  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-split-materialized-data:
       container:
         args:
@@ -3383,7 +3383,7 @@ deploymentSpec:
           \ 'w') as f:\n    f.write(file_patterns[0])\n\n  with tf.io.gfile.GFile(materialized_eval_split,\
           \ 'w') as f:\n    f.write(file_patterns[1])\n\n  with tf.io.gfile.GFile(materialized_test_split,\
           \ 'w') as f:\n    f.write(file_patterns[2])\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625
     exec-tabnet-trainer:
       container:
         args:
@@ -3401,11 +3401,11 @@ deploymentSpec:
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\":\"", "1",
           "\", \"machine_spec\": ", "{{$.inputs.parameters[''training_machine_spec'']}}",
           ", \"disk_spec\": ", "{{$.inputs.parameters[''training_disk_spec'']}}",
-          ", \"container_spec\": {\"image_uri\":\"", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/tabnet-training:20240804_0625",
+          ", \"container_spec\": {\"image_uri\":\"", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/tabnet-training:20240808_0625",
           "\", \"args\": [\"--target_column=", "{{$.inputs.parameters[''target_column'']}}",
           "\", \"--weight_column=", "{{$.inputs.parameters[''weight_column'']}}",
           "\", \"--model_type=", "{{$.inputs.parameters[''prediction_type'']}}", "\",
-          \"--prediction_docker_uri=", "us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625",
+          \"--prediction_docker_uri=", "us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625",
           "\", \"--baseline_path=", "{{$.inputs.artifacts[''instance_baseline''].uri}}",
           "\", \"--metadata_path=", "{{$.inputs.artifacts[''metadata''].uri}}", "\",
           \"--transform_output_path=", "{{$.inputs.artifacts[''transform_output''].uri}}",
@@ -3492,7 +3492,7 @@ deploymentSpec:
           ["--temporal_total_weight=", "{{$.inputs.parameters[''temporal_total_weight'']}}"]}}}'
         - '{"IfPresent": {"InputName": "group_temporal_total_weight", "Then": {"Concat":
           ["--group_temporal_total_weight=", "{{$.inputs.parameters[''group_temporal_total_weight'']}}"]}}}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
 pipelineInfo:
   description: 'Train a model using the Tabular Workflow for TabNet pipelines.
 
diff --git a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/wide_and_deep_hyperparameter_tuning_job.py b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/wide_and_deep_hyperparameter_tuning_job.py
index c6b855aa4fc..df7a03d25a8 100644
--- a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/wide_and_deep_hyperparameter_tuning_job.py
+++ b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/wide_and_deep_hyperparameter_tuning_job.py
@@ -158,7 +158,7 @@ def wide_and_deep_hyperparameter_tuning_job(
                   ', "disk_spec": ',
                   training_disk_spec,
                   ', "container_spec": {"image_uri":"',
-                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/wide-and-deep-training:20240804_0625',
+                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/wide-and-deep-training:20240808_0625',
                   '", "args": ["--target_column=',
                   target_column,
                   '", "--weight_column=',
@@ -166,7 +166,7 @@ def wide_and_deep_hyperparameter_tuning_job(
                   '", "--model_type=',
                   prediction_type,
                   '", "--prediction_docker_uri=',
-                  'us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625',
+                  'us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625',
                   '", "--prediction_docker_uri_artifact_path=',
                   prediction_docker_uri_output,
                   '", "--baseline_path=',
diff --git a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/wide_and_deep_hyperparameter_tuning_job_pipeline.yaml b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/wide_and_deep_hyperparameter_tuning_job_pipeline.yaml
index 97832a556cb..38b4c4df5c4 100644
--- a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/wide_and_deep_hyperparameter_tuning_job_pipeline.yaml
+++ b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/wide_and_deep_hyperparameter_tuning_job_pipeline.yaml
@@ -2632,7 +2632,7 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"cancel_l2l_tuner\", \"--error_file_path=", "{{$.inputs.parameters[''root_dir'']}}",
           "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/error.pb\", \"--cleanup_lro_job_infos=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/lro\"]}}]}}"]}'
@@ -2647,7 +2647,7 @@ deploymentSpec:
         args:
         - --executor_input
         - '{{$}}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625
         resources:
           cpuLimit: 8.0
           memoryLimit: 52.0
@@ -2672,7 +2672,7 @@ deploymentSpec:
           \ *\n\ndef _bool_identity(value: bool) -> str:\n  \"\"\"Returns boolean\
           \ value.\n\n  Args:\n    value: Boolean value to return\n\n  Returns:\n\
           \    Boolean value.\n  \"\"\"\n  return 'true' if value else 'false'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-feature-transform-engine:
       container:
         args:
@@ -2757,8 +2757,8 @@ deploymentSpec:
           "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/dataflow_tmp"]}'
         - '{"Concat": ["--dataflow_max_num_workers=", "{{$.inputs.parameters[''dataflow_max_num_workers'']}}"]}'
         - '{"Concat": ["--dataflow_machine_type=", "{{$.inputs.parameters[''dataflow_machine_type'']}}"]}'
-        - --dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625
-        - --feature_transform_engine_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        - --dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625
+        - --feature_transform_engine_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
         - '{"Concat": ["--dataflow_disk_size_gb=", "{{$.inputs.parameters[''dataflow_disk_size_gb'']}}"]}'
         - '{"Concat": ["--dataflow_subnetwork_fully_qualified=", "{{$.inputs.parameters[''dataflow_subnetwork'']}}"]}'
         - '{"Concat": ["--dataflow_use_public_ips=", "{{$.inputs.parameters[''dataflow_use_public_ips'']}}"]}'
@@ -2775,7 +2775,7 @@ deploymentSpec:
         - '{"IfPresent": {"InputName": "group_temporal_total_weight", "Then": {"Concat":
           ["--group_temporal_total_weight=", "{{$.inputs.parameters[''group_temporal_total_weight'']}}"]}}}'
         - '{"Concat": ["--encryption_spec_key_name=", "{{$.inputs.parameters[''encryption_spec_key_name'']}}"]}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
         resources:
           cpuLimit: 8.0
           memoryLimit: 30.0
@@ -2843,7 +2843,7 @@ deploymentSpec:
           \ = {\n      'instanceSchemaUri': instance_schema_uri,\n      'predictionSchemaUri':\
           \ prediction_schema_uri,\n  }\n  unmanaged_container_model.uri = os.path.join(\n\
           \      trials_dir, 'trial_{}'.format(best_trial['id']), 'model'\n  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-model-display-name:
       container:
         args:
@@ -2870,7 +2870,7 @@ deploymentSpec:
           \n  return collections.namedtuple(\n      'Outputs',\n      [\n        \
           \  'model_display_name',\n      ],\n  )(\n      model_display_name,\n  )\n\
           \n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-wide-and-deep-study-spec-parameters:
       container:
         args:
@@ -3147,7 +3147,7 @@ deploymentSpec:
           \   'training_disk_spec',\n          'eval_machine_spec',\n          'eval_replica_count',\n\
           \      ],\n  )(\n      training_machine_spec,\n      training_disk_spec,\n\
           \      eval_machine_spec,\n      eval_replica_count,\n  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-set-optional-inputs:
       container:
         args:
@@ -3195,7 +3195,7 @@ deploymentSpec:
           \ 'data_source_csv_filenames',\n          'data_source_bigquery_table_path',\n\
           \      ],\n  )(\n      data_source_csv_filenames,\n      data_source_bigquery_table_path,\n\
           \  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-split-materialized-data:
       container:
         args:
@@ -3241,7 +3241,7 @@ deploymentSpec:
           \ 'w') as f:\n    f.write(file_patterns[0])\n\n  with tf.io.gfile.GFile(materialized_eval_split,\
           \ 'w') as f:\n    f.write(file_patterns[1])\n\n  with tf.io.gfile.GFile(materialized_test_split,\
           \ 'w') as f:\n    f.write(file_patterns[2])\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625
     exec-training-configurator-and-validator:
       container:
         args:
@@ -3286,7 +3286,7 @@ deploymentSpec:
           ["--temporal_total_weight=", "{{$.inputs.parameters[''temporal_total_weight'']}}"]}}}'
         - '{"IfPresent": {"InputName": "group_temporal_total_weight", "Then": {"Concat":
           ["--group_temporal_total_weight=", "{{$.inputs.parameters[''group_temporal_total_weight'']}}"]}}}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
     exec-wide-and-deep-hyperparameter-tuning-job:
       container:
         args:
@@ -3314,11 +3314,11 @@ deploymentSpec:
           ", \"trial_job_spec\": {\"worker_pool_specs\": [{\"replica_count\":\"",
           "1", "\", \"machine_spec\": ", "{{$.inputs.parameters[''training_machine_spec'']}}",
           ", \"disk_spec\": ", "{{$.inputs.parameters[''training_disk_spec'']}}",
-          ", \"container_spec\": {\"image_uri\":\"", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/wide-and-deep-training:20240804_0625",
+          ", \"container_spec\": {\"image_uri\":\"", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/wide-and-deep-training:20240808_0625",
           "\", \"args\": [\"--target_column=", "{{$.inputs.parameters[''target_column'']}}",
           "\", \"--weight_column=", "{{$.inputs.parameters[''weight_column'']}}",
           "\", \"--model_type=", "{{$.inputs.parameters[''prediction_type'']}}", "\",
-          \"--prediction_docker_uri=", "us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625",
+          \"--prediction_docker_uri=", "us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625",
           "\", \"--prediction_docker_uri_artifact_path=", "{{$.outputs.parameters[''prediction_docker_uri_output''].output_file}}",
           "\", \"--baseline_path=", "{{$.inputs.artifacts[''instance_baseline''].uri}}",
           "\", \"--metadata_path=", "{{$.inputs.artifacts[''metadata''].uri}}", "\",
diff --git a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/wide_and_deep_trainer.py b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/wide_and_deep_trainer.py
index ca4b8e25bb6..262f58b74dc 100644
--- a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/wide_and_deep_trainer.py
+++ b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/wide_and_deep_trainer.py
@@ -161,7 +161,7 @@ def wide_and_deep_trainer(
                   ', "disk_spec": ',
                   training_disk_spec,
                   ', "container_spec": {"image_uri":"',
-                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/wide-and-deep-training:20240804_0625',
+                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/wide-and-deep-training:20240808_0625',
                   '", "args": ["--target_column=',
                   target_column,
                   '", "--weight_column=',
@@ -169,7 +169,7 @@ def wide_and_deep_trainer(
                   '", "--model_type=',
                   prediction_type,
                   '", "--prediction_docker_uri=',
-                  'us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625',
+                  'us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625',
                   '", "--baseline_path=',
                   instance_baseline.uri,
                   '", "--metadata_path=',
diff --git a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/wide_and_deep_trainer_pipeline.yaml b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/wide_and_deep_trainer_pipeline.yaml
index a69bc88d161..245933c307e 100644
--- a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/wide_and_deep_trainer_pipeline.yaml
+++ b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/wide_and_deep_trainer_pipeline.yaml
@@ -2674,7 +2674,7 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"cancel_l2l_tuner\", \"--error_file_path=", "{{$.inputs.parameters[''root_dir'']}}",
           "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/error.pb\", \"--cleanup_lro_job_infos=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/lro\"]}}]}}"]}'
@@ -2689,7 +2689,7 @@ deploymentSpec:
         args:
         - --executor_input
         - '{{$}}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625
         resources:
           cpuLimit: 8.0
           memoryLimit: 52.0
@@ -2714,7 +2714,7 @@ deploymentSpec:
           \ *\n\ndef _bool_identity(value: bool) -> str:\n  \"\"\"Returns boolean\
           \ value.\n\n  Args:\n    value: Boolean value to return\n\n  Returns:\n\
           \    Boolean value.\n  \"\"\"\n  return 'true' if value else 'false'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-feature-transform-engine:
       container:
         args:
@@ -2799,8 +2799,8 @@ deploymentSpec:
           "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/dataflow_tmp"]}'
         - '{"Concat": ["--dataflow_max_num_workers=", "{{$.inputs.parameters[''dataflow_max_num_workers'']}}"]}'
         - '{"Concat": ["--dataflow_machine_type=", "{{$.inputs.parameters[''dataflow_machine_type'']}}"]}'
-        - --dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625
-        - --feature_transform_engine_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        - --dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625
+        - --feature_transform_engine_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
         - '{"Concat": ["--dataflow_disk_size_gb=", "{{$.inputs.parameters[''dataflow_disk_size_gb'']}}"]}'
         - '{"Concat": ["--dataflow_subnetwork_fully_qualified=", "{{$.inputs.parameters[''dataflow_subnetwork'']}}"]}'
         - '{"Concat": ["--dataflow_use_public_ips=", "{{$.inputs.parameters[''dataflow_use_public_ips'']}}"]}'
@@ -2817,7 +2817,7 @@ deploymentSpec:
         - '{"IfPresent": {"InputName": "group_temporal_total_weight", "Then": {"Concat":
           ["--group_temporal_total_weight=", "{{$.inputs.parameters[''group_temporal_total_weight'']}}"]}}}'
         - '{"Concat": ["--encryption_spec_key_name=", "{{$.inputs.parameters[''encryption_spec_key_name'']}}"]}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
         resources:
           cpuLimit: 8.0
           memoryLimit: 30.0
@@ -2847,7 +2847,7 @@ deploymentSpec:
           \n  return collections.namedtuple(\n      'Outputs',\n      [\n        \
           \  'model_display_name',\n      ],\n  )(\n      model_display_name,\n  )\n\
           \n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-model-batch-predict:
       container:
         args:
@@ -3040,7 +3040,7 @@ deploymentSpec:
           \   'training_disk_spec',\n          'eval_machine_spec',\n          'eval_replica_count',\n\
           \      ],\n  )(\n      training_machine_spec,\n      training_disk_spec,\n\
           \      eval_machine_spec,\n      eval_replica_count,\n  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-set-optional-inputs:
       container:
         args:
@@ -3088,7 +3088,7 @@ deploymentSpec:
           \ 'data_source_csv_filenames',\n          'data_source_bigquery_table_path',\n\
           \      ],\n  )(\n      data_source_csv_filenames,\n      data_source_bigquery_table_path,\n\
           \  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-split-materialized-data:
       container:
         args:
@@ -3134,7 +3134,7 @@ deploymentSpec:
           \ 'w') as f:\n    f.write(file_patterns[0])\n\n  with tf.io.gfile.GFile(materialized_eval_split,\
           \ 'w') as f:\n    f.write(file_patterns[1])\n\n  with tf.io.gfile.GFile(materialized_test_split,\
           \ 'w') as f:\n    f.write(file_patterns[2])\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625
     exec-training-configurator-and-validator:
       container:
         args:
@@ -3179,7 +3179,7 @@ deploymentSpec:
           ["--temporal_total_weight=", "{{$.inputs.parameters[''temporal_total_weight'']}}"]}}}'
         - '{"IfPresent": {"InputName": "group_temporal_total_weight", "Then": {"Concat":
           ["--group_temporal_total_weight=", "{{$.inputs.parameters[''group_temporal_total_weight'']}}"]}}}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
     exec-wide-and-deep-trainer:
       container:
         args:
@@ -3197,11 +3197,11 @@ deploymentSpec:
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\":\"", "1",
           "\", \"machine_spec\": ", "{{$.inputs.parameters[''training_machine_spec'']}}",
           ", \"disk_spec\": ", "{{$.inputs.parameters[''training_disk_spec'']}}",
-          ", \"container_spec\": {\"image_uri\":\"", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/wide-and-deep-training:20240804_0625",
+          ", \"container_spec\": {\"image_uri\":\"", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/wide-and-deep-training:20240808_0625",
           "\", \"args\": [\"--target_column=", "{{$.inputs.parameters[''target_column'']}}",
           "\", \"--weight_column=", "{{$.inputs.parameters[''weight_column'']}}",
           "\", \"--model_type=", "{{$.inputs.parameters[''prediction_type'']}}", "\",
-          \"--prediction_docker_uri=", "us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625",
+          \"--prediction_docker_uri=", "us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625",
           "\", \"--baseline_path=", "{{$.inputs.artifacts[''instance_baseline''].uri}}",
           "\", \"--metadata_path=", "{{$.inputs.artifacts[''metadata''].uri}}", "\",
           \"--transform_output_path=", "{{$.inputs.artifacts[''transform_output''].uri}}",
diff --git a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/xgboost_hyperparameter_tuning_job_pipeline.yaml b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/xgboost_hyperparameter_tuning_job_pipeline.yaml
index 029ec487b56..ce1cd67845e 100644
--- a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/xgboost_hyperparameter_tuning_job_pipeline.yaml
+++ b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/xgboost_hyperparameter_tuning_job_pipeline.yaml
@@ -2620,7 +2620,7 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"cancel_l2l_tuner\", \"--error_file_path=", "{{$.inputs.parameters[''root_dir'']}}",
           "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/error.pb\", \"--cleanup_lro_job_infos=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/lro\"]}}]}}"]}'
@@ -2651,7 +2651,7 @@ deploymentSpec:
           \ *\n\ndef _bool_identity(value: bool) -> str:\n  \"\"\"Returns boolean\
           \ value.\n\n  Args:\n    value: Boolean value to return\n\n  Returns:\n\
           \    Boolean value.\n  \"\"\"\n  return 'true' if value else 'false'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-feature-transform-engine:
       container:
         args:
@@ -2736,8 +2736,8 @@ deploymentSpec:
           "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/dataflow_tmp"]}'
         - '{"Concat": ["--dataflow_max_num_workers=", "{{$.inputs.parameters[''dataflow_max_num_workers'']}}"]}'
         - '{"Concat": ["--dataflow_machine_type=", "{{$.inputs.parameters[''dataflow_machine_type'']}}"]}'
-        - --dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625
-        - --feature_transform_engine_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        - --dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625
+        - --feature_transform_engine_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
         - '{"Concat": ["--dataflow_disk_size_gb=", "{{$.inputs.parameters[''dataflow_disk_size_gb'']}}"]}'
         - '{"Concat": ["--dataflow_subnetwork_fully_qualified=", "{{$.inputs.parameters[''dataflow_subnetwork'']}}"]}'
         - '{"Concat": ["--dataflow_use_public_ips=", "{{$.inputs.parameters[''dataflow_use_public_ips'']}}"]}'
@@ -2754,7 +2754,7 @@ deploymentSpec:
         - '{"IfPresent": {"InputName": "group_temporal_total_weight", "Then": {"Concat":
           ["--group_temporal_total_weight=", "{{$.inputs.parameters[''group_temporal_total_weight'']}}"]}}}'
         - '{"Concat": ["--encryption_spec_key_name=", "{{$.inputs.parameters[''encryption_spec_key_name'']}}"]}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
         resources:
           cpuLimit: 8.0
           memoryLimit: 30.0
@@ -2818,7 +2818,7 @@ deploymentSpec:
           \    return re.sub(r'^/gcs/', r'gs://', path)\n\n  master_worker_pool_spec\
           \ = {\n      'replica_count': 1,\n      'machine_spec': {\n          'machine_type':\
           \ machine_type,\n      },\n      'container_spec': {\n          'image_uri':\
-          \ 'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/xgboost-training:20240804_0625',\n\
+          \ 'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/xgboost-training:20240808_0625',\n\
           \          'args': [\n              f'--job_dir={get_gcs_path(job_dir)}',\n\
           \              f'--instance_schema_path={get_gcs_path(instance_schema_uri)}',\n\
           \              f'--prediction_schema_path={get_gcs_path(prediction_schema_uri)}',\n\
@@ -2831,7 +2831,7 @@ deploymentSpec:
           \              f'--baseline_path={get_gcs_path(instance_baseline)}',\n \
           \             f'--eval_metric={eval_metric}',\n              f'--disable_default_eval_metric={disable_default_eval_metric}',\n\
           \              f'--seed={seed}',\n              f'--seed_per_iteration={seed_per_iteration}',\n\
-          \              '--prediction_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/xgboost-prediction-server:20240804_0625',\n\
+          \              '--prediction_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/xgboost-prediction-server:20240808_0625',\n\
           \          ],\n      },\n  }\n\n  # Add optional arguments if set\n  if\
           \ weight_column:\n    master_worker_pool_spec['container_spec']['args'].append(\n\
           \        f'--weight_column={weight_column}'\n    )\n\n  # Add accelerator_type\
@@ -2850,7 +2850,7 @@ deploymentSpec:
           \      ],\n  )(\n      worker_pool_specs_lst,\n      get_gcs_path(instance_schema_uri),\n\
           \      get_gcs_path(prediction_schema_uri),\n      get_gcs_path(trials),\n\
           \      get_gcs_path(prediction_docker_uri_output),\n  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-best-hyperparameter-tuning-job-trial:
       container:
         args:
@@ -2915,7 +2915,7 @@ deploymentSpec:
           \ = {\n      'instanceSchemaUri': instance_schema_uri,\n      'predictionSchemaUri':\
           \ prediction_schema_uri,\n  }\n  unmanaged_container_model.uri = os.path.join(\n\
           \      trials_dir, 'trial_{}'.format(best_trial['id']), 'model'\n  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-model-display-name:
       container:
         args:
@@ -2942,7 +2942,7 @@ deploymentSpec:
           \n  return collections.namedtuple(\n      'Outputs',\n      [\n        \
           \  'model_display_name',\n      ],\n  )(\n      model_display_name,\n  )\n\
           \n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-prediction-type-for-xgboost:
       container:
         args:
@@ -2971,7 +2971,7 @@ deploymentSpec:
           \ Must be one of'\n        ' [reg:squarederror, reg:squaredlogerror, reg:logistic,\
           \ reg:gamma,'\n        ' reg:tweedie, reg:pseudohubererror, binary:logistic,'\n\
           \        ' multi:softprob].'\n    )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-xgboost-study-spec-parameters:
       container:
         args:
@@ -3546,7 +3546,7 @@ deploymentSpec:
           \ 'data_source_csv_filenames',\n          'data_source_bigquery_table_path',\n\
           \      ],\n  )(\n      data_source_csv_filenames,\n      data_source_bigquery_table_path,\n\
           \  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-split-materialized-data:
       container:
         args:
@@ -3592,7 +3592,7 @@ deploymentSpec:
           \ 'w') as f:\n    f.write(file_patterns[0])\n\n  with tf.io.gfile.GFile(materialized_eval_split,\
           \ 'w') as f:\n    f.write(file_patterns[1])\n\n  with tf.io.gfile.GFile(materialized_test_split,\
           \ 'w') as f:\n    f.write(file_patterns[2])\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625
     exec-training-configurator-and-validator:
       container:
         args:
@@ -3637,7 +3637,7 @@ deploymentSpec:
           ["--temporal_total_weight=", "{{$.inputs.parameters[''temporal_total_weight'']}}"]}}}'
         - '{"IfPresent": {"InputName": "group_temporal_total_weight", "Then": {"Concat":
           ["--group_temporal_total_weight=", "{{$.inputs.parameters[''group_temporal_total_weight'']}}"]}}}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
     exec-xgboost-hyperparameter-tuning-job:
       container:
         args:
diff --git a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/xgboost_trainer_pipeline.yaml b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/xgboost_trainer_pipeline.yaml
index 99b93f5def1..247c45853d3 100644
--- a/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/xgboost_trainer_pipeline.yaml
+++ b/components/google-cloud/google_cloud_pipeline_components/preview/automl/tabular/xgboost_trainer_pipeline.yaml
@@ -2844,7 +2844,7 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"cancel_l2l_tuner\", \"--error_file_path=", "{{$.inputs.parameters[''root_dir'']}}",
           "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/error.pb\", \"--cleanup_lro_job_infos=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/lro\"]}}]}}"]}'
@@ -2875,7 +2875,7 @@ deploymentSpec:
           \ *\n\ndef _bool_identity(value: bool) -> str:\n  \"\"\"Returns boolean\
           \ value.\n\n  Args:\n    value: Boolean value to return\n\n  Returns:\n\
           \    Boolean value.\n  \"\"\"\n  return 'true' if value else 'false'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-feature-transform-engine:
       container:
         args:
@@ -2960,8 +2960,8 @@ deploymentSpec:
           "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/dataflow_tmp"]}'
         - '{"Concat": ["--dataflow_max_num_workers=", "{{$.inputs.parameters[''dataflow_max_num_workers'']}}"]}'
         - '{"Concat": ["--dataflow_machine_type=", "{{$.inputs.parameters[''dataflow_machine_type'']}}"]}'
-        - --dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625
-        - --feature_transform_engine_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        - --dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625
+        - --feature_transform_engine_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
         - '{"Concat": ["--dataflow_disk_size_gb=", "{{$.inputs.parameters[''dataflow_disk_size_gb'']}}"]}'
         - '{"Concat": ["--dataflow_subnetwork_fully_qualified=", "{{$.inputs.parameters[''dataflow_subnetwork'']}}"]}'
         - '{"Concat": ["--dataflow_use_public_ips=", "{{$.inputs.parameters[''dataflow_use_public_ips'']}}"]}'
@@ -2978,7 +2978,7 @@ deploymentSpec:
         - '{"IfPresent": {"InputName": "group_temporal_total_weight", "Then": {"Concat":
           ["--group_temporal_total_weight=", "{{$.inputs.parameters[''group_temporal_total_weight'']}}"]}}}'
         - '{"Concat": ["--encryption_spec_key_name=", "{{$.inputs.parameters[''encryption_spec_key_name'']}}"]}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
         resources:
           cpuLimit: 8.0
           memoryLimit: 30.0
@@ -3098,10 +3098,10 @@ deploymentSpec:
           \ worker pool specs.\n  \"\"\"\n  import copy\n  import collections\n  import\
           \ os\n  import re\n\n  def get_gcs_path(path):\n    return re.sub(r'/gcs/',\
           \ 'gs://', path)\n\n  formatted_job_dir = get_gcs_path(job_dir)\n  prediction_docker_uri\
-          \ = (\n      'us-docker.pkg.dev/vertex-ai/automl-tabular/xgboost-prediction-server:20240804_0625'\n\
+          \ = (\n      'us-docker.pkg.dev/vertex-ai/automl-tabular/xgboost-prediction-server:20240808_0625'\n\
           \  )\n  master_worker_pool_spec = {\n      'replica_count': 1,\n      'machine_spec':\
           \ {\n          'machine_type': machine_type,\n      },\n      'container_spec':\
-          \ {\n          'image_uri': 'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/xgboost-training:20240804_0625',\n\
+          \ {\n          'image_uri': 'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/xgboost-training:20240808_0625',\n\
           \          'args': [\n              f'--job_dir={formatted_job_dir}',\n\
           \              f'--target_column={target_column}',\n              f'--objective={objective}',\n\
           \              f'--training_data_path={get_gcs_path(materialized_train_split)}',\n\
@@ -3159,7 +3159,7 @@ deploymentSpec:
           \      'predictionSchemaUri': os.path.join(model_dir, 'prediction_schema.yaml'),\n\
           \  }\n  unmanaged_container_model.uri = model_dir\n\n  return collections.namedtuple('Outputs',\
           \ ['worker_pool_specs'])(\n      worker_pool_specs_lst\n  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-model-display-name:
       container:
         args:
@@ -3186,7 +3186,7 @@ deploymentSpec:
           \n  return collections.namedtuple(\n      'Outputs',\n      [\n        \
           \  'model_display_name',\n      ],\n  )(\n      model_display_name,\n  )\n\
           \n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-prediction-type-for-xgboost:
       container:
         args:
@@ -3215,7 +3215,7 @@ deploymentSpec:
           \ Must be one of'\n        ' [reg:squarederror, reg:squaredlogerror, reg:logistic,\
           \ reg:gamma,'\n        ' reg:tweedie, reg:pseudohubererror, binary:logistic,'\n\
           \        ' multi:softprob].'\n    )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-model-batch-predict:
       container:
         args:
@@ -3407,7 +3407,7 @@ deploymentSpec:
           \ 'data_source_csv_filenames',\n          'data_source_bigquery_table_path',\n\
           \      ],\n  )(\n      data_source_csv_filenames,\n      data_source_bigquery_table_path,\n\
           \  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-split-materialized-data:
       container:
         args:
@@ -3453,7 +3453,7 @@ deploymentSpec:
           \ 'w') as f:\n    f.write(file_patterns[0])\n\n  with tf.io.gfile.GFile(materialized_eval_split,\
           \ 'w') as f:\n    f.write(file_patterns[1])\n\n  with tf.io.gfile.GFile(materialized_test_split,\
           \ 'w') as f:\n    f.write(file_patterns[2])\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625
     exec-training-configurator-and-validator:
       container:
         args:
@@ -3498,7 +3498,7 @@ deploymentSpec:
           ["--temporal_total_weight=", "{{$.inputs.parameters[''temporal_total_weight'']}}"]}}}'
         - '{"IfPresent": {"InputName": "group_temporal_total_weight", "Then": {"Concat":
           ["--group_temporal_total_weight=", "{{$.inputs.parameters[''group_temporal_total_weight'']}}"]}}}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
     exec-xgboost-trainer:
       container:
         args:
diff --git a/components/google-cloud/google_cloud_pipeline_components/preview/compiler/__init__.py b/components/google-cloud/google_cloud_pipeline_components/preview/compiler/__init__.py
deleted file mode 100644
index a12db98c92e..00000000000
--- a/components/google-cloud/google_cloud_pipeline_components/preview/compiler/__init__.py
+++ /dev/null
@@ -1,7 +0,0 @@
-"""KFP DSL compiler with Vertex Specific Features."""
-
-__all__ = [
-    'Compiler',
-]
-
-from google_cloud_pipeline_components.preview.compiler.compiler import Compiler
diff --git a/components/google-cloud/google_cloud_pipeline_components/preview/compiler/compiler.py b/components/google-cloud/google_cloud_pipeline_components/preview/compiler/compiler.py
deleted file mode 100644
index b8a24ee2578..00000000000
--- a/components/google-cloud/google_cloud_pipeline_components/preview/compiler/compiler.py
+++ /dev/null
@@ -1,189 +0,0 @@
-"""KFP DSL compiler with Vertex Specific Features.
-
-This compiler is intended to compile PipelineSpec with Vertex Specifc features.
-
-To ensure full compatibility with Vertex specifc functionalities,
-Google first party pipelines should utilize this version of compiler.
-"""
-
-import os
-from os import path
-from typing import Any, Dict, Optional
-
-from absl import logging
-from google.protobuf import json_format
-from google_cloud_pipeline_components.proto import template_metadata_pb2
-from kfp import compiler as kfp_compiler
-from kfp.dsl import base_component
-from kfp.pipeline_spec import pipeline_spec_pb2
-import yaml
-
-
-class Compiler:
-  """Compiles pipelines composed using the KFP SDK DSL to a YAML pipeline definition.
-
-  The pipeline definition is `PipelineSpec IR
-  <https://github.com/kubeflow/pipelines/blob/2060e38c5591806d657d85b53eed2eef2e5de2ae/api/v2alpha1/pipeline_spec.proto#L50>`_,
-  the protobuf message that defines a pipeline.
-
-  Example:
-    ::
-
-      @dsl.pipeline(
-        name='name',
-      )
-      def my_pipeline(a: int, b: str = 'default value'):
-          ...
-
-      compiler.Compiler().compile(
-          pipeline_func=my_pipeline,
-          package_path='path/to/pipeline.yaml',
-          pipeline_parameters={'a': 1},
-      )
-  """
-
-  def merge_template_metadata_to_pipeline_spec_proto(
-      self,
-      template_metadata: Optional[template_metadata_pb2.TemplateMetadata],
-      pipeline_spec_proto: pipeline_spec_pb2.PipelineSpec,
-  ) -> pipeline_spec_pb2.PipelineSpec:
-    """Merges TemplateMetadata into a PipelineSpec for execution on Google Cloud.
-
-    This function prepares a PipelineSpec for execution on Google Cloud by
-    incorporating TemplateMetadata into the platform-specific configuration. The
-    metadata is converted to JSON and embedded within the 'google_cloud'
-    platform
-    configuration.
-
-    Args:
-        template_metadata: A TemplateMetadata object containing component
-          metadata.
-        pipeline_spec_proto: A PipelineSpec protobuf object representing the
-          pipeline specification.
-
-    Returns:
-        A modified PipelineSpec protobuf object with the TemplateMetadata merged
-        into the 'google_cloud' PlatformSpec configuration or the original
-        PlatformSpec proto if the template_metadata is none.
-    """
-    if template_metadata is None:
-      return pipeline_spec_proto
-    template_metadata_json = json_format.MessageToJson(template_metadata)
-    platform_spec_proto = pipeline_spec_pb2.PlatformSpec()
-    platform_spec_proto.platform = "google_cloud"
-    json_format.Parse(template_metadata_json, platform_spec_proto.config)
-    pipeline_spec_proto.root.platform_specs.append(platform_spec_proto)
-    return pipeline_spec_proto
-
-  def parse_pipeline_spec_yaml(
-      self,
-      pipeline_spec_yaml_file: str,
-  ) -> pipeline_spec_pb2.PipelineSpec:
-    """Parse pipeline spec yaml parses to the proto.
-
-    Args:
-      pipeline_spec_yaml_file: Path to the pipeline spec yaml file.
-
-    Returns:
-      Proto parsed.
-
-    Raises:
-      ValueError: When the PipelineSpec is invalid.
-    """
-    with open(pipeline_spec_yaml_file, "r") as f:
-      pipeline_spec_yaml = f.read()
-    pipeline_spec_dict = yaml.safe_load(pipeline_spec_yaml)
-    pipeline_spec_proto = pipeline_spec_pb2.PipelineSpec()
-    try:
-      json_format.ParseDict(pipeline_spec_dict, pipeline_spec_proto)
-    except json_format.ParseError as e:
-      raise ValueError(
-          "Failed to parse %s . Please check if that is a valid YAML file"
-          " parsing a pipelineSpec proto." % pipeline_spec_yaml_file
-      ) from e
-    if not pipeline_spec_proto.HasField("pipeline_info"):
-      raise ValueError(
-          "PipelineInfo field not found in the pipeline spec YAML file %s."
-          % pipeline_spec_yaml_file
-      )
-    if not pipeline_spec_proto.pipeline_info.display_name:
-      logging.warning(
-          (
-              "PipelineInfo.displayName field is empty in pipeline spec YAML"
-              " file %s."
-          ),
-          pipeline_spec_yaml_file,
-      )
-    if not pipeline_spec_proto.pipeline_info.description:
-      logging.warning(
-          (
-              "PipelineInfo.description field is empty in pipeline spec YAML"
-              " file %s."
-          ),
-          pipeline_spec_yaml_file,
-      )
-    return pipeline_spec_proto
-
-  def compile(
-      self,
-      pipeline_func: base_component.BaseComponent,
-      package_path: str,
-      pipeline_name: Optional[str] = None,
-      pipeline_parameters: Optional[Dict[str, Any]] = None,
-      type_check: bool = True,
-      includ_vertex_specifc_features=True,
-  ) -> None:
-    """Compiles the pipeline or component function into IR YAML.
-
-       By default, this compiler will compile any Vertex Specifc Features.
-
-    Args:
-        pipeline_func: Pipeline function constructed with the ``@dsl.pipeline``
-          or component constructed with the ``@dsl.component`` decorator.
-        package_path: Output YAML file path. For example,
-          ``'~/my_pipeline.yaml'`` or ``'~/my_component.yaml'``.
-        pipeline_name: Name of the pipeline.
-        pipeline_parameters: Map of parameter names to argument values.
-        type_check: Whether to enable type checking of component interfaces
-          during compilation.
-        includ_vertex_specifc_features: Whether to enable compiling Vertex
-          Specific Features.
-    """
-    if not includ_vertex_specifc_features:
-      kfp_compiler.Compiler().compile(
-          pipeline_func=pipeline_func,
-          package_path=package_path,
-          pipeline_name=pipeline_name,
-          pipeline_parameters=pipeline_parameters,
-          type_check=type_check,
-      )
-      return
-
-    local_temp_output_dir = path.join(path.dirname(package_path), "tmp.yaml")
-
-    kfp_compiler.Compiler().compile(
-        pipeline_func=pipeline_func,
-        package_path=local_temp_output_dir,
-        pipeline_name=pipeline_name,
-        pipeline_parameters=pipeline_parameters,
-        type_check=type_check,
-    )
-
-    original_pipeline_spec = self.parse_pipeline_spec_yaml(
-        local_temp_output_dir
-    )
-    template_metadata = getattr(pipeline_func, "template_metadata", None)
-    updated_pipeline_spec = self.merge_template_metadata_to_pipeline_spec_proto(
-        template_metadata, original_pipeline_spec
-    )
-    updated_pipeline_spec_dict = json_format.MessageToDict(
-        updated_pipeline_spec
-    )
-
-    with open(
-        package_path,
-        "w",
-    ) as f:
-      yaml.dump(updated_pipeline_spec_dict, f)
-
-    os.remove(local_temp_output_dir)
diff --git a/components/google-cloud/google_cloud_pipeline_components/preview/custom_job/utils.py b/components/google-cloud/google_cloud_pipeline_components/preview/custom_job/utils.py
index ed35a559f55..ec5bdaa7826 100644
--- a/components/google-cloud/google_cloud_pipeline_components/preview/custom_job/utils.py
+++ b/components/google-cloud/google_cloud_pipeline_components/preview/custom_job/utils.py
@@ -84,8 +84,8 @@ def create_custom_training_job_from_component(
       machine_type: The type of the machine to run the CustomJob. The default value is "n1-standard-4". See [more information](https://cloud.google.com/vertex-ai/docs/training/configure-compute#machine-types).
       accelerator_type: The type of accelerator(s) that may be attached to the machine per `accelerator_count`. See [more information](https://cloud.google.com/vertex-ai/docs/reference/rest/v1/MachineSpec#acceleratortype).
       accelerator_count: The number of accelerators to attach to the machine. Defaults to 1 if `accelerator_type` is set statically.
-      boot_disk_type: Type of the boot disk (default is "pd-ssd"). Valid values: "pd-ssd" (Persistent Disk Solid State Drive) or "pd-standard" (Persistent Disk Hard Disk Drive). boot_disk_type is set as a static value and cannot be changed as a pipeline parameter.
-      boot_disk_size_gb: Size in GB of the boot disk (default is 100GB). `boot_disk_size_gb` is set as a static value and cannot be changed as a pipeline parameter.
+      boot_disk_type: Type of the boot disk (default is "pd-ssd"). Valid values: "pd-ssd" (Persistent Disk Solid State Drive) or "pd-standard" (Persistent Disk Hard Disk Drive).
+      boot_disk_size_gb: Size in GB of the boot disk (default is 100GB).
       timeout: The maximum job running time. The default is 7 days. A duration in seconds with up to nine fractional digits, terminated by 's', for example: "3.5s".
       restart_job_on_worker_restart: Restarts the entire CustomJob if a worker gets restarted. This feature can be used by distributed training jobs that are not resilient to workers leaving and joining a job.
       service_account: Sets the default service account for workload run-as account. The [service account](https://cloud.google.com/vertex-ai/docs/pipelines/configure-project#service-account) running the pipeline submitting jobs must have act-as permission on this run-as account. If unspecified, the Vertex AI Custom Code [Service Agent](https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) for the CustomJob's project.
@@ -94,11 +94,11 @@ def create_custom_training_job_from_component(
       tensorboard: The name of a Vertex AI TensorBoard resource to which this CustomJob will upload TensorBoard logs.
       enable_web_access: Whether you want Vertex AI to enable [interactive shell access](https://cloud.google.com/vertex-ai/docs/training/monitor-debug-interactive-shell) to training containers. If `True`, you can access interactive shells at the URIs given by [CustomJob.web_access_uris][].
       reserved_ip_ranges: A list of names for the reserved IP ranges under the VPC network that can be used for this job. If set, we will deploy the job within the provided IP ranges. Otherwise, the job will be deployed to any IP ranges under the provided VPC network.
-      nfs_mounts: A list of [NfsMount](https://cloud.google.com/vertex-ai/docs/reference/rest/v1/CustomJobSpec#NfsMount) resource specs in Json dict format. For more details about mounting NFS for CustomJob, see [Mount an NFS share for custom training](https://cloud.google.com/vertex-ai/docs/training/train-nfs-share).
+      nfs_mounts: A list of [NfsMount](https://cloud.google.com/vertex-ai/docs/reference/rest/v1/CustomJobSpec#NfsMount) resource specs in Json dict format. For more details about mounting NFS for CustomJob, see [Mount an NFS share for custom training](https://cloud.google.com/vertex-ai/docs/training/train-nfs-share). `nfs_mounts` is set as a static value and cannot be changed as a pipeline parameter.
       base_output_directory: The Cloud Storage location to store the output of this CustomJob or HyperparameterTuningJob. See [more information](https://cloud.google.com/vertex-ai/docs/reference/rest/v1/GcsDestination).
       labels: The labels with user-defined metadata to organize the CustomJob. See [more information](https://goo.gl/xmQnxf).
       persistent_resource_id: The ID of the PersistentResource in the same Project and Location which to run. The default value is a placeholder that will be resolved to the PipelineJob [RuntimeConfig](https://cloud.google.com/vertex-ai/docs/reference/rest/v1/projects.locations.pipelineJobs#PipelineJob.RuntimeConfig)'s persistent resource id at runtime. However, if the PipelineJob doesn't set Persistent Resource as the job level runtime, the placedholder will be resolved to an empty string and the custom job will be run on demand. If the value is set explicitly, the custom job will runs in the specified persistent resource, in this case, please note the network and CMEK configs on the job should be consistent with those on the PersistentResource, otherwise, the job will be rejected. (This is a Preview feature not yet recommended for production workloads.)
-      env: Environment variables to be passed to the container. Takes the form `[{'name': '...', 'value': '...'}]`. Maximum limit is 100.
+      env: Environment variables to be passed to the container. Takes the form `[{'name': '...', 'value': '...'}]`. Maximum limit is 100. `env` is set as a static value and cannot be changed as a pipeline parameter.
 
   Returns:
       A KFP component with CustomJob specification applied.
@@ -164,12 +164,11 @@ def create_custom_training_job_from_component(
           ),
           'env': env or [],
       },
+      'disk_spec': {
+          'boot_disk_type': "{{$.inputs.parameters['boot_disk_type']}}",
+          'boot_disk_size_gb': "{{$.inputs.parameters['boot_disk_size_gb']}}",
+      },
   }
-  if boot_disk_type:
-    worker_pool_spec['disk_spec'] = {
-        'boot_disk_type': boot_disk_type,
-        'boot_disk_size_gb': boot_disk_size_gb,
-    }
   if nfs_mounts:
     worker_pool_spec['nfs_mounts'] = nfs_mounts
 
@@ -211,10 +210,7 @@ def create_custom_training_job_from_component(
         'defaultValue'
     ] = default_value
 
-  # add machine parameters into the customjob component
-  if accelerator_type == 'ACCELERATOR_TYPE_UNSPECIFIED':
-    accelerator_count = 0
-
+  # add workerPoolSpec parameters into the customjob component
   cj_component_spec['inputDefinitions']['parameters']['machine_type'] = {
       'parameterType': 'STRING',
       'defaultValue': machine_type,
@@ -227,7 +223,21 @@ def create_custom_training_job_from_component(
   }
   cj_component_spec['inputDefinitions']['parameters']['accelerator_count'] = {
       'parameterType': 'NUMBER_INTEGER',
-      'defaultValue': accelerator_count,
+      'defaultValue': (
+          accelerator_count
+          if accelerator_type != 'ACCELERATOR_TYPE_UNSPECIFIED'
+          else 0
+      ),
+      'isOptional': True,
+  }
+  cj_component_spec['inputDefinitions']['parameters']['boot_disk_type'] = {
+      'parameterType': 'STRING',
+      'defaultValue': boot_disk_type,
+      'isOptional': True,
+  }
+  cj_component_spec['inputDefinitions']['parameters']['boot_disk_size_gb'] = {
+      'parameterType': 'NUMBER_INTEGER',
+      'defaultValue': boot_disk_size_gb,
       'isOptional': True,
   }
 
diff --git a/components/google-cloud/google_cloud_pipeline_components/v1/automl/forecasting/bqml_arima_predict_pipeline.yaml b/components/google-cloud/google_cloud_pipeline_components/v1/automl/forecasting/bqml_arima_predict_pipeline.yaml
index 4f5e5aea686..abd52bb4e7f 100644
--- a/components/google-cloud/google_cloud_pipeline_components/v1/automl/forecasting/bqml_arima_predict_pipeline.yaml
+++ b/components/google-cloud/google_cloud_pipeline_components/v1/automl/forecasting/bqml_arima_predict_pipeline.yaml
@@ -658,7 +658,7 @@ deploymentSpec:
           \ = client.create_dataset(dataset=dataset, exists_ok=exists_ok)\n  return\
           \ collections.namedtuple('Outputs', ['project_id', 'dataset_id'])(\n   \
           \   ref.project, ref.dataset_id)\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-bigquery-create-dataset-2:
       container:
         args:
@@ -693,7 +693,7 @@ deploymentSpec:
           \ = client.create_dataset(dataset=dataset, exists_ok=exists_ok)\n  return\
           \ collections.namedtuple('Outputs', ['project_id', 'dataset_id'])(\n   \
           \   ref.project, ref.dataset_id)\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-bigquery-delete-dataset-with-prefix:
       container:
         args:
@@ -727,7 +727,7 @@ deploymentSpec:
           \    if dataset.dataset_id.startswith(dataset_prefix):\n      client.delete_dataset(\n\
           \          dataset=dataset.dataset_id,\n          delete_contents=delete_contents)\n\
           \n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-bigquery-query-job:
       container:
         args:
@@ -788,7 +788,7 @@ deploymentSpec:
           \        'datasetId': dataset_id,\n        'tableId': table_id,\n    }\n\
           \  if write_disposition:\n    config['write_disposition'] = write_disposition\n\
           \  return config\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-first-valid:
       container:
         args:
@@ -812,7 +812,7 @@ deploymentSpec:
           \  import json\n  # pylint: enable=g-import-not-at-top,import-outside-toplevel,redefined-outer-name,reimported\n\
           \n  for value in json.loads(values):\n    if value:\n      return value\n\
           \  raise ValueError('No valid values.')\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-model-metadata:
       container:
         args:
@@ -851,7 +851,7 @@ deploymentSpec:
           \          'forecast_horizon',\n      ],\n  )(\n      options.time_series_timestamp_column,\n\
           \      options.time_series_id_column,\n      options.time_series_data_column,\n\
           \      options.horizon,\n  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-table-location:
       container:
         args:
@@ -887,7 +887,7 @@ deploymentSpec:
           \  if table.startswith('bq://'):\n    table = table[len('bq://'):]\n  elif\
           \ table.startswith('bigquery://'):\n    table = table[len('bigquery://'):]\n\
           \  return client.get_table(table).location\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-load-table-from-uri:
       container:
         args:
@@ -928,7 +928,7 @@ deploymentSpec:
           \ source_format=source_format)\n  client.load_table_from_uri(\n      source_uris=csv_list,\n\
           \      destination=destination,\n      project=project,\n      location=location,\n\
           \      job_config=job_config).result()\n  return destination\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-maybe-replace-with-default:
       container:
         args:
@@ -950,7 +950,7 @@ deploymentSpec:
           \ *\n\ndef maybe_replace_with_default(value: str, default: str = '') ->\
           \ str:\n  \"\"\"Replaces string with another value if it is a dash.\"\"\"\
           \n  return default if not value else value\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-validate-inputs:
       container:
         args:
@@ -1046,7 +1046,7 @@ deploymentSpec:
           \   raise ValueError(\n          'Granularity unit should be one of the\
           \ following: '\n          f'{valid_data_granularity_units}, got: {data_granularity_unit}.')\n\
           \n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
 pipelineInfo:
   description: Forecasts using a BQML ARIMA_PLUS model.
   name: automl-tabular-bqml-arima-prediction
diff --git a/components/google-cloud/google_cloud_pipeline_components/v1/automl/forecasting/bqml_arima_train_pipeline.yaml b/components/google-cloud/google_cloud_pipeline_components/v1/automl/forecasting/bqml_arima_train_pipeline.yaml
index 552ed4f4046..bdb07f0ef34 100644
--- a/components/google-cloud/google_cloud_pipeline_components/v1/automl/forecasting/bqml_arima_train_pipeline.yaml
+++ b/components/google-cloud/google_cloud_pipeline_components/v1/automl/forecasting/bqml_arima_train_pipeline.yaml
@@ -3399,7 +3399,7 @@ deploymentSpec:
           \ = client.create_dataset(dataset=dataset, exists_ok=exists_ok)\n  return\
           \ collections.namedtuple('Outputs', ['project_id', 'dataset_id'])(\n   \
           \   ref.project, ref.dataset_id)\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-bigquery-create-dataset-2:
       container:
         args:
@@ -3434,7 +3434,7 @@ deploymentSpec:
           \ = client.create_dataset(dataset=dataset, exists_ok=exists_ok)\n  return\
           \ collections.namedtuple('Outputs', ['project_id', 'dataset_id'])(\n   \
           \   ref.project, ref.dataset_id)\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-bigquery-create-model-job:
       container:
         args:
@@ -3494,7 +3494,7 @@ deploymentSpec:
           \    if dataset.dataset_id.startswith(dataset_prefix):\n      client.delete_dataset(\n\
           \          dataset=dataset.dataset_id,\n          delete_contents=delete_contents)\n\
           \n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-bigquery-list-rows:
       container:
         args:
@@ -3532,7 +3532,7 @@ deploymentSpec:
           \ metadata['datasetId'], metadata['tableId']]))\n  result = []\n  for row\
           \ in rows:\n    result.append({col: str(value) for col, value in dict(row).items()})\n\
           \  return result\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-bigquery-list-rows-2:
       container:
         args:
@@ -3570,7 +3570,7 @@ deploymentSpec:
           \ metadata['datasetId'], metadata['tableId']]))\n  result = []\n  for row\
           \ in rows:\n    result.append({col: str(value) for col, value in dict(row).items()})\n\
           \  return result\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-bigquery-query-job:
       container:
         args:
@@ -3739,7 +3739,7 @@ deploymentSpec:
           \        'datasetId': dataset_id,\n        'tableId': table_id,\n    }\n\
           \  if write_disposition:\n    config['write_disposition'] = write_disposition\n\
           \  return config\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-build-job-configuration-query-2:
       container:
         args:
@@ -3773,7 +3773,7 @@ deploymentSpec:
           \        'datasetId': dataset_id,\n        'tableId': table_id,\n    }\n\
           \  if write_disposition:\n    config['write_disposition'] = write_disposition\n\
           \  return config\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-build-job-configuration-query-3:
       container:
         args:
@@ -3807,7 +3807,7 @@ deploymentSpec:
           \        'datasetId': dataset_id,\n        'tableId': table_id,\n    }\n\
           \  if write_disposition:\n    config['write_disposition'] = write_disposition\n\
           \  return config\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-build-job-configuration-query-4:
       container:
         args:
@@ -3841,7 +3841,7 @@ deploymentSpec:
           \        'datasetId': dataset_id,\n        'tableId': table_id,\n    }\n\
           \  if write_disposition:\n    config['write_disposition'] = write_disposition\n\
           \  return config\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-build-job-configuration-query-5:
       container:
         args:
@@ -3875,7 +3875,7 @@ deploymentSpec:
           \        'datasetId': dataset_id,\n        'tableId': table_id,\n    }\n\
           \  if write_disposition:\n    config['write_disposition'] = write_disposition\n\
           \  return config\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-build-job-configuration-query-6:
       container:
         args:
@@ -3909,7 +3909,7 @@ deploymentSpec:
           \        'datasetId': dataset_id,\n        'tableId': table_id,\n    }\n\
           \  if write_disposition:\n    config['write_disposition'] = write_disposition\n\
           \  return config\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-build-serialized-query-parameters:
       container:
         args:
@@ -3980,7 +3980,7 @@ deploymentSpec:
           \      'name': 'start_time',\n      'parameterType': {\n          'type':\
           \ 'TIMESTAMP'\n      },\n      'parameterValue': {\n          'value': start_time\n\
           \      },\n  })\n  return query_parameters\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-build-serialized-query-parameters-2:
       container:
         args:
@@ -4051,7 +4051,7 @@ deploymentSpec:
           \      'name': 'start_time',\n      'parameterType': {\n          'type':\
           \ 'TIMESTAMP'\n      },\n      'parameterValue': {\n          'value': start_time\n\
           \      },\n  })\n  return query_parameters\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-build-serialized-query-parameters-3:
       container:
         args:
@@ -4122,7 +4122,7 @@ deploymentSpec:
           \      'name': 'start_time',\n      'parameterType': {\n          'type':\
           \ 'TIMESTAMP'\n      },\n      'parameterValue': {\n          'value': start_time\n\
           \      },\n  })\n  return query_parameters\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-cond:
       container:
         args:
@@ -4144,7 +4144,7 @@ deploymentSpec:
           \ *\n\ndef cond(predicate: bool, true_str: str, false_str: str) -> str:\n\
           \  \"\"\"Returns true_str if predicate is true, else false_str.\"\"\"\n\
           \  return true_str if predicate else false_str\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-create-metrics-artifact:
       container:
         args:
@@ -4170,7 +4170,7 @@ deploymentSpec:
           \      'MAPE': 'meanAbsolutePercentageError',\n  }\n  metrics = {metric_name_map[k]:\
           \ v for k, v in dict(metrics_rows[0]).items()}\n  evaluation_metrics.metadata\
           \ = metrics\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-feature-transform-engine:
       container:
         args:
@@ -4255,8 +4255,8 @@ deploymentSpec:
           "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/dataflow_tmp"]}'
         - '{"Concat": ["--dataflow_max_num_workers=", "{{$.inputs.parameters[''dataflow_max_num_workers'']}}"]}'
         - '{"Concat": ["--dataflow_machine_type=", "{{$.inputs.parameters[''dataflow_machine_type'']}}"]}'
-        - --dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625
-        - --feature_transform_engine_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        - --dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625
+        - --feature_transform_engine_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
         - '{"Concat": ["--dataflow_disk_size_gb=", "{{$.inputs.parameters[''dataflow_disk_size_gb'']}}"]}'
         - '{"Concat": ["--dataflow_subnetwork_fully_qualified=", "{{$.inputs.parameters[''dataflow_subnetwork'']}}"]}'
         - '{"Concat": ["--dataflow_use_public_ips=", "{{$.inputs.parameters[''dataflow_use_public_ips'']}}"]}'
@@ -4273,7 +4273,7 @@ deploymentSpec:
         - '{"IfPresent": {"InputName": "group_temporal_total_weight", "Then": {"Concat":
           ["--group_temporal_total_weight=", "{{$.inputs.parameters[''group_temporal_total_weight'']}}"]}}}'
         - '{"Concat": ["--encryption_spec_key_name=", "{{$.inputs.parameters[''encryption_spec_key_name'']}}"]}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
     exec-get-fte-suffix:
       container:
         args:
@@ -4301,7 +4301,7 @@ deploymentSpec:
           \ table.table_id.startswith(fte_table):\n      return table.table_id[len(fte_table)\
           \ + 1:]\n  raise ValueError(\n      f'No FTE output tables found in {bigquery_staging_full_dataset_id}.')\n\
           \n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-table-location:
       container:
         args:
@@ -4337,7 +4337,7 @@ deploymentSpec:
           \  if table.startswith('bq://'):\n    table = table[len('bq://'):]\n  elif\
           \ table.startswith('bigquery://'):\n    table = table[len('bigquery://'):]\n\
           \  return client.get_table(table).location\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-value:
       container:
         args:
@@ -4358,7 +4358,7 @@ deploymentSpec:
         - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\
           \ *\n\ndef get_value(d: Dict[str, str], key: str) -> str:\n  return d[key]\n\
           \n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-window-query-priority:
       container:
         args:
@@ -4382,7 +4382,7 @@ deploymentSpec:
           \ depending on the window number.\"\"\"\n  if int(window['window_number'])\
           \ <= max_interactive:\n    return 'INTERACTIVE'\n  else:\n    return 'BATCH'\n\
           \n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-maybe-replace-with-default:
       container:
         args:
@@ -4404,7 +4404,7 @@ deploymentSpec:
           \ *\n\ndef maybe_replace_with_default(value: str, default: str = '') ->\
           \ str:\n  \"\"\"Replaces string with another value if it is a dash.\"\"\"\
           \n  return default if not value else value\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-query-with-retry:
       container:
         args:
@@ -4458,7 +4458,7 @@ deploymentSpec:
           \          'Query failed with %s. Retrying after %d seconds.', e, wait_time)\n\
           \      time.sleep(wait_time)\n      retry_count += 1\n  return destination_uri\n\
           \n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-query-with-retry-2:
       container:
         args:
@@ -4512,7 +4512,7 @@ deploymentSpec:
           \          'Query failed with %s. Retrying after %d seconds.', e, wait_time)\n\
           \      time.sleep(wait_time)\n      retry_count += 1\n  return destination_uri\n\
           \n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-query-with-retry-3:
       container:
         args:
@@ -4566,7 +4566,7 @@ deploymentSpec:
           \          'Query failed with %s. Retrying after %d seconds.', e, wait_time)\n\
           \      time.sleep(wait_time)\n      retry_count += 1\n  return destination_uri\n\
           \n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-table-to-uri:
       container:
         args:
@@ -4596,7 +4596,7 @@ deploymentSpec:
           \ if use_bq_prefix:\n    bq_uri = 'bq://' + bq_uri\n  outputs.append(bq_uri)\n\
           \  return collections.namedtuple(\n      'Outputs',\n      ['project_id',\
           \ 'dataset_id', 'table_id', 'uri'],\n  )(*outputs)\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-table-to-uri-2:
       container:
         args:
@@ -4626,7 +4626,7 @@ deploymentSpec:
           \ if use_bq_prefix:\n    bq_uri = 'bq://' + bq_uri\n  outputs.append(bq_uri)\n\
           \  return collections.namedtuple(\n      'Outputs',\n      ['project_id',\
           \ 'dataset_id', 'table_id', 'uri'],\n  )(*outputs)\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-validate-inputs:
       container:
         args:
@@ -4722,7 +4722,7 @@ deploymentSpec:
           \   raise ValueError(\n          'Granularity unit should be one of the\
           \ following: '\n          f'{valid_data_granularity_units}, got: {data_granularity_unit}.')\n\
           \n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-wrapped-in-list:
       container:
         args:
@@ -4743,7 +4743,7 @@ deploymentSpec:
         - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\
           \ *\n\ndef wrapped_in_list(value: str) -> List[str]:\n  \"\"\"Wraps a string\
           \ in a list.\"\"\"\n  return [value]\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
 pipelineInfo:
   description: Trains a BQML ARIMA_PLUS model.
   name: automl-tabular-bqml-arima-train
diff --git a/components/google-cloud/google_cloud_pipeline_components/v1/automl/forecasting/prophet_predict_pipeline.yaml b/components/google-cloud/google_cloud_pipeline_components/v1/automl/forecasting/prophet_predict_pipeline.yaml
index 5f16149ee9e..16950ba3d69 100644
--- a/components/google-cloud/google_cloud_pipeline_components/v1/automl/forecasting/prophet_predict_pipeline.yaml
+++ b/components/google-cloud/google_cloud_pipeline_components/v1/automl/forecasting/prophet_predict_pipeline.yaml
@@ -1461,7 +1461,7 @@ deploymentSpec:
           \ = client.create_dataset(dataset=dataset, exists_ok=exists_ok)\n  return\
           \ collections.namedtuple('Outputs', ['project_id', 'dataset_id'])(\n   \
           \   ref.project, ref.dataset_id)\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-bigquery-delete-dataset-with-prefix:
       container:
         args:
@@ -1495,7 +1495,7 @@ deploymentSpec:
           \    if dataset.dataset_id.startswith(dataset_prefix):\n      client.delete_dataset(\n\
           \          dataset=dataset.dataset_id,\n          delete_contents=delete_contents)\n\
           \n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-bigquery-query-job:
       container:
         args:
@@ -1583,7 +1583,7 @@ deploymentSpec:
           \        'datasetId': dataset_id,\n        'tableId': table_id,\n    }\n\
           \  if write_disposition:\n    config['write_disposition'] = write_disposition\n\
           \  return config\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-build-job-configuration-query-2:
       container:
         args:
@@ -1617,7 +1617,7 @@ deploymentSpec:
           \        'datasetId': dataset_id,\n        'tableId': table_id,\n    }\n\
           \  if write_disposition:\n    config['write_disposition'] = write_disposition\n\
           \  return config\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-first-valid:
       container:
         args:
@@ -1641,7 +1641,7 @@ deploymentSpec:
           \  import json\n  # pylint: enable=g-import-not-at-top,import-outside-toplevel,redefined-outer-name,reimported\n\
           \n  for value in json.loads(values):\n    if value:\n      return value\n\
           \  raise ValueError('No valid values.')\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-table-location:
       container:
         args:
@@ -1677,7 +1677,7 @@ deploymentSpec:
           \  if table.startswith('bq://'):\n    table = table[len('bq://'):]\n  elif\
           \ table.startswith('bigquery://'):\n    table = table[len('bigquery://'):]\n\
           \  return client.get_table(table).location\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-table-location-2:
       container:
         args:
@@ -1713,7 +1713,7 @@ deploymentSpec:
           \  if table.startswith('bq://'):\n    table = table[len('bq://'):]\n  elif\
           \ table.startswith('bigquery://'):\n    table = table[len('bigquery://'):]\n\
           \  return client.get_table(table).location\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-load-table-from-uri:
       container:
         args:
@@ -1754,7 +1754,7 @@ deploymentSpec:
           \ source_format=source_format)\n  client.load_table_from_uri(\n      source_uris=csv_list,\n\
           \      destination=destination,\n      project=project,\n      location=location,\n\
           \      job_config=job_config).result()\n  return destination\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-make-vertex-model-artifact:
       container:
         args:
@@ -1778,7 +1778,7 @@ deploymentSpec:
           Creates a google.VertexModel artifact.\"\"\"\n  vertex_model.metadata =\
           \ {'resourceName': model_resource_name}\n  vertex_model.uri = (f'https://{location}-aiplatform.googleapis.com'\n\
           \                      f'/v1/{model_resource_name}')\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-maybe-replace-with-default:
       container:
         args:
@@ -1800,7 +1800,7 @@ deploymentSpec:
           \ *\n\ndef maybe_replace_with_default(value: str, default: str = '') ->\
           \ str:\n  \"\"\"Replaces string with another value if it is a dash.\"\"\"\
           \n  return default if not value else value\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-model-batch-predict:
       container:
         args:
@@ -1879,7 +1879,7 @@ deploymentSpec:
           \ if use_bq_prefix:\n    bq_uri = 'bq://' + bq_uri\n  outputs.append(bq_uri)\n\
           \  return collections.namedtuple(\n      'Outputs',\n      ['project_id',\
           \ 'dataset_id', 'table_id', 'uri'],\n  )(*outputs)\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-table-to-uri-2:
       container:
         args:
@@ -1909,7 +1909,7 @@ deploymentSpec:
           \ if use_bq_prefix:\n    bq_uri = 'bq://' + bq_uri\n  outputs.append(bq_uri)\n\
           \  return collections.namedtuple(\n      'Outputs',\n      ['project_id',\
           \ 'dataset_id', 'table_id', 'uri'],\n  )(*outputs)\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-validate-inputs:
       container:
         args:
@@ -2005,7 +2005,7 @@ deploymentSpec:
           \   raise ValueError(\n          'Granularity unit should be one of the\
           \ following: '\n          f'{valid_data_granularity_units}, got: {data_granularity_unit}.')\n\
           \n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
 pipelineInfo:
   description: Creates a batch prediction using a Prophet model.
   name: prophet-predict
diff --git a/components/google-cloud/google_cloud_pipeline_components/v1/automl/forecasting/prophet_trainer.py b/components/google-cloud/google_cloud_pipeline_components/v1/automl/forecasting/prophet_trainer.py
index e58d8846487..cf7c55d0b90 100644
--- a/components/google-cloud/google_cloud_pipeline_components/v1/automl/forecasting/prophet_trainer.py
+++ b/components/google-cloud/google_cloud_pipeline_components/v1/automl/forecasting/prophet_trainer.py
@@ -108,17 +108,17 @@ def prophet_trainer(
                   '"machine_spec": {"machine_type": "n1-standard-4"}, ',
                   (
                       '"container_spec":'
-                      ' {"image_uri":"us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", '
+                      ' {"image_uri":"us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", '
                   ),
                   '"args": ["prophet_trainer", "',
                   (
                       f'--job_name=dataflow-{dsl.PIPELINE_JOB_NAME_PLACEHOLDER}", "'
                   ),
                   (
-                      '--dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625", "'
+                      '--dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625", "'
                   ),
                   (
-                      '--prediction_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/fte-prediction-server:20240804_0625", "'
+                      '--prediction_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/fte-prediction-server:20240808_0625", "'
                   ),
                   '--artifacts_dir=',
                   root_dir,
diff --git a/components/google-cloud/google_cloud_pipeline_components/v1/automl/forecasting/prophet_trainer_pipeline.yaml b/components/google-cloud/google_cloud_pipeline_components/v1/automl/forecasting/prophet_trainer_pipeline.yaml
index e805d39b991..d4ab4b922e8 100644
--- a/components/google-cloud/google_cloud_pipeline_components/v1/automl/forecasting/prophet_trainer_pipeline.yaml
+++ b/components/google-cloud/google_cloud_pipeline_components/v1/automl/forecasting/prophet_trainer_pipeline.yaml
@@ -2021,7 +2021,7 @@ deploymentSpec:
           \ = client.create_dataset(dataset=dataset, exists_ok=exists_ok)\n  return\
           \ collections.namedtuple('Outputs', ['project_id', 'dataset_id'])(\n   \
           \   ref.project, ref.dataset_id)\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-bigquery-delete-dataset-with-prefix:
       container:
         args:
@@ -2055,7 +2055,7 @@ deploymentSpec:
           \    if dataset.dataset_id.startswith(dataset_prefix):\n      client.delete_dataset(\n\
           \          dataset=dataset.dataset_id,\n          delete_contents=delete_contents)\n\
           \n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-bigquery-query-job:
       container:
         args:
@@ -2116,7 +2116,7 @@ deploymentSpec:
           \        'datasetId': dataset_id,\n        'tableId': table_id,\n    }\n\
           \  if write_disposition:\n    config['write_disposition'] = write_disposition\n\
           \  return config\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-feature-transform-engine:
       container:
         args:
@@ -2201,8 +2201,8 @@ deploymentSpec:
           "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/dataflow_tmp"]}'
         - '{"Concat": ["--dataflow_max_num_workers=", "{{$.inputs.parameters[''dataflow_max_num_workers'']}}"]}'
         - '{"Concat": ["--dataflow_machine_type=", "{{$.inputs.parameters[''dataflow_machine_type'']}}"]}'
-        - --dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625
-        - --feature_transform_engine_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        - --dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625
+        - --feature_transform_engine_docker_uri=us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
         - '{"Concat": ["--dataflow_disk_size_gb=", "{{$.inputs.parameters[''dataflow_disk_size_gb'']}}"]}'
         - '{"Concat": ["--dataflow_subnetwork_fully_qualified=", "{{$.inputs.parameters[''dataflow_subnetwork'']}}"]}'
         - '{"Concat": ["--dataflow_use_public_ips=", "{{$.inputs.parameters[''dataflow_use_public_ips'']}}"]}'
@@ -2219,7 +2219,7 @@ deploymentSpec:
         - '{"IfPresent": {"InputName": "group_temporal_total_weight", "Then": {"Concat":
           ["--group_temporal_total_weight=", "{{$.inputs.parameters[''group_temporal_total_weight'']}}"]}}}'
         - '{"Concat": ["--encryption_spec_key_name=", "{{$.inputs.parameters[''encryption_spec_key_name'']}}"]}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625
     exec-get-fte-suffix:
       container:
         args:
@@ -2247,7 +2247,7 @@ deploymentSpec:
           \ table.table_id.startswith(fte_table):\n      return table.table_id[len(fte_table)\
           \ + 1:]\n  raise ValueError(\n      f'No FTE output tables found in {bigquery_staging_full_dataset_id}.')\n\
           \n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-get-table-location:
       container:
         args:
@@ -2283,7 +2283,7 @@ deploymentSpec:
           \  if table.startswith('bq://'):\n    table = table[len('bq://'):]\n  elif\
           \ table.startswith('bigquery://'):\n    table = table[len('bigquery://'):]\n\
           \  return client.get_table(table).location\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-model-evaluation-regression:
       container:
         args:
@@ -2394,10 +2394,10 @@ deploymentSpec:
           ", "\"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, ", "\"job_spec\": {\"worker_pool_specs\": [{\"replica_count\":\"1\",
           ", "\"machine_spec\": {\"machine_type\": \"n1-standard-4\"}, ", "\"container_spec\":
-          {\"image_uri\":\"us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625\",
+          {\"image_uri\":\"us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625\",
           ", "\"args\": [\"prophet_trainer\", \"", "--job_name=dataflow-{{$.pipeline_job_name}}\",
-          \"", "--dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625\",
-          \"", "--prediction_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/fte-prediction-server:20240804_0625\",
+          \"", "--dataflow_worker_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625\",
+          \"", "--prediction_container_image=us-docker.pkg.dev/vertex-ai/automl-tabular/fte-prediction-server:20240808_0625\",
           \"", "--artifacts_dir=", "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/model/\",
           \"", "--evaluated_examples_dir=", "{{$.inputs.parameters[''root_dir'']}}",
           "/{{$.pipeline_job_uuid}}/eval/\", \"", "--region=", "{{$.inputs.parameters[''location'']}}",
@@ -2458,7 +2458,7 @@ deploymentSpec:
           \ if use_bq_prefix:\n    bq_uri = 'bq://' + bq_uri\n  outputs.append(bq_uri)\n\
           \  return collections.namedtuple(\n      'Outputs',\n      ['project_id',\
           \ 'dataset_id', 'table_id', 'uri'],\n  )(*outputs)\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-validate-inputs:
       container:
         args:
@@ -2554,7 +2554,7 @@ deploymentSpec:
           \   raise ValueError(\n          'Granularity unit should be one of the\
           \ following: '\n          f'{valid_data_granularity_units}, got: {data_granularity_unit}.')\n\
           \n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-wrapped-in-list:
       container:
         args:
@@ -2575,7 +2575,7 @@ deploymentSpec:
         - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\
           \ *\n\ndef wrapped_in_list(value: str) -> List[str]:\n  \"\"\"Wraps a string\
           \ in a list.\"\"\"\n  return [value]\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
 pipelineInfo:
   description: Trains one Prophet model per time series.
   name: prophet-train
diff --git a/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/automl_tabular_pipeline.yaml b/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/automl_tabular_pipeline.yaml
index f1882393976..cda7f0bc85e 100644
--- a/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/automl_tabular_pipeline.yaml
+++ b/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/automl_tabular_pipeline.yaml
@@ -8420,9 +8420,9 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"l2l_cv_tuner\", \"--transform_output_path=", "{{$.inputs.artifacts[''transform_output''].uri}}",
-          "\", \"--training_docker_uri=", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625",
+          "\", \"--training_docker_uri=", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625",
           "\", \"--component_id={{$.pipeline_task_uuid}}\", \"--training_base_dir=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/train\",
           \"--num_parallel_trial=", "{{$.inputs.parameters[''num_parallel_trials'']}}",
@@ -8463,9 +8463,9 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"l2l_cv_tuner\", \"--transform_output_path=", "{{$.inputs.artifacts[''transform_output''].uri}}",
-          "\", \"--training_docker_uri=", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625",
+          "\", \"--training_docker_uri=", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625",
           "\", \"--component_id={{$.pipeline_task_uuid}}\", \"--training_base_dir=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/train\",
           \"--num_parallel_trial=", "{{$.inputs.parameters[''num_parallel_trials'']}}",
@@ -8506,7 +8506,7 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-highmem-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"ensemble\", \"--transform_output_path=", "{{$.inputs.artifacts[''transform_output''].uri}}",
           "\", \"--model_output_path=", "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/model\",
           \"--custom_model_output_path=", "{{$.inputs.parameters[''root_dir'']}}",
@@ -8518,7 +8518,7 @@ deploymentSpec:
           "\", \"--tuning_result_input_path=", "{{$.inputs.artifacts[''tuning_result_input''].uri}}",
           "\", \"--instance_baseline_path=", "{{$.inputs.artifacts[''instance_baseline''].uri}}",
           "\", \"--warmup_data=", "{{$.inputs.artifacts[''warmup_data''].uri}}", "\",
-          \"--prediction_docker_uri=", "us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625",
+          \"--prediction_docker_uri=", "us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625",
           "\", \"--model_path=", "{{$.outputs.artifacts[''model''].uri}}", "\", \"--custom_model_path=",
           "{{$.outputs.artifacts[''model_without_custom_ops''].uri}}", "\", \"--explanation_metadata_path=",
           "{{$.outputs.parameters[''explanation_metadata''].output_file}}", ",", "{{$.outputs.artifacts[''explanation_metadata_artifact''].uri}}",
@@ -8547,7 +8547,7 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-highmem-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"ensemble\", \"--transform_output_path=", "{{$.inputs.artifacts[''transform_output''].uri}}",
           "\", \"--model_output_path=", "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/model\",
           \"--custom_model_output_path=", "{{$.inputs.parameters[''root_dir'']}}",
@@ -8559,7 +8559,7 @@ deploymentSpec:
           "\", \"--tuning_result_input_path=", "{{$.inputs.artifacts[''tuning_result_input''].uri}}",
           "\", \"--instance_baseline_path=", "{{$.inputs.artifacts[''instance_baseline''].uri}}",
           "\", \"--warmup_data=", "{{$.inputs.artifacts[''warmup_data''].uri}}", "\",
-          \"--prediction_docker_uri=", "us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625",
+          \"--prediction_docker_uri=", "us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625",
           "\", \"--model_path=", "{{$.outputs.artifacts[''model''].uri}}", "\", \"--custom_model_path=",
           "{{$.outputs.artifacts[''model_without_custom_ops''].uri}}", "\", \"--explanation_metadata_path=",
           "{{$.outputs.parameters[''explanation_metadata''].output_file}}", ",", "{{$.outputs.artifacts[''explanation_metadata_artifact''].uri}}",
@@ -8588,7 +8588,7 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-highmem-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"ensemble\", \"--transform_output_path=", "{{$.inputs.artifacts[''transform_output''].uri}}",
           "\", \"--model_output_path=", "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/model\",
           \"--custom_model_output_path=", "{{$.inputs.parameters[''root_dir'']}}",
@@ -8600,7 +8600,7 @@ deploymentSpec:
           "\", \"--tuning_result_input_path=", "{{$.inputs.artifacts[''tuning_result_input''].uri}}",
           "\", \"--instance_baseline_path=", "{{$.inputs.artifacts[''instance_baseline''].uri}}",
           "\", \"--warmup_data=", "{{$.inputs.artifacts[''warmup_data''].uri}}", "\",
-          \"--prediction_docker_uri=", "us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625",
+          \"--prediction_docker_uri=", "us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625",
           "\", \"--model_path=", "{{$.outputs.artifacts[''model''].uri}}", "\", \"--custom_model_path=",
           "{{$.outputs.artifacts[''model_without_custom_ops''].uri}}", "\", \"--explanation_metadata_path=",
           "{{$.outputs.parameters[''explanation_metadata''].output_file}}", ",", "{{$.outputs.artifacts[''explanation_metadata_artifact''].uri}}",
@@ -8629,7 +8629,7 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"cancel_l2l_tuner\", \"--error_file_path=", "{{$.inputs.parameters[''root_dir'']}}",
           "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/error.pb\", \"--cleanup_lro_job_infos=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/lro\"]}}]}}"]}'
@@ -8644,7 +8644,7 @@ deploymentSpec:
         args:
         - --executor_input
         - '{{$}}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625
         resources:
           cpuLimit: 8.0
           memoryLimit: 52.0
@@ -8653,7 +8653,7 @@ deploymentSpec:
         args:
         - --executor_input
         - '{{$}}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625
         resources:
           cpuLimit: 8.0
           memoryLimit: 52.0
@@ -8662,7 +8662,7 @@ deploymentSpec:
         args:
         - --executor_input
         - '{{$}}'
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625
         resources:
           cpuLimit: 8.0
           memoryLimit: 52.0
@@ -8682,9 +8682,9 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"l2l_stage_1_tuner\", \"--transform_output_path=", "{{$.inputs.artifacts[''transform_output''].uri}}",
-          "\", \"--training_docker_uri=", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625",
+          "\", \"--training_docker_uri=", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625",
           "\", \"--feature_selection_result_path=", "{{$.inputs.artifacts[''feature_ranking''].uri}}",
           "\", \"--disable_early_stopping=", "{{$.inputs.parameters[''disable_early_stopping'']}}",
           "\", \"--tune_feature_selection_rate=", "{{$.inputs.parameters[''tune_feature_selection_rate'']}}",
@@ -8729,9 +8729,9 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"l2l_stage_1_tuner\", \"--transform_output_path=", "{{$.inputs.artifacts[''transform_output''].uri}}",
-          "\", \"--training_docker_uri=", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625",
+          "\", \"--training_docker_uri=", "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625",
           "\", \"--feature_selection_result_path=", "{{$.inputs.artifacts[''feature_ranking''].uri}}",
           "\", \"--disable_early_stopping=", "{{$.inputs.parameters[''disable_early_stopping'']}}",
           "\", \"--tune_feature_selection_rate=", "{{$.inputs.parameters[''tune_feature_selection_rate'']}}",
@@ -8776,7 +8776,7 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"transform\", \"--is_mp=true\", \"--transform_output_artifact_path=",
           "{{$.outputs.artifacts[''transform_output''].uri}}", "\", \"--transform_output_path=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/transform\",
@@ -8797,7 +8797,7 @@ deploymentSpec:
           \"--dataflow_tmp_dir=", "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/dataflow_tmp\",
           \"--dataflow_max_num_workers=", "{{$.inputs.parameters[''dataflow_max_num_workers'']}}",
           "\", \"--dataflow_machine_type=", "{{$.inputs.parameters[''dataflow_machine_type'']}}",
-          "\", \"--dataflow_worker_container_image=", "us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625",
+          "\", \"--dataflow_worker_container_image=", "us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625",
           "\", \"--dataflow_disk_size_gb=", "{{$.inputs.parameters[''dataflow_disk_size_gb'']}}",
           "\", \"--dataflow_subnetwork_fully_qualified=", "{{$.inputs.parameters[''dataflow_subnetwork'']}}",
           "\", \"--dataflow_use_public_ips=", "{{$.inputs.parameters[''dataflow_use_public_ips'']}}",
@@ -8828,7 +8828,7 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"transform\", \"--is_mp=true\", \"--transform_output_artifact_path=",
           "{{$.outputs.artifacts[''transform_output''].uri}}", "\", \"--transform_output_path=",
           "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/transform\",
@@ -8849,7 +8849,7 @@ deploymentSpec:
           \"--dataflow_tmp_dir=", "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/dataflow_tmp\",
           \"--dataflow_max_num_workers=", "{{$.inputs.parameters[''dataflow_max_num_workers'']}}",
           "\", \"--dataflow_machine_type=", "{{$.inputs.parameters[''dataflow_machine_type'']}}",
-          "\", \"--dataflow_worker_container_image=", "us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625",
+          "\", \"--dataflow_worker_container_image=", "us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625",
           "\", \"--dataflow_disk_size_gb=", "{{$.inputs.parameters[''dataflow_disk_size_gb'']}}",
           "\", \"--dataflow_subnetwork_fully_qualified=", "{{$.inputs.parameters[''dataflow_subnetwork'']}}",
           "\", \"--dataflow_use_public_ips=", "{{$.inputs.parameters[''dataflow_use_public_ips'']}}",
@@ -8885,7 +8885,7 @@ deploymentSpec:
           \ *\n\ndef _bool_identity(value: bool) -> str:\n  \"\"\"Returns boolean\
           \ value.\n\n  Args:\n    value: Boolean value to return\n\n  Returns:\n\
           \    Boolean value.\n  \"\"\"\n  return 'true' if value else 'false'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-bool-identity-2:
       container:
         args:
@@ -8907,7 +8907,7 @@ deploymentSpec:
           \ *\n\ndef _bool_identity(value: bool) -> str:\n  \"\"\"Returns boolean\
           \ value.\n\n  Args:\n    value: Boolean value to return\n\n  Returns:\n\
           \    Boolean value.\n  \"\"\"\n  return 'true' if value else 'false'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-bool-identity-3:
       container:
         args:
@@ -8929,7 +8929,7 @@ deploymentSpec:
           \ *\n\ndef _bool_identity(value: bool) -> str:\n  \"\"\"Returns boolean\
           \ value.\n\n  Args:\n    value: Boolean value to return\n\n  Returns:\n\
           \    Boolean value.\n  \"\"\"\n  return 'true' if value else 'false'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-calculate-training-parameters:
       container:
         args:
@@ -9021,7 +9021,7 @@ deploymentSpec:
           \      stage_1_single_run_max_secs,\n      stage_2_deadline_hours,\n   \
           \   stage_2_single_run_max_secs,\n      distill_stage_1_deadline_hours,\n\
           \      reduce_search_space_mode,\n  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-calculate-training-parameters-2:
       container:
         args:
@@ -9113,7 +9113,7 @@ deploymentSpec:
           \      stage_1_single_run_max_secs,\n      stage_2_deadline_hours,\n   \
           \   stage_2_single_run_max_secs,\n      distill_stage_1_deadline_hours,\n\
           \      reduce_search_space_mode,\n  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-feature-attribution:
       container:
         args:
@@ -9299,7 +9299,7 @@ deploymentSpec:
           \n  return collections.namedtuple(\n      'Outputs',\n      [\n        \
           \  'model_display_name',\n      ],\n  )(\n      model_display_name,\n  )\n\
           \n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-importer:
       importer:
         artifactUri:
@@ -9333,7 +9333,7 @@ deploymentSpec:
           \ 'r') as f:\n    split_0_content = f.read()\n  with open(split_1, 'r')\
           \ as f:\n    split_1_content = f.read()\n  with open(splits, 'w') as f:\n\
           \    f.write(','.join([split_0_content, split_1_content]))\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-model-batch-explanation:
       container:
         args:
@@ -9375,7 +9375,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.13
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-model-batch-explanation-2:
       container:
         args:
@@ -9417,7 +9417,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.13
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-model-batch-explanation-3:
       container:
         args:
@@ -9459,7 +9459,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.13
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-model-batch-predict:
       container:
         args:
@@ -10072,7 +10072,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.17
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-model-upload-2:
       container:
         args:
@@ -10101,7 +10101,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.17
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-model-upload-3:
       container:
         args:
@@ -10130,7 +10130,7 @@ deploymentSpec:
         - -u
         - -m
         - launcher
-        image: gcr.io/ml-pipeline/automl-tables-private:1.0.17
+        image: gcr.io/ml-pipeline/automl-tables-private:1.0.18
     exec-read-input-uri:
       container:
         args:
@@ -10158,7 +10158,7 @@ deploymentSpec:
           \  import json\n  # pylint: enable=g-import-not-at-top,import-outside-toplevel,redefined-outer-name,reimported\n\
           \  with open(split_uri, 'r') as f:\n    data_source = json.loads(f.read())\n\
           \    return data_source['tf_record_data_source']['file_patterns']\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-read-input-uri-2:
       container:
         args:
@@ -10186,7 +10186,7 @@ deploymentSpec:
           \  import json\n  # pylint: enable=g-import-not-at-top,import-outside-toplevel,redefined-outer-name,reimported\n\
           \  with open(split_uri, 'r') as f:\n    data_source = json.loads(f.read())\n\
           \    return data_source['tf_record_data_source']['file_patterns']\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-set-optional-inputs:
       container:
         args:
@@ -10234,7 +10234,7 @@ deploymentSpec:
           \ 'data_source_csv_filenames',\n          'data_source_bigquery_table_path',\n\
           \      ],\n  )(\n      data_source_csv_filenames,\n      data_source_bigquery_table_path,\n\
           \  )\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-string-not-empty:
       container:
         args:
@@ -10258,7 +10258,7 @@ deploymentSpec:
           \n  Returns:\n    Boolean value. -> 'true' if empty, 'false' if not empty.\
           \ We need to use str\n    instead of bool due to a limitation in KFP compiler.\n\
           \  \"\"\"\n  return 'true' if value else 'false'\n\n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-tabular-stats-and-example-gen:
       container:
         args:
@@ -10275,7 +10275,7 @@ deploymentSpec:
           \"encryption_spec\": {\"kms_key_name\":\"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
           "\"}, \"job_spec\": {\"worker_pool_specs\": [{\"replica_count\": 1, \"machine_spec\":
           {\"machine_type\": \"n1-standard-8\"}, \"container_spec\": {\"image_uri\":\"",
-          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625", "\",
+          "us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625", "\",
           \"args\": [\"stats_generator\",", "\"--train_spec={\\\"prediction_type\\\":
           \\\"", "{{$.inputs.parameters[''prediction_type'']}}", "\\\", \\\"target_column\\\":
           \\\"", "{{$.inputs.parameters[''target_column_name'']}}", "\\\", \\\"optimization_objective\\\":
@@ -10308,7 +10308,7 @@ deploymentSpec:
           \"--dataflow_staging_dir=", "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/dataflow_staging\",
           \"--dataflow_tmp_dir=", "{{$.inputs.parameters[''root_dir'']}}", "/{{$.pipeline_job_uuid}}/{{$.pipeline_task_uuid}}/dataflow_tmp\",
           \"--dataflow_max_num_workers=", "{{$.inputs.parameters[''dataflow_max_num_workers'']}}",
-          "\", \"--dataflow_worker_container_image=", "us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625",
+          "\", \"--dataflow_worker_container_image=", "us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625",
           "\", \"--dataflow_machine_type=", "{{$.inputs.parameters[''dataflow_machine_type'']}}",
           "\", \"--dataflow_disk_size_gb=", "{{$.inputs.parameters[''dataflow_disk_size_gb'']}}",
           "\", \"--dataflow_kms_key=", "{{$.inputs.parameters[''encryption_spec_key_name'']}}",
@@ -10363,7 +10363,7 @@ deploymentSpec:
           \        f'{directory}/prediction.results-*',\n          ],\n          'coder':\
           \ 'PROTO_VALUE',\n      },\n  }\n  with open(result, 'w') as f:\n    f.write(json.dumps(data_source))\n\
           \n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
     exec-write-bp-result-path-2:
       container:
         args:
@@ -10393,7 +10393,7 @@ deploymentSpec:
           \        f'{directory}/prediction.results-*',\n          ],\n          'coder':\
           \ 'PROTO_VALUE',\n      },\n  }\n  with open(result, 'w') as f:\n    f.write(json.dumps(data_source))\n\
           \n"
-        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240804_0625
+        image: us-docker.pkg.dev/vertex-ai/automl-tabular/kfp-v2-base:20240808_0625
 pipelineInfo:
   description: 'Complete AutoML Tables pipeline.
 
diff --git a/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/cv_trainer.py b/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/cv_trainer.py
index 3be82605357..57ec51e7645 100644
--- a/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/cv_trainer.py
+++ b/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/cv_trainer.py
@@ -99,11 +99,11 @@ def automl_tabular_cv_trainer(
                       ' 1, "machine_spec": {"machine_type": "n1-standard-8"},'
                       ' "container_spec": {"image_uri":"'
                   ),
-                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625',
+                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625',
                   '", "args": ["l2l_cv_tuner", "--transform_output_path=',
                   transform_output.uri,
                   '", "--training_docker_uri=',
-                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625',
+                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625',
                   (
                       f'", "--component_id={dsl.PIPELINE_TASK_ID_PLACEHOLDER}",'
                       ' "--training_base_dir='
diff --git a/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/ensemble.py b/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/ensemble.py
index 090d218222b..85293dca107 100644
--- a/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/ensemble.py
+++ b/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/ensemble.py
@@ -106,7 +106,7 @@ def automl_tabular_ensemble(
                       ' 1, "machine_spec": {"machine_type": "n1-highmem-8"},'
                       ' "container_spec": {"image_uri":"'
                   ),
-                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625',
+                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625',
                   '", "args": ["ensemble", "--transform_output_path=',
                   transform_output.uri,
                   '", "--model_output_path=',
@@ -137,7 +137,7 @@ def automl_tabular_ensemble(
                   '", "--warmup_data=',
                   warmup_data.uri,
                   '", "--prediction_docker_uri=',
-                  'us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625',
+                  'us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625',
                   '", "--model_path=',
                   model.uri,
                   '", "--custom_model_path=',
diff --git a/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/finalizer.py b/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/finalizer.py
index 68d9009b759..86f51dbffcd 100644
--- a/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/finalizer.py
+++ b/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/finalizer.py
@@ -72,7 +72,7 @@ def automl_tabular_finalizer(
                       ' 1, "machine_spec": {"machine_type": "n1-standard-8"},'
                       ' "container_spec": {"image_uri":"'
                   ),
-                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625',
+                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625',
                   '", "args": ["cancel_l2l_tuner", "--error_file_path=',
                   root_dir,
                   (
diff --git a/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/infra_validator.py b/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/infra_validator.py
index e78c5b76970..705b6dffd63 100644
--- a/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/infra_validator.py
+++ b/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/infra_validator.py
@@ -32,7 +32,7 @@ def automl_tabular_infra_validator(
   # fmt: on
 
   return dsl.ContainerSpec(
-      image='us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240804_0625',
+      image='us-docker.pkg.dev/vertex-ai/automl-tabular/prediction-server:20240808_0625',
       command=[],
       args=['--executor_input', '{{$}}'],
   )
diff --git a/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/split_materialized_data.py b/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/split_materialized_data.py
index c68f7da4a54..656a5440574 100644
--- a/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/split_materialized_data.py
+++ b/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/split_materialized_data.py
@@ -52,7 +52,7 @@ def split_materialized_data(
   # fmt: on
 
   return dsl.ContainerSpec(
-      image='us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625',
+      image='us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625',
       command=[
           'sh',
           '-ec',
diff --git a/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/stage_1_tuner.py b/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/stage_1_tuner.py
index b6b1777029c..36508453505 100644
--- a/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/stage_1_tuner.py
+++ b/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/stage_1_tuner.py
@@ -109,11 +109,11 @@ def automl_tabular_stage_1_tuner(
                       ' 1, "machine_spec": {"machine_type": "n1-standard-8"},'
                       ' "container_spec": {"image_uri":"'
                   ),
-                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625',
+                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625',
                   '", "args": ["l2l_stage_1_tuner", "--transform_output_path=',
                   transform_output.uri,
                   '", "--training_docker_uri=',
-                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625',
+                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625',
                   '", "--feature_selection_result_path=',
                   feature_ranking.uri,
                   '", "--disable_early_stopping=',
diff --git a/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/stats_and_example_gen.py b/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/stats_and_example_gen.py
index 5c58a4ab761..ea28e7d1b6e 100644
--- a/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/stats_and_example_gen.py
+++ b/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/stats_and_example_gen.py
@@ -136,7 +136,7 @@ def tabular_stats_and_example_gen(
                       ' 1, "machine_spec": {"machine_type": "n1-standard-8"},'
                       ' "container_spec": {"image_uri":"'
                   ),
-                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625',
+                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625',
                   '", "args": ["stats_generator",',
                   '"--train_spec={\\"prediction_type\\": \\"',
                   prediction_type,
@@ -215,7 +215,7 @@ def tabular_stats_and_example_gen(
                   ),
                   dataflow_max_num_workers,
                   '", "--dataflow_worker_container_image=',
-                  'us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625',
+                  'us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625',
                   '", "--dataflow_machine_type=',
                   dataflow_machine_type,
                   '", "--dataflow_disk_size_gb=',
diff --git a/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/training_configurator_and_validator.py b/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/training_configurator_and_validator.py
index ba9b4c647d3..79d5edbd0b7 100644
--- a/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/training_configurator_and_validator.py
+++ b/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/training_configurator_and_validator.py
@@ -95,7 +95,7 @@ def training_configurator_and_validator(
   # fmt: on
 
   return dsl.ContainerSpec(
-      image='us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240804_0625',
+      image='us-docker.pkg.dev/vertex-ai/automl-tabular/feature-transform-engine:20240808_0625',
       command=[],
       args=[
           'training_configurator_and_validator',
diff --git a/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/transform.py b/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/transform.py
index 7a4d23c61d9..a97c5fce619 100644
--- a/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/transform.py
+++ b/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/transform.py
@@ -108,7 +108,7 @@ def automl_tabular_transform(
                       ' 1, "machine_spec": {"machine_type": "n1-standard-8"},'
                       ' "container_spec": {"image_uri":"'
                   ),
-                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240804_0625',
+                  'us-docker.pkg.dev/vertex-ai-restricted/automl-tabular/training:20240808_0625',
                   (
                       '", "args": ["transform", "--is_mp=true",'
                       ' "--transform_output_artifact_path='
@@ -167,7 +167,7 @@ def automl_tabular_transform(
                   '", "--dataflow_machine_type=',
                   dataflow_machine_type,
                   '", "--dataflow_worker_container_image=',
-                  'us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240804_0625',
+                  'us-docker.pkg.dev/vertex-ai/automl-tabular/dataflow-worker:20240808_0625',
                   '", "--dataflow_disk_size_gb=',
                   dataflow_disk_size_gb,
                   '", "--dataflow_subnetwork_fully_qualified=',
diff --git a/components/google-cloud/google_cloud_pipeline_components/v1/model_evaluation/evaluation_llm_text_generation_pipeline.py b/components/google-cloud/google_cloud_pipeline_components/v1/model_evaluation/evaluation_llm_text_generation_pipeline.py
index d00fb809852..5a2f75e11b5 100644
--- a/components/google-cloud/google_cloud_pipeline_components/v1/model_evaluation/evaluation_llm_text_generation_pipeline.py
+++ b/components/google-cloud/google_cloud_pipeline_components/v1/model_evaluation/evaluation_llm_text_generation_pipeline.py
@@ -15,12 +15,10 @@
 
 from typing import Dict, List, NamedTuple
 
-from google_cloud_pipeline_components import google_template_metadata
 from google_cloud_pipeline_components._implementation.model_evaluation import LLMEvaluationPreprocessorOp
 from google_cloud_pipeline_components._implementation.model_evaluation import LLMEvaluationTextGenerationOp
 from google_cloud_pipeline_components._implementation.model_evaluation import ModelNamePreprocessorOp
 from google_cloud_pipeline_components.preview.model_evaluation.model_evaluation_import_component import model_evaluation_import as ModelImportEvaluationOp
-from google_cloud_pipeline_components.proto import template_metadata_pb2
 from google_cloud_pipeline_components.types.artifact_types import VertexModel
 from google_cloud_pipeline_components.v1.batch_predict_job import ModelBatchPredictOp
 from kfp import dsl
@@ -31,21 +29,6 @@
 
 _PIPELINE_NAME = 'evaluation-llm-text-generation-pipeline'
 
-output_gcs_validation = template_metadata_pb2.GoogleCloudStorageValidation(
-    gcs_uri='{{$.parameter.batch_predict_gcs_destination_output_uri}}',
-    is_input=False,
-    default_service_account='{{$.pipeline_google_cloud_project_number}}-compute@developer.gserviceaccount.com',
-    override_placeholder='{{$.parameter.service_account}}',
-)
-
-
-@google_template_metadata.set_template_metadata(
-    template_metadata=template_metadata_pb2.TemplateMetadata(
-        preflight_validations=template_metadata_pb2.ValidationItems(
-            gcs_validations=[output_gcs_validation]
-        )
-    )
-)
 @dsl.pipeline(name=_PIPELINE_NAME)
 def evaluation_llm_text_generation_pipeline(  # pylint: disable=dangerous-default-value
     project: str,
@@ -168,8 +151,9 @@ def evaluation_llm_text_generation_pipeline(  # pylint: disable=dangerous-defaul
   eval_task = LLMEvaluationTextGenerationOp(
       project=project,
       location=location,
+      model_name=model_name,
       evaluation_task=evaluation_task,
-      target_field_name=f'instance.{target_field_name}',
+      target_field_name=target_field_name,
       predictions_format=batch_predict_predictions_format,
       enable_row_based_metrics=enable_row_based_metrics,
       joined_predictions_gcs_source=batch_predict_task.outputs[
diff --git a/components/google-cloud/google_cloud_pipeline_components/version.py b/components/google-cloud/google_cloud_pipeline_components/version.py
index d4f5998c150..545b00629d2 100644
--- a/components/google-cloud/google_cloud_pipeline_components/version.py
+++ b/components/google-cloud/google_cloud_pipeline_components/version.py
@@ -13,4 +13,4 @@
 # limitations under the License.
 """Google Cloud Pipeline Components version."""
 
-__version__ = "2.16.0"
+__version__ = "2.16.1"
diff --git a/docs/versions.json b/docs/versions.json
index ed415c31b17..6d701b71e7c 100644
--- a/docs/versions.json
+++ b/docs/versions.json
@@ -1,12 +1,17 @@
 [
     {
-        "version": "https://kubeflow-pipelines.readthedocs.io/en/sdk-2.8.0/",
-        "title": "2.8.0",
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/sdk-2.9.0/",
+        "title": "2.9.0",
         "aliases": [
             "stable",
             "latest"
         ]
     },
+    {
+        "version": "https://kubeflow-pipelines.readthedocs.io/en/sdk-2.8.0/",
+        "title": "2.8.0",
+        "aliases": []
+    },
     {
         "version": "https://kubeflow-pipelines.readthedocs.io/en/sdk-2.7.0/",
         "title": "2.7.0",
diff --git a/frontend/package.json b/frontend/package.json
index be8929f3964..cff25bb3cf8 100644
--- a/frontend/package.json
+++ b/frontend/package.json
@@ -92,7 +92,6 @@
     "test:server:coverage": "cd ./server && npm test -- --coverage && cd ..",
     "test:coverage": "npm test -- --coverage && npm run test:server:coverage",
     "test:ci": "export CI=true && npm run format:check && npm run lint && npm run test:coverage",
-    "test:ci:prow": "npm set unsafe-perm true && npm ci && npm run test:ci && ./scripts/report-coveralls.sh",
     "storybook": "start-storybook -p 6006 -s public",
     "build:storybook": "build-storybook -s public"
   },
diff --git a/frontend/scripts/get-coveralls-repo-token.js b/frontend/scripts/get-coveralls-repo-token.js
deleted file mode 100644
index 3bcc88ea2cf..00000000000
--- a/frontend/scripts/get-coveralls-repo-token.js
+++ /dev/null
@@ -1,23 +0,0 @@
-const { Storage } = require('@google-cloud/storage');
-
-async function main() {
-  try {
-    const storage = new Storage();
-
-    const [repoTokenRaw] = await storage
-      .bucket('ml-pipeline-test-keys')
-      .file('coveralls_repo_token')
-      .download();
-    const repoToken = repoTokenRaw.toString().trim();
-    if (!repoToken) {
-      throw new Error('Repo token is empty!');
-    }
-    console.log(repoToken);
-  } catch (err) {
-    err.stack && console.error(err.stack);
-    console.error('Error occured when fetching coveralls.io repo token: ', err.message);
-    process.exit(1);
-  }
-}
-
-main();
diff --git a/frontend/scripts/report-coveralls.sh b/frontend/scripts/report-coveralls.sh
deleted file mode 100755
index 9be83d54c18..00000000000
--- a/frontend/scripts/report-coveralls.sh
+++ /dev/null
@@ -1,18 +0,0 @@
-#!/bin/bash
-
-set -e
-
-DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" >/dev/null 2>&1 && pwd )"
-
-# Prow env reference: https://github.com/kubernetes/test-infra/blob/master/prow/jobs.md
-export COVERALLS_REPO_TOKEN=$(node $DIR/get-coveralls-repo-token.js)
-REPO_BASE="https://github.com/kubeflow/pipelines"
-export CI_PULL_REQUEST="$REPO_BASE/pull/$PULL_NUMBER"
-
-export COVERALLS_SERVICE_JOB_ID="${PROW_JOB_ID}-frontend"
-export COVERALLS_SERVICE_NAME="prow-frontend"
-cat ./coverage/lcov.info | npx coveralls
-
-export COVERALLS_SERVICE_JOB_ID="${PROW_JOB_ID}-frontend-server"
-export COVERALLS_SERVICE_NAME="prow-frontend-server"
-cat ./server/coverage/lcov.info | npx coveralls
diff --git a/frontend/server/app.ts b/frontend/server/app.ts
index f6ae1988bf4..50d8565772c 100644
--- a/frontend/server/app.ts
+++ b/frontend/server/app.ts
@@ -143,6 +143,7 @@ function createUIServer(options: UIConfigs) {
       artifactsConfigs: options.artifacts,
       useParameter: false,
       tryExtract: true,
+      options: options,
     }),
   );
   // /artifacts/ endpoint downloads the artifact as is, it does not try to unzip or untar.
@@ -158,6 +159,7 @@ function createUIServer(options: UIConfigs) {
       artifactsConfigs: options.artifacts,
       useParameter: true,
       tryExtract: false,
+      options: options,
     }),
   );
 
diff --git a/frontend/server/configs.ts b/frontend/server/configs.ts
index c2d3ef30c15..4188338498f 100644
--- a/frontend/server/configs.ts
+++ b/frontend/server/configs.ts
@@ -91,8 +91,11 @@ export function loadConfigs(argv: string[], env: ProcessEnv): UIConfigs {
     ARGO_ARCHIVE_ARTIFACTORY = 'minio',
     /** Bucket to retrive logs from */
     ARGO_ARCHIVE_BUCKETNAME = 'mlpipeline',
-    /** Prefix to logs. */
-    ARGO_ARCHIVE_PREFIX = 'logs',
+    /** This should match the keyFormat specified in the Argo workflow-controller-configmap.
+     * It's set here in the manifests:
+     * https://github.com/kubeflow/pipelines/blob/7b7918ebf8c30e6ceec99283ef20dbc02fdf6a42/manifests/kustomize/third-party/argo/base/workflow-controller-configmap-patch.yaml#L28
+     */
+    ARGO_KEYFORMAT = 'artifacts/{{workflow.name}}/{{workflow.creationTimestamp.Y}}/{{workflow.creationTimestamp.m}}/{{workflow.creationTimestamp.d}}/{{pod.name}}',
     /** Should use server API for log streaming? */
     STREAM_LOGS_FROM_SERVER_API = 'false',
     /** The main container name of a pod where logs are retrieved */
@@ -120,6 +123,7 @@ export function loadConfigs(argv: string[], env: ProcessEnv): UIConfigs {
      * e.g. a valid header value for default values can be like `accounts.google.com:user@gmail.com`.
      */
     KUBEFLOW_USERID_PREFIX = 'accounts.google.com:',
+    FRONTEND_SERVER_NAMESPACE = 'kubeflow',
   } = env;
 
   return {
@@ -127,7 +131,7 @@ export function loadConfigs(argv: string[], env: ProcessEnv): UIConfigs {
       archiveArtifactory: ARGO_ARCHIVE_ARTIFACTORY,
       archiveBucketName: ARGO_ARCHIVE_BUCKETNAME,
       archiveLogs: asBool(ARGO_ARCHIVE_LOGS),
-      archivePrefix: ARGO_ARCHIVE_PREFIX,
+      keyFormat: ARGO_KEYFORMAT,
     },
     pod: {
       logContainerName: POD_LOG_CONTAINER_NAME,
@@ -187,6 +191,7 @@ export function loadConfigs(argv: string[], env: ProcessEnv): UIConfigs {
           : asBool(HIDE_SIDENAV),
       port,
       staticDir,
+      serverNamespace: FRONTEND_SERVER_NAMESPACE,
     },
     viewer: {
       tensorboard: {
@@ -253,7 +258,7 @@ export interface ArgoConfigs {
   archiveLogs: boolean;
   archiveArtifactory: string;
   archiveBucketName: string;
-  archivePrefix: string;
+  keyFormat: string;
 }
 export interface ServerConfigs {
   basePath: string;
@@ -263,6 +268,8 @@ export interface ServerConfigs {
   apiVersion2Prefix: string;
   deployment: Deployments;
   hideSideNav: boolean;
+  // Namespace where the server is deployed
+  serverNamespace: string;
 }
 export interface GkeMetadataConfigs {
   disabled: boolean;
diff --git a/frontend/server/handlers/artifacts.ts b/frontend/server/handlers/artifacts.ts
index d5bea2cbf6a..2f04e232b66 100644
--- a/frontend/server/handlers/artifacts.ts
+++ b/frontend/server/handlers/artifacts.ts
@@ -12,7 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 import fetch from 'node-fetch';
-import { AWSConfigs, HttpConfigs, MinioConfigs, ProcessEnv } from '../configs';
+import { AWSConfigs, HttpConfigs, MinioConfigs, ProcessEnv, UIConfigs } from '../configs';
 import { Client as MinioClient } from 'minio';
 import { PreviewStream, findFileOnPodVolume, parseJSONString } from '../utils';
 import { createMinioClient, getObjectStream } from '../minio-helper';
@@ -80,6 +80,7 @@ export function getArtifactsHandler({
   artifactsConfigs,
   useParameter,
   tryExtract,
+  options,
 }: {
   artifactsConfigs: {
     aws: AWSConfigs;
@@ -89,15 +90,18 @@ export function getArtifactsHandler({
   };
   tryExtract: boolean;
   useParameter: boolean;
+  options: UIConfigs;
 }): Handler {
   const { aws, http, minio, allowedDomain } = artifactsConfigs;
   return async (req, res) => {
     const source = useParameter ? req.params.source : req.query.source;
     const bucket = useParameter ? req.params.bucket : req.query.bucket;
     const key = useParameter ? req.params[0] : req.query.key;
-    const { peek = 0, providerInfo = '', namespace = '' } = req.query as Partial<
-      ArtifactsQueryStrings
-    >;
+    const {
+      peek = 0,
+      providerInfo = '',
+      namespace = options.server.serverNamespace,
+    } = req.query as Partial<ArtifactsQueryStrings>;
     if (!source) {
       res.status(500).send('Storage source is missing from artifact request');
       return;
diff --git a/frontend/server/handlers/pod-logs.ts b/frontend/server/handlers/pod-logs.ts
index 7b8a683a122..6d2d7ca864d 100644
--- a/frontend/server/handlers/pod-logs.ts
+++ b/frontend/server/handlers/pod-logs.ts
@@ -39,21 +39,21 @@ export function getPodLogsHandler(
   },
   podLogContainerName: string,
 ): Handler {
-  const { archiveLogs, archiveArtifactory, archiveBucketName, archivePrefix = '' } = argoOptions;
+  const { archiveLogs, archiveArtifactory, archiveBucketName, keyFormat } = argoOptions;
 
-  // get pod log from the provided bucket and prefix.
+  // get pod log from the provided bucket and keyFormat.
   const getPodLogsStreamFromArchive = toGetPodLogsStream(
     createPodLogsMinioRequestConfig(
       archiveArtifactory === 'minio' ? artifactsOptions.minio : artifactsOptions.aws,
       archiveBucketName,
-      archivePrefix,
+      keyFormat,
     ),
   );
 
   // get the pod log stream (with fallbacks).
   const getPodLogsStream = composePodLogsStreamHandler(
-    (podName: string, namespace?: string) => {
-      return getPodLogsStreamFromK8s(podName, namespace, podLogContainerName);
+    (podName: string, createdAt: string, namespace?: string) => {
+      return getPodLogsStreamFromK8s(podName, createdAt, namespace, podLogContainerName);
     },
     // if archive logs flag is set, then final attempt will try to retrieve the artifacts
     // from the bucket and prefix provided in the config. Otherwise, only attempts
@@ -69,13 +69,14 @@ export function getPodLogsHandler(
       return;
     }
     const podName = decodeURIComponent(req.query.podname);
+    const createdAt = decodeURIComponent(req.query.createdat);
 
     // This is optional.
     // Note decodeURIComponent(undefined) === 'undefined', so I cannot pass the argument directly.
     const podNamespace = decodeURIComponent(req.query.podnamespace || '') || undefined;
 
     try {
-      const stream = await getPodLogsStream(podName, podNamespace);
+      const stream = await getPodLogsStream(podName, createdAt, podNamespace);
       stream.on('error', err => {
         if (
           err?.message &&
diff --git a/frontend/server/integration-tests/artifact-get.test.ts b/frontend/server/integration-tests/artifact-get.test.ts
index d104e1a8e63..bbe37f849be 100644
--- a/frontend/server/integration-tests/artifact-get.test.ts
+++ b/frontend/server/integration-tests/artifact-get.test.ts
@@ -184,8 +184,11 @@ describe('/artifacts', () => {
         });
     });
 
-    it('responds error when source is s3, and creds are sourced from Provider Configs, but no namespace is provided', done => {
+    it('responds with artifact if source is AWS S3, and creds are sourced from Provider Configs, and uses default kubeflow namespace when no namespace is provided', done => {
       const mockedGetK8sSecret: jest.Mock = getK8sSecret as any;
+      mockedGetK8sSecret.mockResolvedValue('somevalue');
+      const mockedMinioClient: jest.Mock = minio.Client as any;
+      const namespace = 'kubeflow';
       const configs = loadConfigs(argv, {});
       app = new UIServer(configs);
       const request = requests(app.start());
@@ -203,18 +206,90 @@ describe('/artifacts', () => {
       };
       request
         .get(
-          `/artifacts/get?source=s3&bucket=ml-pipeline&key=hello%2Fworld.txt$&providerInfo=${JSON.stringify(
+          `/artifacts/get?source=s3&bucket=ml-pipeline&key=hello%2Fworld.txt&providerInfo=${JSON.stringify(
+            providerInfo,
+          )}`,
+        )
+        .expect(200, artifactContent, err => {
+          expect(mockedMinioClient).toBeCalledWith({
+            accessKey: 'somevalue',
+            endPoint: 's3.amazonaws.com',
+            port: undefined,
+            region: 'us-east-2',
+            secretKey: 'somevalue',
+            useSSL: undefined,
+          });
+          expect(mockedMinioClient).toBeCalledTimes(1);
+          expect(mockedGetK8sSecret).toBeCalledTimes(2);
+          expect(mockedGetK8sSecret).toHaveBeenNthCalledWith(
+            1,
+            'aws-s3-creds',
+            'AWS_ACCESS_KEY_ID',
+            `${namespace}`,
+          );
+          expect(mockedGetK8sSecret).toHaveBeenNthCalledWith(
+            2,
+            'aws-s3-creds',
+            'AWS_SECRET_ACCESS_KEY',
+            `${namespace}`,
+          );
+          expect(mockedGetK8sSecret).toBeCalledTimes(2);
+          done(err);
+        });
+    });
+
+    it('responds with artifact if source is AWS S3, and creds are sourced from Provider Configs, and uses default namespace when no namespace is provided, as specified in ENV', done => {
+      const mockedGetK8sSecret: jest.Mock = getK8sSecret as any;
+      mockedGetK8sSecret.mockResolvedValue('somevalue');
+      const mockedMinioClient: jest.Mock = minio.Client as any;
+      const namespace = 'notkubeflow';
+      const configs = loadConfigs(argv, { FRONTEND_SERVER_NAMESPACE: namespace });
+      app = new UIServer(configs);
+      const request = requests(app.start());
+      const providerInfo = {
+        Params: {
+          accessKeyKey: 'AWS_ACCESS_KEY_ID',
+          disableSSL: 'false',
+          endpoint: 's3.amazonaws.com',
+          fromEnv: 'false',
+          region: 'us-east-2',
+          secretKeyKey: 'AWS_SECRET_ACCESS_KEY',
+          secretName: 'aws-s3-creds',
+        },
+        Provider: 's3',
+      };
+      request
+        .get(
+          `/artifacts/get?source=s3&bucket=ml-pipeline&key=hello%2Fworld.txt&providerInfo=${JSON.stringify(
             providerInfo,
           )}`,
         )
-        .expect(
-          500,
-          'Failed to initialize Minio Client for S3 Provider: Error: Artifact Store provider given, but no namespace provided.',
-          err => {
-            expect(mockedGetK8sSecret).toBeCalledTimes(0);
-            done(err);
-          },
-        );
+        .expect(200, artifactContent, err => {
+          expect(mockedMinioClient).toBeCalledWith({
+            accessKey: 'somevalue',
+            endPoint: 's3.amazonaws.com',
+            port: undefined,
+            region: 'us-east-2',
+            secretKey: 'somevalue',
+            useSSL: undefined,
+          });
+          expect(mockedMinioClient).toBeCalledTimes(1);
+          expect(mockedGetK8sSecret).toBeCalledTimes(2);
+          expect(mockedGetK8sSecret).toHaveBeenNthCalledWith(
+            1,
+            'aws-s3-creds',
+            'AWS_ACCESS_KEY_ID',
+            `${namespace}`,
+          );
+          expect(mockedGetK8sSecret).toHaveBeenNthCalledWith(
+            2,
+            'aws-s3-creds',
+            'AWS_SECRET_ACCESS_KEY',
+            `${namespace}`,
+          );
+          expect(mockedGetK8sSecret).toBeCalledTimes(2);
+          done(err);
+        });
     });
 
     it('responds with artifact if source is s3-compatible, and creds are sourced from Provider Configs', done => {
diff --git a/frontend/server/minio-helper.ts b/frontend/server/minio-helper.ts
index 5f244800f2a..9295f6cbcf6 100644
--- a/frontend/server/minio-helper.ts
+++ b/frontend/server/minio-helper.ts
@@ -78,7 +78,7 @@ export async function createMinioClient(
   }
 
   // If using s3 and sourcing credentials from environment (currently only aws is supported)
-  if (providerType === 's3' && (!config.accessKey || !config.secretKey)) {
+  if (providerType === 's3' && !(config.accessKey && config.secretKey)) {
     // AWS S3 with credentials from provider chain
     if (isAWSS3Endpoint(config.endPoint)) {
       try {
@@ -168,7 +168,11 @@ async function parseS3ProviderInfo(
     config.useSSL = undefined;
   } else {
     if (providerInfo.Params.endpoint) {
-      const parseEndpoint = new URL(providerInfo.Params.endpoint);
+      const url = providerInfo.Params.endpoint;
+      // this is a bit of a hack to add support for endpoints without a protocol (required by WHATWG URL standard)
+      // example: <ip>:<port> format. In general should expect most endpoints to provide a protocol as serviced
+      // by the backend
+      const parseEndpoint = new URL(url.startsWith('http') ? url : `https://${url}`);
       const host = parseEndpoint.hostname;
       const port = parseEndpoint.port;
       config.endPoint = host;
diff --git a/frontend/server/workflow-helper.test.ts b/frontend/server/workflow-helper.test.ts
index 4ee23878c22..61ee127113f 100644
--- a/frontend/server/workflow-helper.test.ts
+++ b/frontend/server/workflow-helper.test.ts
@@ -39,40 +39,49 @@ describe('workflow-helper', () => {
   describe('composePodLogsStreamHandler', () => {
     it('returns the stream from the default handler if there is no errors.', async () => {
       const defaultStream = new PassThrough();
-      const defaultHandler = jest.fn((_podName: string, _namespace?: string) =>
+      const defaultHandler = jest.fn((_podName: string, _createdAt: string, _namespace?: string) =>
         Promise.resolve(defaultStream),
       );
-      const stream = await composePodLogsStreamHandler(defaultHandler)('podName', 'namespace');
-      expect(defaultHandler).toBeCalledWith('podName', 'namespace');
+      const stream = await composePodLogsStreamHandler(defaultHandler)(
+        'podName',
+        '2024-08-13',
+        'namespace',
+      );
+      expect(defaultHandler).toBeCalledWith('podName', '2024-08-13', 'namespace');
       expect(stream).toBe(defaultStream);
     });
 
     it('returns the stream from the fallback handler if there is any error.', async () => {
       const fallbackStream = new PassThrough();
-      const defaultHandler = jest.fn((_podName: string, _namespace?: string) =>
+      const defaultHandler = jest.fn((_podName: string, _createdAt: string, _namespace?: string) =>
         Promise.reject('unknown error'),
       );
-      const fallbackHandler = jest.fn((_podName: string, _namespace?: string) =>
+      const fallbackHandler = jest.fn((_podName: string, _createdAt: string, _namespace?: string) =>
         Promise.resolve(fallbackStream),
       );
       const stream = await composePodLogsStreamHandler(defaultHandler, fallbackHandler)(
         'podName',
+        '2024-08-13',
         'namespace',
       );
-      expect(defaultHandler).toBeCalledWith('podName', 'namespace');
-      expect(fallbackHandler).toBeCalledWith('podName', 'namespace');
+      expect(defaultHandler).toBeCalledWith('podName', '2024-08-13', 'namespace');
+      expect(fallbackHandler).toBeCalledWith('podName', '2024-08-13', 'namespace');
       expect(stream).toBe(fallbackStream);
     });
 
     it('throws error if both handler and fallback fails.', async () => {
-      const defaultHandler = jest.fn((_podName: string, _namespace?: string) =>
+      const defaultHandler = jest.fn((_podName: string, _createdAt: string, _namespace?: string) =>
         Promise.reject('unknown error for default'),
       );
-      const fallbackHandler = jest.fn((_podName: string, _namespace?: string) =>
+      const fallbackHandler = jest.fn((_podName: string, _createdAt: string, _namespace?: string) =>
         Promise.reject('unknown error for fallback'),
       );
       await expect(
-        composePodLogsStreamHandler(defaultHandler, fallbackHandler)('podName', 'namespace'),
+        composePodLogsStreamHandler(defaultHandler, fallbackHandler)(
+          'podName',
+          '2024-08-13',
+          'namespace',
+        ),
       ).rejects.toEqual('unknown error for fallback');
     });
   });
@@ -82,7 +91,7 @@ describe('workflow-helper', () => {
       const mockedGetPodLogs: jest.Mock = getPodLogs as any;
       mockedGetPodLogs.mockResolvedValueOnce('pod logs');
 
-      const stream = await getPodLogsStreamFromK8s('podName', 'namespace');
+      const stream = await getPodLogsStreamFromK8s('podName', '', 'namespace');
       expect(mockedGetPodLogs).toBeCalledWith('podName', 'namespace', 'main');
       expect(stream.read().toString()).toBe('pod logs');
     });
@@ -101,10 +110,10 @@ describe('workflow-helper', () => {
         client,
         key: 'folder/key',
       };
-      const createRequest = jest.fn((_podName: string, _namespace?: string) =>
+      const createRequest = jest.fn((_podName: string, _createdAt: string, _namespace?: string) =>
         Promise.resolve(configs),
       );
-      const stream = await toGetPodLogsStream(createRequest)('podName', 'namespace');
+      const stream = await toGetPodLogsStream(createRequest)('podName', '2024-08-13', 'namespace');
       expect(mockedClientGetObject).toBeCalledWith('bucket', 'folder/key');
     });
   });
@@ -112,13 +121,23 @@ describe('workflow-helper', () => {
   describe('createPodLogsMinioRequestConfig', () => {
     it('returns a MinioRequestConfig factory with the provided minioClientOptions, bucket, and prefix.', async () => {
       const mockedClient: jest.Mock = MinioClient as any;
-      const requestFunc = await createPodLogsMinioRequestConfig(minioConfig, 'bucket', 'prefix');
-      const request = await requestFunc('workflow-name-abc', 'namespace');
+      const requestFunc = await createPodLogsMinioRequestConfig(
+        minioConfig,
+        'bucket',
+        'artifacts/{{workflow.name}}/{{workflow.creationTimestamp.Y}}/{{workflow.creationTimestamp.m}}/{{workflow.creationTimestamp.d}}/{{pod.name}}',
+      );
+      const request = await requestFunc(
+        'workflow-name-system-container-impl-foo',
+        '2024-08-13',
+        'namespace',
+      );
 
       expect(mockedClient).toBeCalledWith(minioConfig);
       expect(request.client).toBeInstanceOf(MinioClient);
       expect(request.bucket).toBe('bucket');
-      expect(request.key).toBe('prefix/workflow-name/workflow-name-abc/main.log');
+      expect(request.key).toBe(
+        'artifacts/workflow-name/2024/08/13/workflow-name-system-container-impl-foo/main.log',
+      );
     });
   });
 
@@ -128,31 +147,28 @@ describe('workflow-helper', () => {
         apiVersion: 'argoproj.io/v1alpha1',
         kind: 'Workflow',
         status: {
+          artifactRepositoryRef: {
+            artifactRepository: {
+              archiveLogs: true,
+              s3: {
+                accessKeySecret: { key: 'accessKey', name: 'accessKeyName' },
+                bucket: 'bucket',
+                endpoint: 'minio-service.kubeflow',
+                insecure: true,
+                key:
+                  'prefix/workflow-name/workflow-name-system-container-impl-abc/some-artifact.csv',
+                secretKeySecret: { key: 'secretKey', name: 'secretKeyName' },
+              },
+            },
+          },
           nodes: {
             'workflow-name-abc': {
               outputs: {
                 artifacts: [
                   {
-                    name: 'some-artifact.csv',
-                    s3: {
-                      accessKeySecret: { key: 'accessKey', name: 'accessKeyName' },
-                      bucket: 'bucket',
-                      endpoint: 'minio-service.kubeflow',
-                      insecure: true,
-                      key: 'prefix/workflow-name/workflow-name-abc/some-artifact.csv',
-                      secretKeySecret: { key: 'secretKey', name: 'secretKeyName' },
-                    },
-                  },
-                  {
-                    archiveLogs: true,
-                    name: 'main.log',
+                    name: 'main-logs',
                     s3: {
-                      accessKeySecret: { key: 'accessKey', name: 'accessKeyName' },
-                      bucket: 'bucket',
-                      endpoint: 'minio-service.kubeflow',
-                      insecure: true,
-                      key: 'prefix/workflow-name/workflow-name-abc/main.log',
-                      secretKeySecret: { key: 'secretKey', name: 'secretKeyName' },
+                      key: 'prefix/workflow-name/workflow-name-system-container-impl-abc/main.log',
                     },
                   },
                 ],
@@ -174,7 +190,10 @@ describe('workflow-helper', () => {
       mockedClientGetObject.mockResolvedValueOnce(objStream);
       objStream.end('some fake logs.');
 
-      const stream = await getPodLogsStreamFromWorkflow('workflow-name-abc');
+      const stream = await getPodLogsStreamFromWorkflow(
+        'workflow-name-system-container-impl-abc',
+        '2024-07-09',
+      );
 
       expect(mockedGetArgoWorkflow).toBeCalledWith('workflow-name');
 
@@ -193,7 +212,7 @@ describe('workflow-helper', () => {
       expect(mockedClientGetObject).toBeCalledTimes(1);
       expect(mockedClientGetObject).toBeCalledWith(
         'bucket',
-        'prefix/workflow-name/workflow-name-abc/main.log',
+        'prefix/workflow-name/workflow-name-system-container-impl-abc/main.log',
       );
     });
   });
diff --git a/frontend/server/workflow-helper.ts b/frontend/server/workflow-helper.ts
index d6ad124684b..e0f9796594f 100644
--- a/frontend/server/workflow-helper.ts
+++ b/frontend/server/workflow-helper.ts
@@ -11,7 +11,6 @@
 // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 // See the License for the specific language governing permissions and
 // limitations under the License.
-import path from 'path';
 import { PassThrough, Stream } from 'stream';
 import { ClientOptions as MinioClientOptions } from 'minio';
 import { getK8sSecret, getArgoWorkflow, getPodLogs } from './k8s-helper';
@@ -19,10 +18,20 @@ import { createMinioClient, MinioRequestConfig, getObjectStream } from './minio-
 
 export interface PartialArgoWorkflow {
   status: {
+    artifactRepositoryRef?: ArtifactRepositoryRef;
     nodes?: ArgoWorkflowStatusNode;
   };
 }
 
+export interface ArtifactRepositoryRef {
+  artifactRepository?: ArtifactRepository;
+}
+
+export interface ArtifactRepository {
+  archiveLogs?: boolean;
+  s3?: S3Artifact;
+}
+
 export interface ArgoWorkflowStatusNode {
   [key: string]: ArgoWorkflowStatusNodeInfo;
 }
@@ -34,9 +43,12 @@ export interface ArgoWorkflowStatusNodeInfo {
 }
 
 export interface ArtifactRecord {
-  archiveLogs?: boolean;
-  name: string;
-  s3?: S3Artifact;
+  name?: string;
+  s3: S3Key;
+}
+
+export interface S3Key {
+  key: string;
 }
 
 export interface S3Artifact {
@@ -61,15 +73,15 @@ export interface SecretSelector {
  * fails.
  */
 export function composePodLogsStreamHandler<T = Stream>(
-  handler: (podName: string, namespace?: string) => Promise<T>,
-  fallback?: (podName: string, namespace?: string) => Promise<T>,
+  handler: (podName: string, createdAt: string, namespace?: string) => Promise<T>,
+  fallback?: (podName: string, createdAt: string, namespace?: string) => Promise<T>,
 ) {
-  return async (podName: string, namespace?: string) => {
+  return async (podName: string, createdAt: string, namespace?: string) => {
     try {
-      return await handler(podName, namespace);
+      return await handler(podName, createdAt, namespace);
     } catch (err) {
       if (fallback) {
-        return await fallback(podName, namespace);
+        return await fallback(podName, createdAt, namespace);
       }
       console.warn(err);
       throw err;
@@ -80,17 +92,21 @@ export function composePodLogsStreamHandler<T = Stream>(
 /**
  * Returns a stream containing the pod logs using kubernetes api.
  * @param podName name of the pod.
+ * @param createdAt YYYY-MM-DD run was created. Not used.
  * @param namespace namespace of the pod (uses the same namespace as the server if not provided).
  * @param containerName container's name of the pod, the default value is 'main'.
  */
 export async function getPodLogsStreamFromK8s(
   podName: string,
+  createdAt: string,
   namespace?: string,
   containerName: string = 'main',
 ) {
   const stream = new PassThrough();
   stream.end(await getPodLogs(podName, namespace, containerName));
-  console.log(`Getting logs for pod:${podName} in namespace ${namespace}.`);
+  console.log(
+    `Getting logs for pod, ${podName}, in namespace, ${namespace}, by calling the Kubernetes API.`,
+  );
   return stream;
 }
 
@@ -98,6 +114,7 @@ export async function getPodLogsStreamFromK8s(
  * Returns a stream containing the pod logs using the information provided in the
  * workflow status (uses k8s api to retrieve the workflow and secrets).
  * @param podName name of the pod.
+ * @param createdAt YYYY-MM-DD run was created. Not used.
  * @param namespace namespace of the pod (uses the same namespace as the server if not provided).
  */
 export const getPodLogsStreamFromWorkflow = toGetPodLogsStream(
@@ -112,11 +129,15 @@ export const getPodLogsStreamFromWorkflow = toGetPodLogsStream(
  * on the provided pod name and namespace (optional).
  */
 export function toGetPodLogsStream(
-  getMinioRequestConfig: (podName: string, namespace?: string) => Promise<MinioRequestConfig>,
+  getMinioRequestConfig: (
+    podName: string,
+    createdAt: string,
+    namespace?: string,
+  ) => Promise<MinioRequestConfig>,
 ) {
-  return async (podName: string, namespace?: string) => {
-    const request = await getMinioRequestConfig(podName, namespace);
-    console.log(`Getting logs for pod:${podName} from ${request.bucket}/${request.key}.`);
+  return async (podName: string, createdAt: string, namespace?: string) => {
+    const request = await getMinioRequestConfig(podName, createdAt, namespace);
+    console.log(`Getting logs for pod, ${podName}, from ${request.bucket}/${request.key}.`);
     return await getObjectStream(request);
   };
 }
@@ -127,24 +148,54 @@ export function toGetPodLogsStream(
  * client).
  * @param minioOptions Minio options to create a minio client.
  * @param bucket bucket containing the pod logs artifacts.
- * @param prefix prefix for pod logs artifacts stored in the bucket.
+ * @param keyFormat the keyFormat for pod logs artifacts stored in the bucket.
  */
 export function createPodLogsMinioRequestConfig(
   minioOptions: MinioClientOptions,
   bucket: string,
-  prefix: string,
+  keyFormat: string,
 ) {
-  // TODO: support pod log artifacts for diff namespace.
-  // different bucket/prefix for diff namespace?
-  return async (podName: string, _namespace?: string): Promise<MinioRequestConfig> => {
+  return async (
+    podName: string,
+    createdAt: string,
+    namespace: string = '',
+  ): Promise<MinioRequestConfig> => {
     // create a new client each time to ensure session token has not expired
     const client = await createMinioClient(minioOptions, 's3');
-    const workflowName = workflowNameFromPodName(podName);
-    return {
-      bucket,
-      client,
-      key: path.join(prefix, workflowName, podName, 'main.log'),
-    };
+    const createdAtArray = createdAt.split('-');
+
+    let key: string = keyFormat
+      .replace(/\s+/g, '') // Remove all whitespace.
+      .replace('{{workflow.name}}', podName.replace(/-system-container-impl-.*/, ''))
+      .replace('{{workflow.creationTimestamp.Y}}', createdAtArray[0])
+      .replace('{{workflow.creationTimestamp.m}}', createdAtArray[1])
+      .replace('{{workflow.creationTimestamp.d}}', createdAtArray[2])
+      .replace('{{pod.name}}', podName)
+      .replace('{{workflow.namespace}}', namespace);
+
+    if (!key.endsWith('/')) {
+      key = key + '/';
+    }
+    key = key + 'main.log';
+
+    // If there are unresolved template tags in the keyFormat, throw an error
+    // that surfaces in the frontend's console log.
+    if (key.includes('{') || key.includes('}')) {
+      throw new Error(
+        `keyFormat, which is defined in config.ts or through the ARGO_KEYFORMAT env var, appears to include template tags that are not supported. ` +
+          `The resulting log key, ${key}, includes unresolved template tags and is therefore invalid.`,
+      );
+    }
+
+    const regex = /^[a-zA-Z0-9\-._/]+$/; // Allow letters, numbers, -, ., _, /
+    if (!regex.test(key)) {
+      throw new Error(
+        `The log key, ${key}, which is derived from keyFormat in config.ts or through the ARGO_KEYFORMAT env var, is an invalid path. ` +
+          `Supported characters include: letters, numbers, -, ., _, and /.`,
+      );
+    }
+
+    return { bucket, client, key };
   };
 }
 
@@ -158,33 +209,42 @@ export async function getPodLogsMinioRequestConfigfromWorkflow(
   podName: string,
 ): Promise<MinioRequestConfig> {
   let workflow: PartialArgoWorkflow;
+  // We should probably parameterize this replace statement. It's brittle to
+  // changes in implementation. But brittle is better than completely broken.
+  let workflowName = podName.replace(/-system-container-impl-.*/, '');
   try {
-    workflow = await getArgoWorkflow(workflowNameFromPodName(podName));
+    workflow = await getArgoWorkflow(workflowName);
   } catch (err) {
     throw new Error(`Unable to retrieve workflow status: ${err}.`);
   }
 
+  // archiveLogs can be set globally for the workflow as a whole and / or for
+  // each individual task. The compiler sets it globally so we look for it in
+  // the global field, which is documented here:
+  // https://argo-workflows.readthedocs.io/en/release-3.4/fields/#workflow
+  if (!workflow.status.artifactRepositoryRef?.artifactRepository?.archiveLogs) {
+    throw new Error('Unable to retrieve logs from artifact store; archiveLogs is disabled.');
+  }
+
   let artifacts: ArtifactRecord[] | undefined;
-  // check if required fields are available
   if (workflow.status && workflow.status.nodes) {
-    const node = workflow.status.nodes[podName];
-    if (node && node.outputs && node.outputs.artifacts) {
-      artifacts = node.outputs.artifacts;
-    }
+    const nodeName = podName.replace('-system-container-impl', '');
+    const node = workflow.status.nodes[nodeName];
+    artifacts = node?.outputs?.artifacts || undefined;
   }
   if (!artifacts) {
-    throw new Error('Unable to find pod info in workflow status to retrieve logs.');
+    throw new Error('Unable to find corresponding log artifact in node.');
   }
 
-  const archiveLogs: ArtifactRecord[] = artifacts.filter((artifact: any) => artifact.archiveLogs);
-
-  if (archiveLogs.length === 0) {
-    throw new Error('Unable to find pod log archive information from workflow status.');
+  const logKey =
+    artifacts.find((artifact: ArtifactRecord) => artifact.name === 'main-logs')?.s3.key || false;
+  if (!logKey) {
+    throw new Error('No artifact named "main-logs" for node.');
   }
 
-  const s3Artifact = archiveLogs[0].s3;
+  const s3Artifact = workflow.status.artifactRepositoryRef.artifactRepository.s3 || false;
   if (!s3Artifact) {
-    throw new Error('Unable to find s3 artifact info from workflow status.');
+    throw new Error('Unable to find artifact repository information from workflow status.');
   }
 
   const { host, port } = urlSplit(s3Artifact.endpoint, s3Artifact.insecure);
@@ -193,6 +253,10 @@ export async function getPodLogsMinioRequestConfigfromWorkflow(
   const client = await createMinioClient(
     {
       accessKey,
+      // TODO: endPoint needs to be set to 'localhost' for local development.
+      // start-proxy-and-server.sh sets MINIO_HOST=localhost, but it doesn't
+      // seem to be respected when running the server in development mode.
+      // Investigate and fix this.
       endPoint: host,
       port,
       secretKey,
@@ -203,7 +267,7 @@ export async function getPodLogsMinioRequestConfigfromWorkflow(
   return {
     bucket: s3Artifact.bucket,
     client,
-    key: s3Artifact.key,
+    key: logKey,
   };
 }
 
@@ -233,13 +297,3 @@ function urlSplit(uri: string, insecure: boolean) {
   }
   return { host: chunks[0], port: parseInt(chunks[1], 10) };
 }
-
-/**
- * Infers workflow name from pod name.
- * @param podName name of the pod.
- */
-function workflowNameFromPodName(podName: string) {
-  const chunks = podName.split('-');
-  chunks.pop();
-  return chunks.join('-');
-}
diff --git a/frontend/src/components/NewRunParametersV2.tsx b/frontend/src/components/NewRunParametersV2.tsx
index e864bd1e81d..1fced87abf7 100644
--- a/frontend/src/components/NewRunParametersV2.tsx
+++ b/frontend/src/components/NewRunParametersV2.tsx
@@ -70,8 +70,7 @@ const protoMap = new Map<string, string>([
 ]);
 
 function convertInput(paramStr: string, paramType: ParameterType_ParameterTypeEnum): any {
-  // TBD (jlyaoyuli): Currently, empty string is not allowed.
-  if (paramStr === '') {
+  if (paramStr === '' && paramType !== ParameterType_ParameterTypeEnum.STRING) {
     return undefined;
   }
   switch (paramType) {
diff --git a/frontend/src/components/tabs/RuntimeNodeDetailsV2.tsx b/frontend/src/components/tabs/RuntimeNodeDetailsV2.tsx
index 8a1cac7faa4..6c22ecc9933 100644
--- a/frontend/src/components/tabs/RuntimeNodeDetailsV2.tsx
+++ b/frontend/src/components/tabs/RuntimeNodeDetailsV2.tsx
@@ -306,6 +306,7 @@ async function getLogsInfo(execution: Execution, runId?: string): Promise<Map<st
   let logsBannerMessage = '';
   let logsBannerAdditionalInfo = '';
   const customPropertiesMap = execution.getCustomPropertiesMap();
+  const createdAt = new Date(execution.getCreateTimeSinceEpoch()).toISOString().split('T')[0];
 
   if (execution) {
     podName = customPropertiesMap.get(KfpExecutionProperties.POD_NAME)?.getStringValue() || '';
@@ -321,7 +322,7 @@ async function getLogsInfo(execution: Execution, runId?: string): Promise<Map<st
   }
 
   try {
-    logsDetails = await Apis.getPodLogs(runId!, podName, podNameSpace);
+    logsDetails = await Apis.getPodLogs(runId!, podName, podNameSpace, createdAt);
     logsInfo.set(LOGS_DETAILS, logsDetails);
   } catch (err) {
     let errMsg = await errorToMessage(err);
diff --git a/frontend/src/lib/Apis.test.ts b/frontend/src/lib/Apis.test.ts
index 8c4c2184c52..b85f883d949 100644
--- a/frontend/src/lib/Apis.test.ts
+++ b/frontend/src/lib/Apis.test.ts
@@ -60,7 +60,9 @@ describe('Apis', () => {
 
   it('getPodLogs', async () => {
     const spy = fetchSpy('http://some/address');
-    expect(await Apis.getPodLogs('a-run-id', 'some-pod-name', 'ns')).toEqual('http://some/address');
+    expect(await Apis.getPodLogs('a-run-id', 'some-pod-name', 'ns', '')).toEqual(
+      'http://some/address',
+    );
     expect(spy).toHaveBeenCalledWith(
       'k8s/pod/logs?podname=some-pod-name&runid=a-run-id&podnamespace=ns',
       {
@@ -71,7 +73,7 @@ describe('Apis', () => {
 
   it('getPodLogs in a specific namespace', async () => {
     const spy = fetchSpy('http://some/address');
-    expect(await Apis.getPodLogs('a-run-id', 'some-pod-name', 'some-namespace-name')).toEqual(
+    expect(await Apis.getPodLogs('a-run-id', 'some-pod-name', 'some-namespace-name', '')).toEqual(
       'http://some/address',
     );
     expect(spy).toHaveBeenCalledWith(
@@ -82,6 +84,19 @@ describe('Apis', () => {
     );
   });
 
+  it('getPodLogs with createdat specified', async () => {
+    const spy = fetchSpy('http://some/address');
+    expect(await Apis.getPodLogs('a-run-id', 'some-pod-name', 'ns', '2024-08-13')).toEqual(
+      'http://some/address',
+    );
+    expect(spy).toHaveBeenCalledWith(
+      'k8s/pod/logs?podname=some-pod-name&runid=a-run-id&podnamespace=ns&createdat=2024-08-13',
+      {
+        credentials: 'same-origin',
+      },
+    );
+  });
+
   it('getPodLogs error', async () => {
     jest.spyOn(console, 'error').mockImplementation(() => null);
     window.fetch = jest.fn(() =>
diff --git a/frontend/src/lib/Apis.ts b/frontend/src/lib/Apis.ts
index c87fa6d5078..83ade5db2e0 100644
--- a/frontend/src/lib/Apis.ts
+++ b/frontend/src/lib/Apis.ts
@@ -108,13 +108,21 @@ export class Apis {
   /**
    * Get pod logs
    */
-  public static getPodLogs(runId: string, podName: string, podNamespace: string): Promise<string> {
+  public static getPodLogs(
+    runId: string,
+    podName: string,
+    podNamespace: string,
+    createdAt: string,
+  ): Promise<string> {
     let query = `k8s/pod/logs?podname=${encodeURIComponent(podName)}&runid=${encodeURIComponent(
       runId,
     )}`;
     if (podNamespace) {
       query += `&podnamespace=${encodeURIComponent(podNamespace)}`;
     }
+    if (createdAt) {
+      query += `&createdat=${encodeURIComponent(createdAt)}`;
+    }
     return this._fetch(query);
   }
 
diff --git a/frontend/src/pages/ResourceSelector.tsx b/frontend/src/pages/ResourceSelector.tsx
index be81359edee..44bd8973d88 100644
--- a/frontend/src/pages/ResourceSelector.tsx
+++ b/frontend/src/pages/ResourceSelector.tsx
@@ -78,7 +78,7 @@ class ResourceSelector extends React.Component<ResourceSelectorProps, ResourceSe
         {title && <Toolbar actions={toolbarActionMap} breadcrumbs={[]} pageTitle={title} />}
 
         <CustomTable
-          isCalledByV1={true}
+          isCalledByV1={false}
           columns={columns}
           rows={rows}
           selectedIds={selectedIds}
diff --git a/frontend/src/pages/RunDetails.test.tsx b/frontend/src/pages/RunDetails.test.tsx
index fa70e8917c0..8e5a24a1ae5 100644
--- a/frontend/src/pages/RunDetails.test.tsx
+++ b/frontend/src/pages/RunDetails.test.tsx
@@ -1165,6 +1165,7 @@ describe('RunDetails', () => {
         'test-run-id',
         'workflow1-template1-node1',
         'ns',
+        '',
       );
       expect(tree).toMatchSnapshot();
     });
@@ -1255,6 +1256,7 @@ describe('RunDetails', () => {
         'test-run-id',
         'workflow1-template1-node1',
         'username',
+        '',
       );
     });
 
diff --git a/frontend/src/pages/RunDetails.tsx b/frontend/src/pages/RunDetails.tsx
index efff01f7588..afca9e5f0a4 100644
--- a/frontend/src/pages/RunDetails.tsx
+++ b/frontend/src/pages/RunDetails.tsx
@@ -1062,7 +1062,7 @@ class RunDetails extends Page<RunDetailsInternalProps, RunDetailsState> {
 
     try {
       const nodeName = getNodeNameFromNodeId(this.state.workflow!, selectedNodeDetails.id);
-      selectedNodeDetails.logs = await Apis.getPodLogs(runId, nodeName, namespace);
+      selectedNodeDetails.logs = await Apis.getPodLogs(runId, nodeName, namespace, '');
     } catch (err) {
       let errMsg = await errorToMessage(err);
       logsBannerMessage = 'Failed to retrieve pod logs.';
diff --git a/frontend/src/pages/__snapshots__/ResourceSelector.test.tsx.snap b/frontend/src/pages/__snapshots__/ResourceSelector.test.tsx.snap
index cb561ae3cef..31230b7a62e 100644
--- a/frontend/src/pages/__snapshots__/ResourceSelector.test.tsx.snap
+++ b/frontend/src/pages/__snapshots__/ResourceSelector.test.tsx.snap
@@ -29,7 +29,7 @@ exports[`ResourceSelector displays resource selector 1`] = `
     emptyMessage="Test - Sorry, no resources."
     filterLabel="test filter label"
     initialSortColumn="created_at"
-    isCalledByV1={true}
+    isCalledByV1={false}
     reload={[Function]}
     rows={
       Array [
diff --git a/go.mod b/go.mod
index 43ac2889ea8..1337ebb719b 100644
--- a/go.mod
+++ b/go.mod
@@ -3,7 +3,7 @@ module github.com/kubeflow/pipelines
 require (
 	github.com/Masterminds/squirrel v0.0.0-20190107164353-fa735ea14f09
 	github.com/VividCortex/mysqlerr v0.0.0-20170204212430-6c6b55f8796f
-	github.com/argoproj/argo-workflows/v3 v3.4.16
+	github.com/argoproj/argo-workflows/v3 v3.4.17
 	github.com/aws/aws-sdk-go v1.45.25
 	github.com/cenkalti/backoff v2.2.1+incompatible
 	github.com/eapache/go-resiliency v1.2.0
@@ -13,7 +13,7 @@ require (
 	github.com/go-openapi/errors v0.20.2
 	github.com/go-openapi/runtime v0.21.1
 	github.com/go-openapi/strfmt v0.21.1
-	github.com/go-openapi/swag v0.22.3
+	github.com/go-openapi/swag v0.22.6
 	github.com/go-openapi/validate v0.20.3
 	github.com/go-sql-driver/mysql v1.7.1
 	github.com/golang/glog v1.2.0
@@ -21,7 +21,7 @@ require (
 	github.com/google/addlicense v0.0.0-20200906110928-a0294312aa76
 	github.com/google/cel-go v0.12.6
 	github.com/google/go-cmp v0.6.0
-	github.com/google/uuid v1.3.1
+	github.com/google/uuid v1.5.0
 	github.com/gorilla/mux v1.8.0
 	github.com/grpc-ecosystem/go-grpc-middleware v1.3.0
 	github.com/grpc-ecosystem/grpc-gateway v1.16.0
@@ -32,7 +32,7 @@ require (
 	github.com/kubeflow/kfp-tekton/tekton-catalog/tekton-exithandler v0.0.0-20231127195001-a75d4b3711ff
 	github.com/kubeflow/kfp-tekton/tekton-catalog/tekton-kfptask v0.0.0-20231127195001-a75d4b3711ff
 	github.com/kubeflow/pipelines/api v0.0.0-20231027040853-58ce09e07d03
-	github.com/kubeflow/pipelines/kubernetes_platform v0.0.0-20240403164522-8b2a099e8c9f
+	github.com/kubeflow/pipelines/kubernetes_platform v0.0.0-20240725205754-d911c8b73b49
 	github.com/kubeflow/pipelines/third_party/ml-metadata v0.0.0-20230810215105-e1f0c010f800
 	github.com/lestrrat-go/strftime v1.0.4
 	github.com/mattn/go-sqlite3 v1.14.19
@@ -47,11 +47,11 @@ require (
 	github.com/tektoncd/pipeline v0.53.2
 	go.uber.org/zap v1.26.0 // indirect
 	gocloud.dev v0.22.0
-	golang.org/x/net v0.19.0
-	google.golang.org/genproto v0.0.0-20231002182017-d307bd883b97 // indirect
-	google.golang.org/grpc v1.58.3
+	golang.org/x/net v0.21.0
+	google.golang.org/genproto v0.0.0-20231212172506-995d672761c0 // indirect
+	google.golang.org/grpc v1.60.1
 	google.golang.org/grpc/cmd/protoc-gen-go-grpc v1.1.0
-	google.golang.org/protobuf v1.31.0
+	google.golang.org/protobuf v1.32.0
 	gopkg.in/yaml.v3 v3.0.1
 	k8s.io/api v0.27.2
 	k8s.io/apimachinery v0.27.3
@@ -66,16 +66,16 @@ require (
 
 require (
 	github.com/prometheus/client_golang v1.16.0
-	golang.org/x/oauth2 v0.13.0
-	google.golang.org/genproto/googleapis/api v0.0.0-20231002182017-d307bd883b97
-	google.golang.org/genproto/googleapis/rpc v0.0.0-20231009173412-8bfb1ae86b6c
+	golang.org/x/oauth2 v0.16.0
+	google.golang.org/genproto/googleapis/api v0.0.0-20231212172506-995d672761c0
+	google.golang.org/genproto/googleapis/rpc v0.0.0-20240102182953-50ed04b92917
 )
 
 require (
-	cloud.google.com/go v0.110.8 // indirect
-	cloud.google.com/go/compute v1.23.0 // indirect
+	cloud.google.com/go v0.111.0 // indirect
+	cloud.google.com/go/compute v1.23.3 // indirect
 	cloud.google.com/go/compute/metadata v0.2.3 // indirect
-	cloud.google.com/go/iam v1.1.2 // indirect
+	cloud.google.com/go/iam v1.1.5 // indirect
 	cloud.google.com/go/storage v1.30.1 // indirect
 	contrib.go.opencensus.io/exporter/ocagent v0.7.1-0.20200907061046-05415f1de66d // indirect
 	contrib.go.opencensus.io/exporter/prometheus v0.4.0 // indirect
@@ -83,7 +83,6 @@ require (
 	github.com/Masterminds/semver/v3 v3.2.0 // indirect
 	github.com/Masterminds/sprig/v3 v3.2.3 // indirect
 	github.com/antlr/antlr4/runtime/Go/antlr v1.4.10 // indirect
-	github.com/antonmedv/expr v1.12.6 // indirect
 	github.com/argoproj/pkg v0.13.6 // indirect
 	github.com/asaskevich/govalidator v0.0.0-20200907205600-7a23bdc65eef // indirect
 	github.com/beorn7/perks v1.0.1 // indirect
@@ -94,14 +93,17 @@ require (
 	github.com/davecgh/go-spew v1.1.1 // indirect
 	github.com/doublerebel/bellows v0.0.0-20160303004610-f177d92a03d3 // indirect
 	github.com/emicklei/go-restful/v3 v3.10.2 // indirect
-	github.com/evanphx/json-patch v5.6.0+incompatible // indirect
+	github.com/evanphx/json-patch v5.8.0+incompatible // indirect
 	github.com/evanphx/json-patch/v5 v5.6.0 // indirect
+	github.com/expr-lang/expr v1.16.0 // indirect
+	github.com/felixge/httpsnoop v1.0.4 // indirect
 	github.com/go-kit/log v0.2.1 // indirect
 	github.com/go-logfmt/logfmt v0.5.1 // indirect
-	github.com/go-logr/logr v1.2.4 // indirect
+	github.com/go-logr/logr v1.3.0 // indirect
+	github.com/go-logr/stdr v1.2.2 // indirect
 	github.com/go-openapi/analysis v0.20.1 // indirect
-	github.com/go-openapi/jsonpointer v0.19.6 // indirect
-	github.com/go-openapi/jsonreference v0.20.2 // indirect
+	github.com/go-openapi/jsonpointer v0.20.2 // indirect
+	github.com/go-openapi/jsonreference v0.20.4 // indirect
 	github.com/go-openapi/loads v0.21.0 // indirect
 	github.com/go-openapi/spec v0.20.4 // indirect
 	github.com/go-stack/stack v1.8.0 // indirect
@@ -112,7 +114,7 @@ require (
 	github.com/google/gofuzz v1.2.0 // indirect
 	github.com/google/s2a-go v0.1.7 // indirect
 	github.com/google/wire v0.4.0 // indirect
-	github.com/googleapis/enterprise-certificate-proxy v0.3.1 // indirect
+	github.com/googleapis/enterprise-certificate-proxy v0.3.2 // indirect
 	github.com/googleapis/gax-go/v2 v2.12.0 // indirect
 	github.com/gorilla/websocket v1.5.0 // indirect
 	github.com/grpc-ecosystem/grpc-gateway/v2 v2.11.3 // indirect
@@ -172,21 +174,26 @@ require (
 	github.com/valyala/fasttemplate v1.2.2 // indirect
 	go.mongodb.org/mongo-driver v1.7.5 // indirect
 	go.opencensus.io v0.24.0 // indirect
+	go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.46.1 // indirect
+	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.46.1 // indirect
+	go.opentelemetry.io/otel v1.21.0 // indirect
+	go.opentelemetry.io/otel/metric v1.21.0 // indirect
+	go.opentelemetry.io/otel/trace v1.21.0 // indirect
 	go.uber.org/atomic v1.10.0 // indirect
 	go.uber.org/multierr v1.10.0 // indirect
-	golang.org/x/crypto v0.16.0 // indirect
-	golang.org/x/exp v0.0.0-20230307190834-24139beb5833 // indirect
+	golang.org/x/crypto v0.22.0 // indirect
+	golang.org/x/exp v0.0.0-20230905200255-921286631fa9 // indirect
 	golang.org/x/mod v0.12.0 // indirect
-	golang.org/x/sync v0.4.0 // indirect
-	golang.org/x/sys v0.15.0 // indirect
-	golang.org/x/term v0.15.0 // indirect
+	golang.org/x/sync v0.6.0 // indirect
+	golang.org/x/sys v0.19.0 // indirect
+	golang.org/x/term v0.19.0 // indirect
 	golang.org/x/text v0.14.0 // indirect
-	golang.org/x/time v0.3.0 // indirect
+	golang.org/x/time v0.5.0 // indirect
 	golang.org/x/tools v0.13.0 // indirect
 	golang.org/x/xerrors v0.0.0-20220907171357-04be3eba64a2 // indirect
 	gomodules.xyz/jsonpatch/v2 v2.4.0 // indirect
-	google.golang.org/api v0.147.0 // indirect
-	google.golang.org/appengine v1.6.7 // indirect
+	google.golang.org/api v0.156.0 // indirect
+	google.golang.org/appengine v1.6.8 // indirect
 	gopkg.in/inf.v0 v0.9.1 // indirect
 	gopkg.in/ini.v1 v1.67.0 // indirect
 	gopkg.in/yaml.v2 v2.4.0 // indirect
diff --git a/go.sum b/go.sum
index 1b88be0d91f..01d5672e4ad 100644
--- a/go.sum
+++ b/go.sum
@@ -46,8 +46,9 @@ cloud.google.com/go v0.110.2/go.mod h1:k04UEeEtb6ZBRTv3dZz4CeJC3jKGxyhl0sAiVVqux
 cloud.google.com/go v0.110.4/go.mod h1:+EYjdK8e5RME/VY/qLCAtuyALQ9q67dvuum8i+H5xsI=
 cloud.google.com/go v0.110.6/go.mod h1:+EYjdK8e5RME/VY/qLCAtuyALQ9q67dvuum8i+H5xsI=
 cloud.google.com/go v0.110.7/go.mod h1:+EYjdK8e5RME/VY/qLCAtuyALQ9q67dvuum8i+H5xsI=
-cloud.google.com/go v0.110.8 h1:tyNdfIxjzaWctIiLYOTalaLKZ17SI44SKFW26QbOhME=
 cloud.google.com/go v0.110.8/go.mod h1:Iz8AkXJf1qmxC3Oxoep8R1T36w8B92yU29PcBhHO5fk=
+cloud.google.com/go v0.111.0 h1:YHLKNupSD1KqjDbQ3+LVdQ81h/UJbJyZG203cEfnQgM=
+cloud.google.com/go v0.111.0/go.mod h1:0mibmpKP1TyOOFYQY5izo0LnT+ecvOQ0Sg3OdmMiNRU=
 cloud.google.com/go/accessapproval v1.4.0/go.mod h1:zybIuC3KpDOvotz59lFe5qxRZx6C75OtwbisN56xYB4=
 cloud.google.com/go/accessapproval v1.5.0/go.mod h1:HFy3tuiGvMdcd/u+Cu5b9NkO1pEICJ46IR82PoUdplw=
 cloud.google.com/go/accessapproval v1.6.0/go.mod h1:R0EiYnwV5fsRFiKZkPHr6mwyk2wxUJ30nL4j2pcFY2E=
@@ -227,8 +228,9 @@ cloud.google.com/go/compute v1.19.1/go.mod h1:6ylj3a05WF8leseCdIf77NK0g1ey+nj5IK
 cloud.google.com/go/compute v1.19.3/go.mod h1:qxvISKp/gYnXkSAD1ppcSOveRAmzxicEv/JlizULFrI=
 cloud.google.com/go/compute v1.20.1/go.mod h1:4tCnrn48xsqlwSAiLf1HXMQk8CONslYbdiEZc9FEIbM=
 cloud.google.com/go/compute v1.21.0/go.mod h1:4tCnrn48xsqlwSAiLf1HXMQk8CONslYbdiEZc9FEIbM=
-cloud.google.com/go/compute v1.23.0 h1:tP41Zoavr8ptEqaW6j+LQOnyBBhO7OkOMAGrgLopTwY=
 cloud.google.com/go/compute v1.23.0/go.mod h1:4tCnrn48xsqlwSAiLf1HXMQk8CONslYbdiEZc9FEIbM=
+cloud.google.com/go/compute v1.23.3 h1:6sVlXXBmbd7jNX0Ipq0trII3e4n1/MsADLK6a+aiVlk=
+cloud.google.com/go/compute v1.23.3/go.mod h1:VCgBUoMnIVIR0CscqQiPJLAG25E3ZRZMzcFZeQ+h8CI=
 cloud.google.com/go/compute/metadata v0.1.0/go.mod h1:Z1VN+bulIf6bt4P/C37K4DyZYZEXYonfTBHHFPO/4UU=
 cloud.google.com/go/compute/metadata v0.2.0/go.mod h1:zFmK7XCadkQkj6TtorcaGlCW1hT1fIilQDwofLpJ20k=
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@@ -427,8 +429,9 @@ cloud.google.com/go/iam v0.13.0/go.mod h1:ljOg+rcNfzZ5d6f1nAUJ8ZIxOaZUVoS14bKCta
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-cloud.google.com/go/iam v1.1.2 h1:gacbrBdWcoVmGLozRuStX45YKvJtzIjJdAolzUs1sm4=
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+cloud.google.com/go/iam v1.1.5 h1:1jTsCu4bcsNsE4iiqNT5SHwrDRCfRmIaaaVFhRveTJI=
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@@ -977,14 +980,12 @@ github.com/antihax/optional v1.0.0/go.mod h1:uupD/76wgC+ih3iEmQUL+0Ugr19nfwCT1kd
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@@ -1152,6 +1153,7 @@ github.com/cncf/xds/go v0.0.0-20220314180256-7f1daf1720fc/go.mod h1:eXthEFrGJvWH
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@@ -1435,6 +1437,7 @@ github.com/envoyproxy/protoc-gen-validate v0.9.1/go.mod h1:OKNgG7TCp5pF4d6XftA0+
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@@ -1442,10 +1445,12 @@ github.com/evanphx/json-patch v0.5.2/go.mod h1:ZWS5hhDbVDyob71nXKNL0+PWn6ToqBHMi
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@@ -1458,6 +1463,8 @@ github.com/fatih/structs v1.1.0/go.mod h1:9NiDSp5zOcgEDl+j00MP/WkGVPOlPRLejGD8Ga
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@@ -1533,9 +1540,11 @@ github.com/go-logr/logr v1.2.0/go.mod h1:jdQByPbusPIv2/zmleS9BjJVeZ6kBagPoEUsqbV
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@@ -1566,8 +1575,9 @@ github.com/go-openapi/jsonpointer v0.18.0/go.mod h1:cOnomiV+CVVwFLk0A/MExoFMjwds
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@@ -1576,8 +1586,9 @@ github.com/go-openapi/jsonreference v0.19.5/go.mod h1:RdybgQwPxbL4UEjuAruzK1x3nE
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@@ -1633,8 +1644,9 @@ github.com/go-openapi/swag v0.19.12/go.mod h1:eFdyEBkTdoAf/9RXBvj4cr1nH7GD8Kzo5H
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@@ -1889,8 +1901,9 @@ github.com/google/uuid v1.1.1/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+
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@@ -1899,8 +1912,9 @@ github.com/googleapis/enterprise-certificate-proxy v0.2.0/go.mod h1:8C0jb7/mgJe/
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 github.com/googleapis/enterprise-certificate-proxy v0.3.1/go.mod h1:VLSiSSBs/ksPL8kq3OBOQ6WRI2QnaFynd1DCjZ62+V0=
+github.com/googleapis/enterprise-certificate-proxy v0.3.2 h1:Vie5ybvEvT75RniqhfFxPRy3Bf7vr3h0cechB90XaQs=
+github.com/googleapis/enterprise-certificate-proxy v0.3.2/go.mod h1:VLSiSSBs/ksPL8kq3OBOQ6WRI2QnaFynd1DCjZ62+V0=
 github.com/googleapis/gax-go/v2 v2.0.4/go.mod h1:0Wqv26UfaUD9n4G6kQubkQ+KchISgw+vpHVxEJEs9eg=
 github.com/googleapis/gax-go/v2 v2.0.5/go.mod h1:DWXyrwAJ9X0FpwwEdw+IPEYBICEFu5mhpdKc/us6bOk=
 github.com/googleapis/gax-go/v2 v2.1.0/go.mod h1:Q3nei7sK6ybPYH7twZdmQpAd1MKb7pfu6SK+H1/DsU0=
@@ -2198,8 +2212,8 @@ github.com/kubeflow/kfp-tekton/tekton-catalog/tekton-kfptask v0.0.0-202311271950
 github.com/kubeflow/kfp-tekton/tekton-catalog/tekton-kfptask v0.0.0-20231127195001-a75d4b3711ff/go.mod h1:lAFdPugzj3bcAXyN3+8y0NByidZ88zwGxMc+gdc8cHw=
 github.com/kubeflow/pipelines/api v0.0.0-20231027040853-58ce09e07d03 h1:reL3LbkRIozBkKSUYjtQFV2kVC1R4WHG9FrTClRT1FY=
 github.com/kubeflow/pipelines/api v0.0.0-20231027040853-58ce09e07d03/go.mod h1:T7TOQB36gGe97yUdfVAnYK5uuT0+uQbLNHDUHxYkmE4=
-github.com/kubeflow/pipelines/kubernetes_platform v0.0.0-20240403164522-8b2a099e8c9f h1:O5GmJN8tALpiqL0dUo4uhOkqHG8xOkNCgT7QI9q9GnE=
-github.com/kubeflow/pipelines/kubernetes_platform v0.0.0-20240403164522-8b2a099e8c9f/go.mod h1:CJkKr356RlpZP/gQRuHf3Myrn1qJtoUVe4EMCmtwarg=
+github.com/kubeflow/pipelines/kubernetes_platform v0.0.0-20240725205754-d911c8b73b49 h1:Xf1qun8x4ZJj/nLZpUSIaphDK04NKeV7WME31qIC8Xo=
+github.com/kubeflow/pipelines/kubernetes_platform v0.0.0-20240725205754-d911c8b73b49/go.mod h1:UhJrmpVSWawsAsSr1OzZfsEZTvQce+GvGwcZ58ULEhM=
 github.com/kubeflow/pipelines/third_party/ml-metadata v0.0.0-20230810215105-e1f0c010f800 h1:YAW+X9xCW8Yq5tQaBBQaLTNU9CJj8Nr7lx1+k66ZHJ0=
 github.com/kubeflow/pipelines/third_party/ml-metadata v0.0.0-20230810215105-e1f0c010f800/go.mod h1:chIDffBaVQ/asNl1pTTdbAymYcuBKf8BR3YtSP+3FEU=
 github.com/kylelemons/godebug v1.1.0/go.mod h1:9/0rRGxNHcop5bhtWyNeEfOS8JIWk580+fNqagV/RAw=
@@ -2919,9 +2933,13 @@ go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.2
 go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.28.0/go.mod h1:vEhqr0m4eTc+DWxfsXoXue2GBgV2uUwVznkGIHW/e5w=
 go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.35.0/go.mod h1:h8TWwRAhQpOd0aM5nYsRD8+flnkj+526GEIVlarH7eY=
 go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.40.0/go.mod h1:UMklln0+MRhZC4e3PwmN3pCtq4DyIadWw4yikh6bNrw=
+go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.46.1 h1:SpGay3w+nEwMpfVnbqOLH5gY52/foP8RE8UzTZ1pdSE=
+go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.46.1/go.mod h1:4UoMYEZOC0yN/sPGH76KPkkU7zgiEWYWL9vwmbnTJPE=
 go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.20.0/go.mod h1:2AboqHi0CiIZU0qwhtUfCYD1GeUzvvIXWNkhDt7ZMG4=
 go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.32.0/go.mod h1:5eCOqeGphOyz6TsY3ZDNjE33SM/TFAK3RGuCL2naTgY=
 go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.35.0/go.mod h1:9NiG9I2aHTKkcxqCILhjtyNA1QEiCjdBACv4IvrFQ+c=
+go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.46.1 h1:aFJWCqJMNjENlcleuuOkGAPH82y0yULBScfXcIEdS24=
+go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.46.1/go.mod h1:sEGXWArGqc3tVa+ekntsN65DmVbVeW+7lTKTjZF3/Fo=
 go.opentelemetry.io/otel v0.20.0/go.mod h1:Y3ugLH2oa81t5QO+Lty+zXf8zC9L26ax4Nzoxm/dooo=
 go.opentelemetry.io/otel v1.0.1/go.mod h1:OPEOD4jIT2SlZPMmwT6FqZz2C0ZNdQqiWcoK6M0SNFU=
 go.opentelemetry.io/otel v1.3.0/go.mod h1:PWIKzi6JCp7sM0k9yZ43VX+T345uNbAkDKwHVjb2PTs=
@@ -2931,6 +2949,8 @@ go.opentelemetry.io/otel v1.10.0/go.mod h1:NbvWjCthWHKBEUMpf0/v8ZRZlni86PpGFEMA9
 go.opentelemetry.io/otel v1.14.0/go.mod h1:o4buv+dJzx8rohcUeRmWUZhqupFvzWis188WlggnNeU=
 go.opentelemetry.io/otel v1.17.0/go.mod h1:I2vmBGtFaODIVMBSTPVDlJSzBDNf93k60E6Ft0nyjo0=
 go.opentelemetry.io/otel v1.19.0/go.mod h1:i0QyjOq3UPoTzff0PJB2N66fb4S0+rSbSB15/oyH9fY=
+go.opentelemetry.io/otel v1.21.0 h1:hzLeKBZEL7Okw2mGzZ0cc4k/A7Fta0uoPgaJCr8fsFc=
+go.opentelemetry.io/otel v1.21.0/go.mod h1:QZzNPQPm1zLX4gZK4cMi+71eaorMSGT3A4znnUvNNEo=
 go.opentelemetry.io/otel/exporters/jaeger v1.17.0/go.mod h1:nPCqOnEH9rNLKqH/+rrUjiMzHJdV1BlpKcTwRTyKkKI=
 go.opentelemetry.io/otel/exporters/otlp v0.20.0/go.mod h1:YIieizyaN77rtLJra0buKiNBOm9XQfkPEKBeuhoMwAM=
 go.opentelemetry.io/otel/exporters/otlp/internal/retry v1.3.0/go.mod h1:VpP4/RMn8bv8gNo9uK7/IMY4mtWLELsS+JIP0inH0h4=
@@ -2955,6 +2975,8 @@ go.opentelemetry.io/otel/metric v0.31.0/go.mod h1:ohmwj9KTSIeBnDBm/ZwH2PSZxZzoOa
 go.opentelemetry.io/otel/metric v0.37.0/go.mod h1:DmdaHfGt54iV6UKxsV9slj2bBRJcKC1B1uvDLIioc1s=
 go.opentelemetry.io/otel/metric v1.17.0/go.mod h1:h4skoxdZI17AxwITdmdZjjYJQH5nzijUUjm+wtPph5o=
 go.opentelemetry.io/otel/metric v1.19.0/go.mod h1:L5rUsV9kM1IxCj1MmSdS+JQAcVm319EUrDVLrt7jqt8=
+go.opentelemetry.io/otel/metric v1.21.0 h1:tlYWfeo+Bocx5kLEloTjbcDwBuELRrIFxwdQ36PlJu4=
+go.opentelemetry.io/otel/metric v1.21.0/go.mod h1:o1p3CA8nNHW8j5yuQLdc1eeqEaPfzug24uvsyIEJRWM=
 go.opentelemetry.io/otel/oteltest v0.20.0/go.mod h1:L7bgKf9ZB7qCwT9Up7i9/pn0PWIa9FqQ2IQ8LoxiGnw=
 go.opentelemetry.io/otel/sdk v0.20.0/go.mod h1:g/IcepuwNsoiX5Byy2nNV0ySUF1em498m7hBWC279Yc=
 go.opentelemetry.io/otel/sdk v1.0.1/go.mod h1:HrdXne+BiwsOHYYkBE5ysIcv2bvdZstxzmCQhxTcZkI=
@@ -2963,6 +2985,7 @@ go.opentelemetry.io/otel/sdk v1.7.0/go.mod h1:uTEOTwaqIVuTGiJN7ii13Ibp75wJmYUDe3
 go.opentelemetry.io/otel/sdk v1.10.0/go.mod h1:vO06iKzD5baltJz1zarxMCNHFpUlUiOy4s65ECtn6kE=
 go.opentelemetry.io/otel/sdk v1.14.0/go.mod h1:bwIC5TjrNG6QDCHNWvW4HLHtUQ4I+VQDsnjhvyZCALM=
 go.opentelemetry.io/otel/sdk v1.17.0/go.mod h1:U87sE0f5vQB7hwUoW98pW5Rz4ZDuCFBZFNUBlSgmDFQ=
+go.opentelemetry.io/otel/sdk v1.19.0 h1:6USY6zH+L8uMH8L3t1enZPR3WFEmSTADlqldyHtJi3o=
 go.opentelemetry.io/otel/sdk v1.19.0/go.mod h1:NedEbbS4w3C6zElbLdPJKOpJQOrGUJ+GfzpjUvI0v1A=
 go.opentelemetry.io/otel/sdk/export/metric v0.20.0/go.mod h1:h7RBNMsDJ5pmI1zExLi+bJK+Dr8NQCh0qGhm1KDnNlE=
 go.opentelemetry.io/otel/sdk/metric v0.20.0/go.mod h1:knxiS8Xd4E/N+ZqKmUPf3gTTZ4/0TjTXukfxjzSTpHE=
@@ -2975,6 +2998,8 @@ go.opentelemetry.io/otel/trace v1.10.0/go.mod h1:Sij3YYczqAdz+EhmGhE6TpTxUO5/F/A
 go.opentelemetry.io/otel/trace v1.14.0/go.mod h1:8avnQLK+CG77yNLUae4ea2JDQ6iT+gozhnZjy/rw9G8=
 go.opentelemetry.io/otel/trace v1.17.0/go.mod h1:I/4vKTgFclIsXRVucpH25X0mpFSczM7aHeaz0ZBLWjY=
 go.opentelemetry.io/otel/trace v1.19.0/go.mod h1:mfaSyvGyEJEI0nyV2I4qhNQnbBOUUmYZpYojqMnX2vo=
+go.opentelemetry.io/otel/trace v1.21.0 h1:WD9i5gzvoUPuXIXH24ZNBudiarZDKuekPqi/E8fpfLc=
+go.opentelemetry.io/otel/trace v1.21.0/go.mod h1:LGbsEB0f9LGjN+OZaQQ26sohbOmiMR+BaslueVtS/qQ=
 go.opentelemetry.io/proto/otlp v0.7.0/go.mod h1:PqfVotwruBrMGOCsRd/89rSnXhoiJIqeYNgFYFoEGnI=
 go.opentelemetry.io/proto/otlp v0.9.0/go.mod h1:1vKfU9rv61e9EVGthD1zNvUbiwPcimSsOPU9brfSHJg=
 go.opentelemetry.io/proto/otlp v0.11.0/go.mod h1:QpEjXPrNQzrFDZgoTo49dgHR9RYRSrg3NAKnUGl9YpQ=
@@ -3083,8 +3108,8 @@ golang.org/x/crypto v0.11.0/go.mod h1:xgJhtzW8F9jGdVFWZESrid1U1bjeNy4zgy5cRr/CIi
 golang.org/x/crypto v0.12.0/go.mod h1:NF0Gs7EO5K4qLn+Ylc+fih8BSTeIjAP05siRnAh98yw=
 golang.org/x/crypto v0.13.0/go.mod h1:y6Z2r+Rw4iayiXXAIxJIDAJ1zMW4yaTpebo8fPOliYc=
 golang.org/x/crypto v0.14.0/go.mod h1:MVFd36DqK4CsrnJYDkBA3VC4m2GkXAM0PvzMCn4JQf4=
-golang.org/x/crypto v0.16.0 h1:mMMrFzRSCF0GvB7Ne27XVtVAaXLrPmgPC7/v0tkwHaY=
-golang.org/x/crypto v0.16.0/go.mod h1:gCAAfMLgwOJRpTjQ2zCCt2OcSfYMTeZVSRtQlPC7Nq4=
+golang.org/x/crypto v0.22.0 h1:g1v0xeRhjcugydODzvb3mEM9SQ0HGp9s/nh3COQ/C30=
+golang.org/x/crypto v0.22.0/go.mod h1:vr6Su+7cTlO45qkww3VDJlzDn0ctJvRgYbC2NvXHt+M=
 golang.org/x/exp v0.0.0-20180321215751-8460e604b9de/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
 golang.org/x/exp v0.0.0-20180807140117-3d87b88a115f/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
 golang.org/x/exp v0.0.0-20190121172915-509febef88a4/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
@@ -3100,8 +3125,9 @@ golang.org/x/exp v0.0.0-20200119233911-0405dc783f0a/go.mod h1:2RIsYlXP63K8oxa1u0
 golang.org/x/exp v0.0.0-20200207192155-f17229e696bd/go.mod h1:J/WKrq2StrnmMY6+EHIKF9dgMWnmCNThgcyBT1FY9mM=
 golang.org/x/exp v0.0.0-20200224162631-6cc2880d07d6/go.mod h1:3jZMyOhIsHpP37uCMkUooju7aAi5cS1Q23tOzKc+0MU=
 golang.org/x/exp v0.0.0-20220827204233-334a2380cb91/go.mod h1:cyybsKvd6eL0RnXn6p/Grxp8F5bW7iYuBgsNCOHpMYE=
-golang.org/x/exp v0.0.0-20230307190834-24139beb5833 h1:SChBja7BCQewoTAU7IgvucQKMIXrEpFxNMs0spT3/5s=
 golang.org/x/exp v0.0.0-20230307190834-24139beb5833/go.mod h1:CxIveKay+FTh1D0yPZemJVgC/95VzuuOLq5Qi4xnoYc=
+golang.org/x/exp v0.0.0-20230905200255-921286631fa9 h1:GoHiUyI/Tp2nVkLI2mCxVkOjsbSXD66ic0XW0js0R9g=
+golang.org/x/exp v0.0.0-20230905200255-921286631fa9/go.mod h1:S2oDrQGGwySpoQPVqRShND87VCbxmc6bL1Yd2oYrm6k=
 golang.org/x/image v0.0.0-20180708004352-c73c2afc3b81/go.mod h1:ux5Hcp/YLpHSI86hEcLt0YII63i6oz57MZXIpbrjZUs=
 golang.org/x/image v0.0.0-20190227222117-0694c2d4d067/go.mod h1:kZ7UVZpmo3dzQBMxlp+ypCbDeSB+sBbTgSJuh5dn5js=
 golang.org/x/image v0.0.0-20190802002840-cff245a6509b/go.mod h1:FeLwcggjj3mMvU+oOTbSwawSJRM1uh48EjtB4UJZlP0=
@@ -3253,8 +3279,8 @@ golang.org/x/net v0.14.0/go.mod h1:PpSgVXXLK0OxS0F31C1/tv6XNguvCrnXIDrFMspZIUI=
 golang.org/x/net v0.15.0/go.mod h1:idbUs1IY1+zTqbi8yxTbhexhEEk5ur9LInksu6HrEpk=
 golang.org/x/net v0.16.0/go.mod h1:NxSsAGuq816PNPmqtQdLE42eU2Fs7NoRIZrHJAlaCOE=
 golang.org/x/net v0.17.0/go.mod h1:NxSsAGuq816PNPmqtQdLE42eU2Fs7NoRIZrHJAlaCOE=
-golang.org/x/net v0.19.0 h1:zTwKpTd2XuCqf8huc7Fo2iSy+4RHPd10s4KzeTnVr1c=
-golang.org/x/net v0.19.0/go.mod h1:CfAk/cbD4CthTvqiEl8NpboMuiuOYsAr/7NOjZJtv1U=
+golang.org/x/net v0.21.0 h1:AQyQV4dYCvJ7vGmJyKki9+PBdyvhkSd8EIx/qb0AYv4=
+golang.org/x/net v0.21.0/go.mod h1:bIjVDfnllIU7BJ2DNgfnXvpSvtn8VRwhlsaeUTyUS44=
 golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U=
 golang.org/x/oauth2 v0.0.0-20190226205417-e64efc72b421/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw=
 golang.org/x/oauth2 v0.0.0-20190604053449-0f29369cfe45/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw=
@@ -3291,8 +3317,9 @@ golang.org/x/oauth2 v0.7.0/go.mod h1:hPLQkd9LyjfXTiRohC/41GhcFqxisoUQ99sCUOHO9x4
 golang.org/x/oauth2 v0.8.0/go.mod h1:yr7u4HXZRm1R1kBWqr/xKNqewf0plRYoB7sla+BCIXE=
 golang.org/x/oauth2 v0.10.0/go.mod h1:kTpgurOux7LqtuxjuyZa4Gj2gdezIt/jQtGnNFfypQI=
 golang.org/x/oauth2 v0.11.0/go.mod h1:LdF7O/8bLR/qWK9DrpXmbHLTouvRHK0SgJl0GmDBchk=
-golang.org/x/oauth2 v0.13.0 h1:jDDenyj+WgFtmV3zYVoi8aE2BwtXFLWOA67ZfNWftiY=
 golang.org/x/oauth2 v0.13.0/go.mod h1:/JMhi4ZRXAf4HG9LiNmxvk+45+96RUlVThiH8FzNBn0=
+golang.org/x/oauth2 v0.16.0 h1:aDkGMBSYxElaoP81NpoUoz2oo2R2wHdZpGToUxfyQrQ=
+golang.org/x/oauth2 v0.16.0/go.mod h1:hqZ+0LWXsiVoZpeld6jVt06P3adbS2Uu911W1SsJv2o=
 golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20181108010431-42b317875d0f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20181221193216-37e7f081c4d4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
@@ -3312,8 +3339,9 @@ golang.org/x/sync v0.0.0-20220929204114-8fcdb60fdcc0/go.mod h1:RxMgew5VJxzue5/jJ
 golang.org/x/sync v0.1.0/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.2.0/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.3.0/go.mod h1:FU7BRWz2tNW+3quACPkgCx/L+uEAv1htQ0V83Z9Rj+Y=
-golang.org/x/sync v0.4.0 h1:zxkM55ReGkDlKSM+Fu41A+zmbZuaPVbGMzvvdUPznYQ=
 golang.org/x/sync v0.4.0/go.mod h1:FU7BRWz2tNW+3quACPkgCx/L+uEAv1htQ0V83Z9Rj+Y=
+golang.org/x/sync v0.6.0 h1:5BMeUDZ7vkXGfEr1x9B4bRcTH4lpkTkpdh0T/J+qjbQ=
+golang.org/x/sync v0.6.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk=
 golang.org/x/sys v0.0.0-20180823144017-11551d06cbcc/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
 golang.org/x/sys v0.0.0-20180830151530-49385e6e1522/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
 golang.org/x/sys v0.0.0-20180905080454-ebe1bf3edb33/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
@@ -3482,8 +3510,8 @@ golang.org/x/sys v0.10.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.11.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.12.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.13.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
-golang.org/x/sys v0.15.0 h1:h48lPFYpsTvQJZF4EKyI4aLHaev3CxivZmv7yZig9pc=
-golang.org/x/sys v0.15.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
+golang.org/x/sys v0.19.0 h1:q5f1RH2jigJ1MoAWp2KTp3gm5zAGFUTarQZ5U386+4o=
+golang.org/x/sys v0.19.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
 golang.org/x/term v0.0.0-20201117132131-f5c789dd3221/go.mod h1:Nr5EML6q2oocZ2LXRh80K7BxOlk5/8JxuGnuhpl+muw=
 golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
 golang.org/x/term v0.0.0-20210615171337-6886f2dfbf5b/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
@@ -3502,8 +3530,8 @@ golang.org/x/term v0.10.0/go.mod h1:lpqdcUyK/oCiQxvxVrppt5ggO2KCZ5QblwqPnfZ6d5o=
 golang.org/x/term v0.11.0/go.mod h1:zC9APTIj3jG3FdV/Ons+XE1riIZXG4aZ4GTHiPZJPIU=
 golang.org/x/term v0.12.0/go.mod h1:owVbMEjm3cBLCHdkQu9b1opXd4ETQWc3BhuQGKgXgvU=
 golang.org/x/term v0.13.0/go.mod h1:LTmsnFJwVN6bCy1rVCoS+qHT1HhALEFxKncY3WNNh4U=
-golang.org/x/term v0.15.0 h1:y/Oo/a/q3IXu26lQgl04j/gjuBDOBlx7X6Om1j2CPW4=
-golang.org/x/term v0.15.0/go.mod h1:BDl952bC7+uMoWR75FIrCDx79TPU9oHkTZ9yRbYOrX0=
+golang.org/x/term v0.19.0 h1:+ThwsDv+tYfnJFhF4L8jITxu1tdTWRTZpdsWgEgjL6Q=
+golang.org/x/term v0.19.0/go.mod h1:2CuTdWZ7KHSQwUzKva0cbMg6q2DMI3Mmxp+gKJbskEk=
 golang.org/x/text v0.0.0-20170915032832-14c0d48ead0c/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
 golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
 golang.org/x/text v0.3.1-0.20180807135948-17ff2d5776d2/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
@@ -3539,8 +3567,9 @@ golang.org/x/time v0.0.0-20220210224613-90d013bbcef8/go.mod h1:tRJNPiyCQ0inRvYxb
 golang.org/x/time v0.0.0-20220922220347-f3bd1da661af/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
 golang.org/x/time v0.1.0/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
 golang.org/x/time v0.2.0/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
-golang.org/x/time v0.3.0 h1:rg5rLMjNzMS1RkNLzCG38eapWhnYLFYXDXj2gOlr8j4=
 golang.org/x/time v0.3.0/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
+golang.org/x/time v0.5.0 h1:o7cqy6amK/52YcAKIPlM3a+Fpj35zvRj2TP+e1xFSfk=
+golang.org/x/time v0.5.0/go.mod h1:3BpzKBy/shNhVucY/MWOyx10tF3SFh9QdLuxbVysPQM=
 golang.org/x/tools v0.0.0-20180221164845-07fd8470d635/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
 golang.org/x/tools v0.0.0-20180525024113-a5b4c53f6e8b/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
 golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
@@ -3743,8 +3772,9 @@ google.golang.org/api v0.124.0/go.mod h1:xu2HQurE5gi/3t1aFCvhPD781p0a3p11sdunTJ2
 google.golang.org/api v0.125.0/go.mod h1:mBwVAtz+87bEN6CbA1GtZPDOqY2R5ONPqJeIlvyo4Aw=
 google.golang.org/api v0.126.0/go.mod h1:mBwVAtz+87bEN6CbA1GtZPDOqY2R5ONPqJeIlvyo4Aw=
 google.golang.org/api v0.128.0/go.mod h1:Y611qgqaE92On/7g65MQgxYul3c0rEB894kniWLY750=
-google.golang.org/api v0.147.0 h1:Can3FaQo9LlVqxJCodNmeZW/ib3/qKAY3rFeXiHo5gc=
 google.golang.org/api v0.147.0/go.mod h1:pQ/9j83DcmPd/5C9e2nFOdjjNkDZ1G+zkbK2uvdkJMs=
+google.golang.org/api v0.156.0 h1:yloYcGbBtVYjLKQe4enCunxvwn3s2w/XPrrhVf6MsvQ=
+google.golang.org/api v0.156.0/go.mod h1:bUSmn4KFO0Q+69zo9CNIDp4Psi6BqM0np0CbzKRSiSY=
 google.golang.org/appengine v1.1.0/go.mod h1:EbEs0AVv82hx2wNQdGPgUI5lhzA/G0D9YwlJXL52JkM=
 google.golang.org/appengine v1.4.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7/EB5XEv4=
 google.golang.org/appengine v1.5.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7/EB5XEv4=
@@ -3752,8 +3782,9 @@ google.golang.org/appengine v1.6.1/go.mod h1:i06prIuMbXzDqacNJfV5OdTW448YApPu5ww
 google.golang.org/appengine v1.6.2/go.mod h1:i06prIuMbXzDqacNJfV5OdTW448YApPu5ww/cMBSeb0=
 google.golang.org/appengine v1.6.5/go.mod h1:8WjMMxjGQR8xUklV/ARdw2HLXBOI7O7uCIDZVag1xfc=
 google.golang.org/appengine v1.6.6/go.mod h1:8WjMMxjGQR8xUklV/ARdw2HLXBOI7O7uCIDZVag1xfc=
-google.golang.org/appengine v1.6.7 h1:FZR1q0exgwxzPzp/aF+VccGrSfxfPpkBqjIIEq3ru6c=
 google.golang.org/appengine v1.6.7/go.mod h1:8WjMMxjGQR8xUklV/ARdw2HLXBOI7O7uCIDZVag1xfc=
+google.golang.org/appengine v1.6.8 h1:IhEN5q69dyKagZPYMSdIjS2HqprW324FRQZJcGqPAsM=
+google.golang.org/appengine v1.6.8/go.mod h1:1jJ3jBArFh5pcgW8gCtRJnepW8FzD1V44FJffLiz/Ds=
 google.golang.org/cloud v0.0.0-20151119220103-975617b05ea8/go.mod h1:0H1ncTHf11KCFhTc/+EFRbzSCOZx+VUbRMk55Yv5MYk=
 google.golang.org/genproto v0.0.0-20180817151627-c66870c02cf8/go.mod h1:JiN7NxoALGmiZfu7CAH4rXhgtRTLTxftemlI0sWmxmc=
 google.golang.org/genproto v0.0.0-20190307195333-5fe7a883aa19/go.mod h1:VzzqZJRnGkLBvHegQrXjBqPurQTc5/KpmUdxsrq26oE=
@@ -3918,8 +3949,9 @@ google.golang.org/genproto v0.0.0-20230803162519-f966b187b2e5/go.mod h1:oH/ZOT02
 google.golang.org/genproto v0.0.0-20230821184602-ccc8af3d0e93/go.mod h1:yZTlhN0tQnXo3h00fuXNCxJdLdIdnVFVBaRJ5LWBbw4=
 google.golang.org/genproto v0.0.0-20230913181813-007df8e322eb/go.mod h1:yZTlhN0tQnXo3h00fuXNCxJdLdIdnVFVBaRJ5LWBbw4=
 google.golang.org/genproto v0.0.0-20230920204549-e6e6cdab5c13/go.mod h1:CCviP9RmpZ1mxVr8MUjCnSiY09IbAXZxhLE6EhHIdPU=
-google.golang.org/genproto v0.0.0-20231002182017-d307bd883b97 h1:SeZZZx0cP0fqUyA+oRzP9k7cSwJlvDFiROO72uwD6i0=
 google.golang.org/genproto v0.0.0-20231002182017-d307bd883b97/go.mod h1:t1VqOqqvce95G3hIDCT5FeO3YUc6Q4Oe24L/+rNMxRk=
+google.golang.org/genproto v0.0.0-20231212172506-995d672761c0 h1:YJ5pD9rF8o9Qtta0Cmy9rdBwkSjrTCT6XTiUQVOtIos=
+google.golang.org/genproto v0.0.0-20231212172506-995d672761c0/go.mod h1:l/k7rMz0vFTBPy+tFSGvXEd3z+BcoG1k7EHbqm+YBsY=
 google.golang.org/genproto/googleapis/api v0.0.0-20230525234020-1aefcd67740a/go.mod h1:ts19tUU+Z0ZShN1y3aPyq2+O3d5FUNNgT6FtOzmrNn8=
 google.golang.org/genproto/googleapis/api v0.0.0-20230525234035-dd9d682886f9/go.mod h1:vHYtlOoi6TsQ3Uk2yxR7NI5z8uoV+3pZtR4jmHIkRig=
 google.golang.org/genproto/googleapis/api v0.0.0-20230526203410-71b5a4ffd15e/go.mod h1:vHYtlOoi6TsQ3Uk2yxR7NI5z8uoV+3pZtR4jmHIkRig=
@@ -3931,8 +3963,9 @@ google.golang.org/genproto/googleapis/api v0.0.0-20230726155614-23370e0ffb3e/go.
 google.golang.org/genproto/googleapis/api v0.0.0-20230803162519-f966b187b2e5/go.mod h1:5DZzOUPCLYL3mNkQ0ms0F3EuUNZ7py1Bqeq6sxzI7/Q=
 google.golang.org/genproto/googleapis/api v0.0.0-20230913181813-007df8e322eb/go.mod h1:KjSP20unUpOx5kyQUFa7k4OJg0qeJ7DEZflGDu2p6Bk=
 google.golang.org/genproto/googleapis/api v0.0.0-20230920204549-e6e6cdab5c13/go.mod h1:RdyHbowztCGQySiCvQPgWQWgWhGnouTdCflKoDBt32U=
-google.golang.org/genproto/googleapis/api v0.0.0-20231002182017-d307bd883b97 h1:W18sezcAYs+3tDZX4F80yctqa12jcP1PUS2gQu1zTPU=
 google.golang.org/genproto/googleapis/api v0.0.0-20231002182017-d307bd883b97/go.mod h1:iargEX0SFPm3xcfMI0d1domjg0ZF4Aa0p2awqyxhvF0=
+google.golang.org/genproto/googleapis/api v0.0.0-20231212172506-995d672761c0 h1:s1w3X6gQxwrLEpxnLd/qXTVLgQE2yXwaOaoa6IlY/+o=
+google.golang.org/genproto/googleapis/api v0.0.0-20231212172506-995d672761c0/go.mod h1:CAny0tYF+0/9rmDB9fahA9YLzX3+AEVl1qXbv5hhj6c=
 google.golang.org/genproto/googleapis/bytestream v0.0.0-20230530153820-e85fd2cbaebc/go.mod h1:ylj+BE99M198VPbBh6A8d9n3w8fChvyLK3wwBOjXBFA=
 google.golang.org/genproto/googleapis/bytestream v0.0.0-20231009173412-8bfb1ae86b6c/go.mod h1:itlFWGBbEyD32PUeJsTG8h8Wz7iJXfVK4gt1EJ+pAG0=
 google.golang.org/genproto/googleapis/rpc v0.0.0-20230525234015-3fc162c6f38a/go.mod h1:xURIpW9ES5+/GZhnV6beoEtxQrnkRGIfP5VQG2tCBLc=
@@ -3947,8 +3980,9 @@ google.golang.org/genproto/googleapis/rpc v0.0.0-20230803162519-f966b187b2e5/go.
 google.golang.org/genproto/googleapis/rpc v0.0.0-20230822172742-b8732ec3820d/go.mod h1:+Bk1OCOj40wS2hwAMA+aCW9ypzm63QTBBHp6lQ3p+9M=
 google.golang.org/genproto/googleapis/rpc v0.0.0-20230920183334-c177e329c48b/go.mod h1:+Bk1OCOj40wS2hwAMA+aCW9ypzm63QTBBHp6lQ3p+9M=
 google.golang.org/genproto/googleapis/rpc v0.0.0-20230920204549-e6e6cdab5c13/go.mod h1:KSqppvjFjtoCI+KGd4PELB0qLNxdJHRGqRI09mB6pQA=
-google.golang.org/genproto/googleapis/rpc v0.0.0-20231009173412-8bfb1ae86b6c h1:jHkCUWkseRf+W+edG5hMzr/Uh1xkDREY4caybAq4dpY=
 google.golang.org/genproto/googleapis/rpc v0.0.0-20231009173412-8bfb1ae86b6c/go.mod h1:4cYg8o5yUbm77w8ZX00LhMVNl/YVBFJRYWDc0uYWMs0=
+google.golang.org/genproto/googleapis/rpc v0.0.0-20240102182953-50ed04b92917 h1:6G8oQ016D88m1xAKljMlBOOGWDZkes4kMhgGFlf8WcQ=
+google.golang.org/genproto/googleapis/rpc v0.0.0-20240102182953-50ed04b92917/go.mod h1:xtjpI3tXFPP051KaWnhvxkiubL/6dJ18vLVf7q2pTOU=
 google.golang.org/grpc v0.0.0-20160317175043-d3ddb4469d5a/go.mod h1:yo6s7OP7yaDglbqo1J04qKzAhqBH6lvTonzMVmEdcZw=
 google.golang.org/grpc v1.19.0/go.mod h1:mqu4LbDTu4XGKhr4mRzUsmM4RtVoemTSY81AxZiDr8c=
 google.golang.org/grpc v1.20.0/go.mod h1:chYK+tFQF0nDUGJgXMSgLCQk3phJEuONr2DCgLDdAQM=
@@ -4003,8 +4037,9 @@ google.golang.org/grpc v1.56.1/go.mod h1:I9bI3vqKfayGqPUAwGdOSu7kt6oIJLixfffKrpX
 google.golang.org/grpc v1.56.2/go.mod h1:I9bI3vqKfayGqPUAwGdOSu7kt6oIJLixfffKrpXqQ9s=
 google.golang.org/grpc v1.57.0/go.mod h1:Sd+9RMTACXwmub0zcNY2c4arhtrbBYD1AUHI/dt16Mo=
 google.golang.org/grpc v1.58.2/go.mod h1:tgX3ZQDlNJGU96V6yHh1T/JeoBQ2TXdr43YbYSsCJk0=
-google.golang.org/grpc v1.58.3 h1:BjnpXut1btbtgN/6sp+brB2Kbm2LjNXnidYujAVbSoQ=
 google.golang.org/grpc v1.58.3/go.mod h1:tgX3ZQDlNJGU96V6yHh1T/JeoBQ2TXdr43YbYSsCJk0=
+google.golang.org/grpc v1.60.1 h1:26+wFr+cNqSGFcOXcabYC0lUVJVRa2Sb2ortSK7VrEU=
+google.golang.org/grpc v1.60.1/go.mod h1:OlCHIeLYqSSsLi6i49B5QGdzaMZK9+M7LXN2FKz4eGM=
 google.golang.org/grpc/cmd/protoc-gen-go-grpc v1.1.0 h1:M1YKkFIboKNieVO5DLUEVzQfGwJD30Nv2jfUgzb5UcE=
 google.golang.org/grpc/cmd/protoc-gen-go-grpc v1.1.0/go.mod h1:6Kw0yEErY5E/yWrBtf03jp27GLLJujG4z/JK95pnjjw=
 google.golang.org/grpc/examples v0.0.0-20230224211313-3775f633ce20/go.mod h1:Nr5H8+MlGWr5+xX/STzdoEqJrO+YteqFbMyCsrb6mH0=
@@ -4026,8 +4061,9 @@ google.golang.org/protobuf v1.28.1/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqw
 google.golang.org/protobuf v1.29.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
 google.golang.org/protobuf v1.29.1/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
 google.golang.org/protobuf v1.30.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
-google.golang.org/protobuf v1.31.0 h1:g0LDEJHgrBl9N9r17Ru3sqWhkIx2NB67okBHPwC7hs8=
 google.golang.org/protobuf v1.31.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
+google.golang.org/protobuf v1.32.0 h1:pPC6BG5ex8PDFnkbrGU3EixyhKcQ2aDuBS36lqK/C7I=
+google.golang.org/protobuf v1.32.0/go.mod h1:c6P6GXX6sHbq/GpV6MGZEdwhWPcYBgnhAHhKbcUYpos=
 gopkg.in/airbrake/gobrake.v2 v2.0.9/go.mod h1:/h5ZAUhDkGaJfjzjKLSjv6zCL6O0LLBxU4K+aSYdM/U=
 gopkg.in/alecthomas/kingpin.v2 v2.2.6/go.mod h1:FMv+mEhP44yOT+4EoQTLFTRgOQ1FBLkstjWtayDeSgw=
 gopkg.in/alexcesaro/statsd.v2 v2.0.0/go.mod h1:i0ubccKGzBVNBpdGV5MocxyA/XlLUJzA7SLonnE4drU=
diff --git a/kubernetes_platform/OWNERS b/kubernetes_platform/OWNERS
index 5e02df9d9c4..d1ba856cd99 100644
--- a/kubernetes_platform/OWNERS
+++ b/kubernetes_platform/OWNERS
@@ -3,5 +3,6 @@ approvers:
   - hbelmiro
 reviewers:
   - chensun
+  - DharmitD
   - hbelmiro
   - gregsheremeta
diff --git a/kubernetes_platform/python/RELEASE.md b/kubernetes_platform/python/RELEASE.md
index 4088da0eed3..82bac8f426e 100644
--- a/kubernetes_platform/python/RELEASE.md
+++ b/kubernetes_platform/python/RELEASE.md
@@ -21,8 +21,7 @@ Some steps require elevated permissions to push branches, publish the package, a
     Follow the instructions printed out by the script in Step 2, which explain how to push the branch to upstream.
 
     By the end, you
-    should have pushed a modified `__init__.py`, `conf.py`, `.gitignore`, and
-    two modified `.readthedocs.yml` files to the release branch.
+    should have pushed a modified `__init__.py`, `conf.py` (from Step 1), and `.gitignore`, `kubernetes_executor_config_pb2.py` and two modified `.readthedocs.yml` files (from Step 2) to the release branch.
 
 4.  [Requires credentials] Go to
     [readthedocs.org/projects/kfp-kubernetes/](https://readthedocs.org/projects/kfp-kubernetes/),
diff --git a/kubernetes_platform/python/create_release_branch.sh b/kubernetes_platform/python/create_release_branch.sh
index bf48c5447ef..710050b0564 100644
--- a/kubernetes_platform/python/create_release_branch.sh
+++ b/kubernetes_platform/python/create_release_branch.sh
@@ -48,6 +48,12 @@ else
     mv $PKG_ROOT/docs/.readthedocs.yml $REPO_ROOT/.readthedocs.yml
     rm $REPO_ROOT/kubernetes_platform/.gitignore
 
-
-    echo "\nNext steps:\n\tPush branch using 'git push --set-upstream upstream $BRANCH_NAME'"
+    git add $PKG_ROOT/docs/.readthedocs.yml
+    git add $REPO_ROOT/.readthedocs.yml
+    git add $REPO_ROOT/kubernetes_platform/.gitignore
+    git add $REPO_ROOT/*_pb2.py
+
+    echo "Next steps:"
+    echo "1. Inspect and commit the modified files."
+    echo "2. Push branch using 'git push --set-upstream upstream $BRANCH_NAME'"
 fi
diff --git a/kubernetes_platform/python/docs/conf.py b/kubernetes_platform/python/docs/conf.py
index a9521c7ed9b..f21ba47e50e 100644
--- a/kubernetes_platform/python/docs/conf.py
+++ b/kubernetes_platform/python/docs/conf.py
@@ -138,12 +138,19 @@ def decorator(func):
     'version_dropdown':
         True,
     'version_info': [
+        {
+            'version':
+                'https://kfp-kubernetes.readthedocs.io/en/kfp-kubernetes-1.3.0/',
+            'title':
+                '1.3.0',
+            'aliases': ['stable'],
+        },
         {
             'version':
                 'https://kfp-kubernetes.readthedocs.io/en/kfp-kubernetes-1.2.0/',
             'title':
                 '1.2.0',
-            'aliases': ['stable'],
+            'aliases': [],
         },
         {
             'version':
diff --git a/kubernetes_platform/python/kfp/kubernetes/__init__.py b/kubernetes_platform/python/kfp/kubernetes/__init__.py
index fa149c31c09..e2bcf7f110e 100644
--- a/kubernetes_platform/python/kfp/kubernetes/__init__.py
+++ b/kubernetes_platform/python/kfp/kubernetes/__init__.py
@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-__version__ = '1.2.0'
+__version__ = '1.3.0'
 
 __all__ = [
     'add_ephemeral_volume',
@@ -22,6 +22,7 @@
     'add_toleration',
     'CreatePVC',
     'DeletePVC',
+    'empty_dir_mount',
     'mount_pvc',
     'set_image_pull_policy',
     'use_field_path_as_env',
@@ -35,6 +36,7 @@
 
 from kfp.kubernetes.config_map import use_config_map_as_env
 from kfp.kubernetes.config_map import use_config_map_as_volume
+from kfp.kubernetes.empty_dir import empty_dir_mount
 from kfp.kubernetes.field import use_field_path_as_env
 from kfp.kubernetes.image import set_image_pull_policy
 from kfp.kubernetes.image import set_image_pull_secrets
diff --git a/kubernetes_platform/python/kfp/kubernetes/empty_dir.py b/kubernetes_platform/python/kfp/kubernetes/empty_dir.py
new file mode 100644
index 00000000000..a8873d872ce
--- /dev/null
+++ b/kubernetes_platform/python/kfp/kubernetes/empty_dir.py
@@ -0,0 +1,56 @@
+# Copyright 2024 The Kubeflow Authors
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from typing import Optional
+
+from google.protobuf import json_format
+from kfp.dsl import PipelineTask
+from kfp.kubernetes import common
+from kfp.kubernetes import kubernetes_executor_config_pb2 as pb
+
+
+def empty_dir_mount(
+    task: PipelineTask,
+    volume_name: str,
+    mount_path: str,
+    medium: Optional[str] = None,
+    size_limit: Optional[str] = None,
+) -> PipelineTask:
+    """Mount an EmptyDir volume to the task's container.
+
+    Args:
+        task: Pipeline task.
+        volume_name: Name of the EmptyDir volume. 
+        mount_path: Path within the container at which the EmptyDir should be mounted.
+        medium: Storage medium to back the EmptyDir. Must be one of `Memory` or `HugePages`. Defaults to `None`.
+        size_limit: Maximum size of the EmptyDir. For example, `5Gi`. Defaults to `None`.
+
+    Returns:
+        Task object with updated EmptyDir mount configuration.
+    """
+
+    msg = common.get_existing_kubernetes_config_as_message(task)
+
+    empty_dir_mount = pb.EmptyDirMount(
+        volume_name=volume_name,
+        mount_path=mount_path,
+        medium=medium,
+        size_limit=size_limit,
+    )
+
+    msg.empty_dir_mounts.append(empty_dir_mount)
+
+    task.platform_config['kubernetes'] = json_format.MessageToDict(msg)
+
+    return task
diff --git a/kubernetes_platform/python/release.sh b/kubernetes_platform/python/release.sh
index e835e441d45..415751a28fa 100644
--- a/kubernetes_platform/python/release.sh
+++ b/kubernetes_platform/python/release.sh
@@ -43,7 +43,7 @@ else
     echo "Created package."
 
     echo "Testing install"
-    pip install $TARGET_TAR_FILE
+    pip install $TARGET_TAR_FILE --break-system-packages
     INSTALLED_VERSION=$(pip list | grep kfp-kubernetes | awk '{print $2}')
     if [[ "$INSTALLED_VERSION" != "$KFP_KUBERNETES_VERSION" ]]
     then
diff --git a/test/presubmit-test-run-all-gcpc-modules.sh b/kubernetes_platform/python/test/snapshot/data/empty_dir_mounts.py
old mode 100755
new mode 100644
similarity index 51%
rename from test/presubmit-test-run-all-gcpc-modules.sh
rename to kubernetes_platform/python/test/snapshot/data/empty_dir_mounts.py
index c47d92bc4cd..a86c93d3cb7
--- a/test/presubmit-test-run-all-gcpc-modules.sh
+++ b/kubernetes_platform/python/test/snapshot/data/empty_dir_mounts.py
@@ -1,5 +1,4 @@
-#!/bin/bash -ex
-# Copyright 2023 Kubeflow Pipelines contributors
+# Copyright 2024 The Kubeflow Authors
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -13,16 +12,25 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-source_root=$(pwd)
+from kfp import dsl
+from kfp import kubernetes
 
-pip install --upgrade pip
-pip install $source_root/sdk/python
-apt-get update && apt-get install -y protobuf-compiler
-pushd api
-make clean python
-popd
-python3 -m pip install api/v2alpha1/python
-pip install components/google-cloud
-pip install $(grep 'pytest==' sdk/python/requirements-dev.txt)
 
-pytest test/gcpc-tests/run_all_gcpc_modules.py
+@dsl.component
+def comp():
+    pass
+
+@dsl.pipeline
+def my_pipeline():
+    task = comp()
+    kubernetes.empty_dir_mount(
+            task, 
+            volume_name='emptydir-vol-1', 
+            mount_path='/mnt/my_vol_1',
+            medium='Memory',
+            size_limit='1Gi'
+        )
+
+if __name__ == '__main__':
+    from kfp import compiler
+    compiler.Compiler().compile(my_pipeline, __file__.replace('.py', '.yaml'))
diff --git a/kubernetes_platform/python/test/snapshot/data/empty_dir_mounts.yaml b/kubernetes_platform/python/test/snapshot/data/empty_dir_mounts.yaml
new file mode 100644
index 00000000000..177fbd2a7cf
--- /dev/null
+++ b/kubernetes_platform/python/test/snapshot/data/empty_dir_mounts.yaml
@@ -0,0 +1,60 @@
+# PIPELINE DEFINITION
+# Name: my-pipeline
+components:
+  comp-comp:
+    executorLabel: exec-comp
+deploymentSpec:
+  executors:
+    exec-comp:
+      container:
+        args:
+        - --executor_input
+        - '{{$}}'
+        - --function_to_execute
+        - comp
+        command:
+        - sh
+        - -c
+        - "\nif ! [ -x \"$(command -v pip)\" ]; then\n    python3 -m ensurepip ||\
+          \ python3 -m ensurepip --user || apt-get install python3-pip\nfi\n\nPIP_DISABLE_PIP_VERSION_CHECK=1\
+          \ python3 -m pip install --quiet --no-warn-script-location 'kfp==2.7.0'\
+          \ '--no-deps' 'typing-extensions>=3.7.4,<5; python_version<\"3.9\"' && \"\
+          $0\" \"$@\"\n"
+        - sh
+        - -ec
+        - 'program_path=$(mktemp -d)
+
+
+          printf "%s" "$0" > "$program_path/ephemeral_component.py"
+
+          _KFP_RUNTIME=true python3 -m kfp.dsl.executor_main                         --component_module_path                         "$program_path/ephemeral_component.py"                         "$@"
+
+          '
+        - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\
+          \ *\n\ndef comp():\n    pass\n\n"
+        image: python:3.9
+pipelineInfo:
+  name: my-pipeline
+root:
+  dag:
+    tasks:
+      comp:
+        cachingOptions:
+          enableCache: true
+        componentRef:
+          name: comp-comp
+        taskInfo:
+          name: comp
+schemaVersion: 2.1.0
+sdkVersion: kfp-2.7.0
+---
+platforms:
+  kubernetes:
+    deploymentSpec:
+      executors:
+        exec-comp:
+          emptyDirMounts:
+          - medium: Memory
+            mountPath: /mnt/my_vol_1
+            sizeLimit: 1Gi
+            volumeName: emptydir-vol-1
diff --git a/kubernetes_platform/python/test/unit/test_empty_dir_mounts.py b/kubernetes_platform/python/test/unit/test_empty_dir_mounts.py
new file mode 100644
index 00000000000..dcde2d140c4
--- /dev/null
+++ b/kubernetes_platform/python/test/unit/test_empty_dir_mounts.py
@@ -0,0 +1,136 @@
+# Copyright 2024 The Kubeflow Authors
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from google.protobuf import json_format
+from kfp import dsl
+from kfp import kubernetes
+
+
+class TestEmptyDirMounts:
+
+    def test_add_one(self):
+
+        @dsl.pipeline
+        def my_pipeline():
+            task = comp()
+            kubernetes.empty_dir_mount(
+                task, 
+                volume_name='emptydir-vol-1', 
+                mount_path='/mnt/my_vol_1',
+                medium='Memory',
+                size_limit='1Gi'
+            )
+
+        assert json_format.MessageToDict(my_pipeline.platform_spec) == {
+            'platforms': {
+                'kubernetes': {
+                    'deploymentSpec': {
+                        'executors': {
+                            'exec-comp': {
+                                'emptyDirMounts': [{
+                                    'medium': 'Memory',
+                                    'mountPath': '/mnt/my_vol_1',
+                                    'sizeLimit': '1Gi',
+                                    'volumeName': 'emptydir-vol-1'
+                                }]
+                            }
+                        }
+                    }
+                }
+            }
+        }
+
+    def test_add_two(self):
+
+        @dsl.pipeline
+        def my_pipeline():
+            task = comp()
+            kubernetes.empty_dir_mount(
+                task, 
+                volume_name='emptydir-vol-1',
+                mount_path='/mnt/my_vol_1',
+                medium='Memory',
+                size_limit='1Gi'
+            )
+            kubernetes.empty_dir_mount(
+                task, 
+                volume_name='emptydir-vol-2',
+                mount_path='/mnt/my_vol_2'
+            )
+
+        assert json_format.MessageToDict(my_pipeline.platform_spec) == {
+            'platforms': {
+                'kubernetes': {
+                    'deploymentSpec': {
+                        'executors': {
+                            'exec-comp': {
+                                'emptyDirMounts': [{
+                                    'medium': 'Memory',
+                                    'mountPath': '/mnt/my_vol_1',
+                                    'sizeLimit': '1Gi',
+                                    'volumeName': 'emptydir-vol-1'
+                                },
+                                {
+                                    'mountPath': '/mnt/my_vol_2',
+                                    'volumeName': 'emptydir-vol-2'
+                                }]
+                            }
+                        }
+                    }
+                }
+            }
+        }
+
+    def test_respects_other_configuration(self):
+
+        @dsl.pipeline
+        def my_pipeline():
+            task = comp()
+
+            kubernetes.empty_dir_mount(
+                task, 
+                volume_name='emptydir-vol-1',
+                mount_path='/mnt/my_vol_1',
+                medium='Memory',
+                size_limit='1Gi'
+            )
+
+            # this should exist too
+            kubernetes.set_image_pull_secrets(task, ['secret-name'])
+
+        assert json_format.MessageToDict(my_pipeline.platform_spec) == {
+            'platforms': {
+                'kubernetes': {
+                    'deploymentSpec': {
+                        'executors': {
+                            'exec-comp': {
+                                'emptyDirMounts': [{
+                                    'medium': 'Memory',
+                                    'mountPath': '/mnt/my_vol_1',
+                                    'sizeLimit': '1Gi',
+                                    'volumeName': 'emptydir-vol-1'
+                                }],
+                                'imagePullSecret': [{
+                                    'secretName': 'secret-name'
+                                }]
+                            }
+                        }
+                    }
+                }
+            }
+        }
+
+@dsl.component
+def comp():
+    pass
diff --git a/manifests/gcp_marketplace/chart/kubeflow-pipelines/templates/application.yaml b/manifests/gcp_marketplace/chart/kubeflow-pipelines/templates/application.yaml
index 5618807ea68..02fecf36fba 100644
--- a/manifests/gcp_marketplace/chart/kubeflow-pipelines/templates/application.yaml
+++ b/manifests/gcp_marketplace/chart/kubeflow-pipelines/templates/application.yaml
@@ -12,7 +12,7 @@ metadata:
 spec:
   descriptor:
     type: Kubeflow Pipelines
-    version: 2.2.0
+    version: 2.3.0
     description: |-
       Reusable end-to-end ML workflow
     maintainers:
diff --git a/manifests/gcp_marketplace/chart/kubeflow-pipelines/templates/argo.yaml b/manifests/gcp_marketplace/chart/kubeflow-pipelines/templates/argo.yaml
index f8f12b83b82..79277c2a41c 100644
--- a/manifests/gcp_marketplace/chart/kubeflow-pipelines/templates/argo.yaml
+++ b/manifests/gcp_marketplace/chart/kubeflow-pipelines/templates/argo.yaml
@@ -828,9 +828,9 @@ subjects:
 apiVersion: v1
 data:
   # References:
-  # * https://github.com/argoproj/argo-workflows/blob/v3.4.16/config/config.go
-  # * https://github.com/argoproj/argo-workflows/blob/v3.4.16/docs/workflow-controller-configmap.md
-  # * https://github.com/argoproj/argo-workflows/blob/v3.4.16/docs/workflow-controller-configmap.yaml
+  # * https://github.com/argoproj/argo-workflows/blob/v3.4.17/config/config.go
+  # * https://github.com/argoproj/argo-workflows/blob/v3.4.17/docs/workflow-controller-configmap.md
+  # * https://github.com/argoproj/argo-workflows/blob/v3.4.17/docs/workflow-controller-configmap.yaml
 
   # Choice of an executor is deprecated in favor of emissary executor
   executor: |
diff --git a/manifests/gcp_marketplace/schema.yaml b/manifests/gcp_marketplace/schema.yaml
index bea8cd4d8bb..7be834a0473 100644
--- a/manifests/gcp_marketplace/schema.yaml
+++ b/manifests/gcp_marketplace/schema.yaml
@@ -1,9 +1,9 @@
 x-google-marketplace:
   schemaVersion: v2
   applicationApiVersion: v1beta1
-  publishedVersion: 2.2.0
+  publishedVersion: 2.3.0
   publishedVersionMetadata:
-    releaseNote: Based on 2.2.0 version.
+    releaseNote: Based on 2.3.0 version.
     releaseTypes:
       - Feature
     recommended: false
diff --git a/manifests/kustomize/base/cache-deployer/kustomization.yaml b/manifests/kustomize/base/cache-deployer/kustomization.yaml
index 2ef6f111e1a..c34e0e80acd 100644
--- a/manifests/kustomize/base/cache-deployer/kustomization.yaml
+++ b/manifests/kustomize/base/cache-deployer/kustomization.yaml
@@ -8,4 +8,4 @@ commonLabels:
   app: cache-deployer
 images:
   - name: gcr.io/ml-pipeline/cache-deployer
-    newTag: 2.2.0
+    newTag: 2.3.0
diff --git a/manifests/kustomize/base/cache/kustomization.yaml b/manifests/kustomize/base/cache/kustomization.yaml
index 89004096777..e530e519d65 100644
--- a/manifests/kustomize/base/cache/kustomization.yaml
+++ b/manifests/kustomize/base/cache/kustomization.yaml
@@ -10,4 +10,4 @@ commonLabels:
   app: cache-server
 images:
   - name: gcr.io/ml-pipeline/cache-server
-    newTag: 2.2.0
+    newTag: 2.3.0
diff --git a/manifests/kustomize/base/installs/generic/pipeline-install-config.yaml b/manifests/kustomize/base/installs/generic/pipeline-install-config.yaml
index 48810a569f2..8c1b4d5961e 100644
--- a/manifests/kustomize/base/installs/generic/pipeline-install-config.yaml
+++ b/manifests/kustomize/base/installs/generic/pipeline-install-config.yaml
@@ -11,7 +11,7 @@ data:
     until the changes take effect. A quick way to restart all deployments in a
     namespace: `kubectl rollout restart deployment -n <your-namespace>`.
   appName: pipeline
-  appVersion: 2.2.0
+  appVersion: 2.3.0
   dbHost: mysql # relic to be removed after release
   dbPort: "3306" # relic to be removed after release
   dbType: mysql
diff --git a/manifests/kustomize/base/installs/multi-user/view-edit-cluster-roles.yaml b/manifests/kustomize/base/installs/multi-user/view-edit-cluster-roles.yaml
index abb531ee5a0..ed2e2ba0e44 100644
--- a/manifests/kustomize/base/installs/multi-user/view-edit-cluster-roles.yaml
+++ b/manifests/kustomize/base/installs/multi-user/view-edit-cluster-roles.yaml
@@ -97,6 +97,7 @@ rules:
   - workflows/finalizers
   - workfloweventbindings
   - workflowtemplates
+  - workflowtaskresults
 
 ---
 
diff --git a/manifests/kustomize/base/metadata/base/kustomization.yaml b/manifests/kustomize/base/metadata/base/kustomization.yaml
index 02e5939419f..178e86751cf 100644
--- a/manifests/kustomize/base/metadata/base/kustomization.yaml
+++ b/manifests/kustomize/base/metadata/base/kustomization.yaml
@@ -10,4 +10,4 @@ resources:
   - metadata-grpc-sa.yaml
 images:
   - name: gcr.io/ml-pipeline/metadata-envoy
-    newTag: 2.2.0
+    newTag: 2.3.0
diff --git a/manifests/kustomize/base/pipeline/kustomization.yaml b/manifests/kustomize/base/pipeline/kustomization.yaml
index f7bbf17e1ca..ce93725b61d 100644
--- a/manifests/kustomize/base/pipeline/kustomization.yaml
+++ b/manifests/kustomize/base/pipeline/kustomization.yaml
@@ -36,14 +36,14 @@ resources:
   - kfp-launcher-configmap.yaml
 images:
   - name: gcr.io/ml-pipeline/api-server
-    newTag: 2.2.0
+    newTag: 2.3.0
   - name: gcr.io/ml-pipeline/persistenceagent
-    newTag: 2.2.0
+    newTag: 2.3.0
   - name: gcr.io/ml-pipeline/scheduledworkflow
-    newTag: 2.2.0
+    newTag: 2.3.0
   - name: gcr.io/ml-pipeline/frontend
-    newTag: 2.2.0
+    newTag: 2.3.0
   - name: gcr.io/ml-pipeline/viewer-crd-controller
-    newTag: 2.2.0
+    newTag: 2.3.0
   - name: gcr.io/ml-pipeline/visualization-server
-    newTag: 2.2.0
+    newTag: 2.3.0
diff --git a/manifests/kustomize/base/pipeline/metadata-writer/kustomization.yaml b/manifests/kustomize/base/pipeline/metadata-writer/kustomization.yaml
index fa4186e61e9..97d46f3de39 100644
--- a/manifests/kustomize/base/pipeline/metadata-writer/kustomization.yaml
+++ b/manifests/kustomize/base/pipeline/metadata-writer/kustomization.yaml
@@ -7,4 +7,4 @@ resources:
   - metadata-writer-sa.yaml
 images:
   - name: gcr.io/ml-pipeline/metadata-writer
-    newTag: 2.2.0
+    newTag: 2.3.0
diff --git a/manifests/kustomize/base/pipeline/ml-pipeline-ui-deployment.yaml b/manifests/kustomize/base/pipeline/ml-pipeline-ui-deployment.yaml
index 8e8923a3659..adfcfc9f928 100644
--- a/manifests/kustomize/base/pipeline/ml-pipeline-ui-deployment.yaml
+++ b/manifests/kustomize/base/pipeline/ml-pipeline-ui-deployment.yaml
@@ -48,6 +48,10 @@ spec:
                 key: secretkey
           - name: ALLOW_CUSTOM_VISUALIZATIONS
             value: "true"
+          - name: FRONTEND_SERVER_NAMESPACE
+            valueFrom:
+              fieldRef:
+                fieldPath: metadata.namespace
         readinessProbe:
           exec:
             command:
diff --git a/manifests/kustomize/env/gcp/inverse-proxy/kustomization.yaml b/manifests/kustomize/env/gcp/inverse-proxy/kustomization.yaml
index 523f13f84bb..ff2bb210581 100644
--- a/manifests/kustomize/env/gcp/inverse-proxy/kustomization.yaml
+++ b/manifests/kustomize/env/gcp/inverse-proxy/kustomization.yaml
@@ -2,7 +2,7 @@ apiVersion: kustomize.config.k8s.io/v1beta1
 kind: Kustomization
 images:
   - name: gcr.io/ml-pipeline/inverse-proxy-agent
-    newTag: 2.2.0
+    newTag: 2.3.0
 resources:
   - proxy-configmap.yaml
   - proxy-deployment.yaml
diff --git a/manifests/kustomize/hack/presubmit.sh b/manifests/kustomize/hack/presubmit.sh
index e4334f980b1..ccdba703e3a 100755
--- a/manifests/kustomize/hack/presubmit.sh
+++ b/manifests/kustomize/hack/presubmit.sh
@@ -21,24 +21,32 @@ set -ex
 DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" > /dev/null && pwd)"
 TMP="$(mktemp -d)"
 
+# Add TMP to PATH
+PATH="$TMP:$PATH"
+
 pushd "${TMP}"
-# Install Kustomize
+
+# Install kustomize
 KUSTOMIZE_VERSION=5.2.1
-# Reference: https://kubectl.docs.kubernetes.io/installation/kustomize/binaries/
-curl -s -O "https://raw.githubusercontent.com/\
-kubernetes-sigs/kustomize/master/hack/install_kustomize.sh"
-chmod +x install_kustomize.sh
-./install_kustomize.sh "${KUSTOMIZE_VERSION}" /usr/local/bin/
+# Reference: https://github.com/kubernetes-sigs/kustomize/releases/tag/kustomize%2Fv5.2.1
+curl -s -LO "https://github.com/kubernetes-sigs/kustomize/releases/download/kustomize%2Fv${KUSTOMIZE_VERSION}/kustomize_v${KUSTOMIZE_VERSION}_linux_amd64.tar.gz"
+tar -xzf kustomize_v${KUSTOMIZE_VERSION}_linux_amd64.tar.gz
+chmod +x kustomize
 
+# Install yq
 # Reference: https://github.com/mikefarah/yq/releases/tag/3.4.1
 curl -s -LO "https://github.com/mikefarah/yq/releases/download/3.4.1/yq_linux_amd64"
 chmod +x yq_linux_amd64
-mv yq_linux_amd64 /usr/local/bin/yq
+mv yq_linux_amd64 yq
+
+# Install kpt
+KPT_VERSION=1.0.0-beta.54
+# Reference: https://github.com/kptdev/kpt/releases/tag/v1.0.0-beta.54
+curl -s -LO "https://github.com/kptdev/kpt/releases/download/v${KPT_VERSION}/kpt_linux_amd64"
+chmod +x kpt_linux_amd64
+mv kpt_linux_amd64 kpt
 popd
 
-# kpt and kubectl should already be installed in gcr.io/google.com/cloudsdktool/cloud-sdk:latest
-# so we do not need to install them here
-
 # trigger real unit tests
 ${DIR}/test.sh
 # verify release script runs properly
diff --git a/manifests/kustomize/third-party/argo/base/workflow-controller-configmap-patch.yaml b/manifests/kustomize/third-party/argo/base/workflow-controller-configmap-patch.yaml
index 21a08fcb64c..2b9b0773180 100644
--- a/manifests/kustomize/third-party/argo/base/workflow-controller-configmap-patch.yaml
+++ b/manifests/kustomize/third-party/argo/base/workflow-controller-configmap-patch.yaml
@@ -4,9 +4,9 @@ metadata:
   name: workflow-controller-configmap
 data:
   # References:
-  # * https://github.com/argoproj/argo-workflows/blob/v3.4.16/config/config.go
-  # * https://github.com/argoproj/argo-workflows/blob/v3.4.16/docs/workflow-controller-configmap.md
-  # * https://github.com/argoproj/argo-workflows/blob/v3.4.16/docs/workflow-controller-configmap.yaml
+  # * https://github.com/argoproj/argo-workflows/blob/v3.4.17/config/config.go
+  # * https://github.com/argoproj/argo-workflows/blob/v3.4.17/docs/workflow-controller-configmap.md
+  # * https://github.com/argoproj/argo-workflows/blob/v3.4.17/docs/workflow-controller-configmap.yaml
 
   # In artifactRepository.s3.endpoint, $(kfp-namespace) is needed, because in multi-user mode, pipelines may run in other namespaces.
   artifactRepository: |
diff --git a/manifests/kustomize/third-party/argo/base/workflow-controller-deployment-patch.yaml b/manifests/kustomize/third-party/argo/base/workflow-controller-deployment-patch.yaml
index 7b0b5db7601..c221a642023 100644
--- a/manifests/kustomize/third-party/argo/base/workflow-controller-deployment-patch.yaml
+++ b/manifests/kustomize/third-party/argo/base/workflow-controller-deployment-patch.yaml
@@ -7,12 +7,12 @@ spec:
     spec:
       containers:
         - name: workflow-controller
-          image: gcr.io/ml-pipeline/workflow-controller:v3.4.16-license-compliance
+          image: gcr.io/ml-pipeline/workflow-controller:v3.4.17-license-compliance
           args:
             - --configmap
             - workflow-controller-configmap
             - --executor-image
-            - gcr.io/ml-pipeline/argoexec:v3.4.16-license-compliance
+            - gcr.io/ml-pipeline/argoexec:v3.4.17-license-compliance
           resources:
             requests:
               cpu: 100m
diff --git a/manifests/kustomize/third-party/argo/upstream/manifests/Kptfile b/manifests/kustomize/third-party/argo/upstream/manifests/Kptfile
index d7222e19d5c..237910f8223 100644
--- a/manifests/kustomize/third-party/argo/upstream/manifests/Kptfile
+++ b/manifests/kustomize/third-party/argo/upstream/manifests/Kptfile
@@ -7,12 +7,12 @@ upstream:
   git:
     repo: https://github.com/argoproj/argo-workflows
     directory: /manifests
-    ref: v3.4.16
+    ref: v3.4.17
   updateStrategy: resource-merge
 upstreamLock:
   type: git
   git:
     repo: https://github.com/argoproj/argo-workflows
     directory: /manifests
-    ref: v3.4.16
-    commit: 910a9aabce5de6568b54350c181a431f8263605a
+    ref: v3.4.17
+    commit: 89cbdb53361cbe59fbe81b887ee82722cce5de54
diff --git a/manifests/kustomize/third-party/argo/upstream/manifests/namespace-install/kustomization.yaml b/manifests/kustomize/third-party/argo/upstream/manifests/namespace-install/kustomization.yaml
index 4692dbd32d2..a3c7fe6fbcf 100644
--- a/manifests/kustomize/third-party/argo/upstream/manifests/namespace-install/kustomization.yaml
+++ b/manifests/kustomize/third-party/argo/upstream/manifests/namespace-install/kustomization.yaml
@@ -4,16 +4,16 @@ resources:
   - ../base
   - ./argo-server-rbac
   - ./workflow-controller-rbac
-patches:
-  - path: ./overlays/workflow-controller-deployment.yaml
-    target:
+patchesJson6902:
+  - target:
+      version: v1
       group: apps
       kind: Deployment
       name: workflow-controller
+    path: ./overlays/workflow-controller-deployment.yaml
+  - target:
       version: v1
-  - path: ./overlays/argo-server-deployment.yaml
-    target:
       group: apps
       kind: Deployment
       name: argo-server
-      version: v1
+    path: ./overlays/argo-server-deployment.yaml
diff --git a/manifests/kustomize/third-party/argo/upstream/manifests/quick-start/base/kustomization.yaml b/manifests/kustomize/third-party/argo/upstream/manifests/quick-start/base/kustomization.yaml
index 23f16528426..b03beac7164 100644
--- a/manifests/kustomize/third-party/argo/upstream/manifests/quick-start/base/kustomization.yaml
+++ b/manifests/kustomize/third-party/argo/upstream/manifests/quick-start/base/kustomization.yaml
@@ -19,6 +19,6 @@ resources:
   - artifactgc-default-rolebinding.yaml
   - cluster-workflow-template-rbac.yaml
   - artifact-repositories-configmap.yaml
-patches:
-  - path: overlays/workflow-controller-configmap.yaml
-  - path: overlays/argo-server-deployment.yaml
+patchesStrategicMerge:
+  - overlays/workflow-controller-configmap.yaml
+  - overlays/argo-server-deployment.yaml
diff --git a/manifests/kustomize/third-party/argo/upstream/manifests/quick-start/minimal/kustomization.yaml b/manifests/kustomize/third-party/argo/upstream/manifests/quick-start/minimal/kustomization.yaml
index 00b4d98f3cf..b376c091eba 100644
--- a/manifests/kustomize/third-party/argo/upstream/manifests/quick-start/minimal/kustomization.yaml
+++ b/manifests/kustomize/third-party/argo/upstream/manifests/quick-start/minimal/kustomization.yaml
@@ -2,5 +2,5 @@ apiVersion: kustomize.config.k8s.io/v1beta1
 kind: Kustomization
 resources:
   - ../base
-patches:
-  - path: overlays/workflow-controller-configmap.yaml
+patchesStrategicMerge:
+  - overlays/workflow-controller-configmap.yaml
diff --git a/manifests/kustomize/third-party/argo/upstream/manifests/quick-start/mysql/kustomization.yaml b/manifests/kustomize/third-party/argo/upstream/manifests/quick-start/mysql/kustomization.yaml
index cf0cdb12f47..edacf51ff4a 100644
--- a/manifests/kustomize/third-party/argo/upstream/manifests/quick-start/mysql/kustomization.yaml
+++ b/manifests/kustomize/third-party/argo/upstream/manifests/quick-start/mysql/kustomization.yaml
@@ -5,5 +5,5 @@ resources:
   - argo-mysql-config-secret.yaml
   - mysql-deployment.yaml
   - mysql-service.yaml
-patches:
-  - path: overlays/workflow-controller-configmap.yaml
+patchesStrategicMerge:
+  - overlays/workflow-controller-configmap.yaml
diff --git a/manifests/kustomize/third-party/argo/upstream/manifests/quick-start/postgres/kustomization.yaml b/manifests/kustomize/third-party/argo/upstream/manifests/quick-start/postgres/kustomization.yaml
index 531c0291dae..a70a0cc26b3 100644
--- a/manifests/kustomize/third-party/argo/upstream/manifests/quick-start/postgres/kustomization.yaml
+++ b/manifests/kustomize/third-party/argo/upstream/manifests/quick-start/postgres/kustomization.yaml
@@ -5,5 +5,5 @@ resources:
   - argo-postgres-config-secret.yaml
   - postgres-deployment.yaml
   - postgres-service.yaml
-patches:
-  - path: overlays/workflow-controller-configmap.yaml
+patchesStrategicMerge:
+  - overlays/workflow-controller-configmap.yaml
diff --git a/manifests/kustomize/third-party/argo/upstream/manifests/quick-start/sso/kustomization.yaml b/manifests/kustomize/third-party/argo/upstream/manifests/quick-start/sso/kustomization.yaml
index ce3d3aa8e85..70aafea6549 100644
--- a/manifests/kustomize/third-party/argo/upstream/manifests/quick-start/sso/kustomization.yaml
+++ b/manifests/kustomize/third-party/argo/upstream/manifests/quick-start/sso/kustomization.yaml
@@ -3,6 +3,6 @@ kind: Kustomization
 resources:
   - ../base
   - dex
-patches:
-  - path: overlays/workflow-controller-configmap.yaml
-  - path: overlays/argo-server-sa.yaml
+patchesStrategicMerge:
+  - overlays/workflow-controller-configmap.yaml
+  - overlays/argo-server-sa.yaml
diff --git a/scripts/deploy/github/build-images.sh b/scripts/deploy/github/build-images.sh
index ffa6db2e216..1f4e7318e8e 100755
--- a/scripts/deploy/github/build-images.sh
+++ b/scripts/deploy/github/build-images.sh
@@ -19,15 +19,33 @@
 set -e
 
 REGISTRY="${REGISTRY:-kind-registry:5000}"
+echo "REGISTRY=$REGISTRY"
 TAG="${TAG:-latest}"
+EXIT_CODE=0
 
 docker system prune -a -f
 
-docker build -q -t "${REGISTRY}/apiserver:${TAG}" -f backend/Dockerfile . && docker push "${REGISTRY}/apiserver:${TAG}" &
-docker build -q -t "${REGISTRY}/persistenceagent:${TAG}" -f backend/Dockerfile.persistenceagent . && docker push "${REGISTRY}/persistenceagent:${TAG}" &
-docker build -q -t "${REGISTRY}/scheduledworkflow:${TAG}" -f backend/Dockerfile.scheduledworkflow . && docker push "${REGISTRY}/scheduledworkflow:${TAG}" &
+docker build -q -t "${REGISTRY}/apiserver:${TAG}" -f backend/Dockerfile . && docker push "${REGISTRY}/apiserver:${TAG}" || EXIT_CODE=$?
+if [[ $EXIT_CODE -ne 0 ]]
+then
+  echo "Failed to build apiserver image."
+  exit $EXIT_CODE
+fi
+
+docker build -q -t "${REGISTRY}/persistenceagent:${TAG}" -f backend/Dockerfile.persistenceagent . && docker push "${REGISTRY}/persistenceagent:${TAG}" || EXIT_CODE=$?
+if [[ $EXIT_CODE -ne 0 ]]
+then
+  echo "Failed to build persistenceagent image."
+  exit $EXIT_CODE
+fi
+
+docker build -q -t "${REGISTRY}/scheduledworkflow:${TAG}" -f backend/Dockerfile.scheduledworkflow . && docker push "${REGISTRY}/scheduledworkflow:${TAG}" || EXIT_CODE=$?
+if [[ $EXIT_CODE -ne 0 ]]
+then
+  echo "Failed to build scheduledworkflow image."
+  exit $EXIT_CODE
+fi
 
-wait
 
 # clean up intermittent build caches to free up disk space
 docker system prune -a -f
diff --git a/scripts/deploy/github/deploy-kfp-tekton.sh b/scripts/deploy/github/deploy-kfp-tekton.sh
index c4e39633394..17df6278df4 100755
--- a/scripts/deploy/github/deploy-kfp-tekton.sh
+++ b/scripts/deploy/github/deploy-kfp-tekton.sh
@@ -40,16 +40,14 @@ then
   exit 1
 fi
 
-# Check if all pods are running - allow 20 retries (10 minutes)
-wait_for_pods kubeflow 40 30 || EXIT_CODE=$?
+# Check if all pods are running - (10 minutes)
+wait_for_pods || EXIT_CODE=$?
 if [[ $EXIT_CODE -ne 0 ]]
 then
   echo "Deploy unsuccessful. Not all pods running."
   exit 1
 fi
 
-echo "List Kubeflow: "
-kubectl get pod -n kubeflow
 collect_artifacts kubeflow
 
 echo "List Tekton control plane: "
diff --git a/scripts/deploy/github/deploy-kfp.sh b/scripts/deploy/github/deploy-kfp.sh
index 5da00d75219..6acd46293ba 100755
--- a/scripts/deploy/github/deploy-kfp.sh
+++ b/scripts/deploy/github/deploy-kfp.sh
@@ -41,16 +41,14 @@ then
   exit 1
 fi
 
-# Check if all pods are running - allow 20 retries (10 minutes)
-wait_for_pods kubeflow 40 30 || EXIT_CODE=$?
+# Check if all pods are running - (10 minutes)
+wait_for_pods || EXIT_CODE=$?
 if [[ $EXIT_CODE -ne 0 ]]
 then
   echo "Deploy unsuccessful. Not all pods running."
   exit 1
 fi
 
-echo "List Kubeflow: "
-kubectl get pod -n kubeflow
 collect_artifacts kubeflow
 
 echo "Finished KFP deployment."
diff --git a/scripts/deploy/github/forward-port.sh b/scripts/deploy/github/forward-port.sh
index 416958c764c..5423439f339 100755
--- a/scripts/deploy/github/forward-port.sh
+++ b/scripts/deploy/github/forward-port.sh
@@ -24,6 +24,7 @@ LOCAL_PORT=$3
 REMOTE_PORT=$4
 
 POD_NAME=$(kubectl get pods -n "$KUBEFLOW_NS" -l "app=$APP_NAME" -o jsonpath='{.items[0].metadata.name}')
+echo "POD_NAME=$POD_NAME"
 
 if [ $QUIET -eq 1 ]; then
     kubectl port-forward -n "$KUBEFLOW_NS" "$POD_NAME" "$LOCAL_PORT:$REMOTE_PORT" > /dev/null 2>&1 &
diff --git a/scripts/deploy/github/helper-functions.sh b/scripts/deploy/github/helper-functions.sh
index 8c42a923f46..f7780feca3a 100644
--- a/scripts/deploy/github/helper-functions.sh
+++ b/scripts/deploy/github/helper-functions.sh
@@ -56,57 +56,9 @@ wait_for_namespace () {
 }
 
 wait_for_pods () {
-    if [[ $# -ne 3 ]]
-    then
-        echo "Usage: wait_for_pods namespace max_retries sleep_time"
-        return 1
-    fi 
-
-    local namespace=$1
-    local max_retries=$2
-    local sleep_time=$3
-
-    local i=0
-
-    while [[ $i -lt $max_retries ]]
-    do
-        local pods
-        local statuses
-        local num_pods
-        local num_running
-        pods=$(kubectl get pod -n "$namespace")
-        # echo "$pods"
-        # kubectl get pvc -n "$namespace"
-
-        if [[ -z $pods ]]
-        then
-            echo "no pod is up yet"
-        else
-            # Using quotations around variables to keep column format in echo
-            # Remove 1st line (header line) -> trim whitespace -> cut statuses column (3rd column)
-            # Might be overkill to parse down to specific columns :).
-            statuses=$(echo "$pods" | tail -n +2 | tr -s ' '  | cut -d ' ' -f 3)
-            num_pods=$(echo "$statuses" | wc -l | xargs)
-            num_running=$(echo "$statuses" | grep -ow "Running\|Completed" | wc -l | xargs)
-
-            local msg="${num_running}/${num_pods} pods running in \"${namespace}\"."
-
-            if [[ $num_running -ne $num_pods ]]
-            then
-                # for debugging
-                # kubectl get pod -n "$namespace" | grep '0/1' | awk '{print $1}' | xargs kubectl describe pod -n "$namespace"
-                echo "$msg Checking again in ${sleep_time}s."
-            else
-                echo "$msg"
-                return 0
-            fi
-        fi
-
-        sleep "$sleep_time"
-        i=$((i+1))
-    done
-
-    return 1
+    C_DIR="${BASH_SOURCE%/*}"
+    pip install -r "${C_DIR}"/../../../sdk/python/requirements.txt
+    python "${C_DIR}"/kfp-readiness/wait_for_pods.py
 }
 
 deploy_with_retries () {
diff --git a/scripts/deploy/github/kfp-readiness/wait_for_pods.py b/scripts/deploy/github/kfp-readiness/wait_for_pods.py
new file mode 100644
index 00000000000..3a61086afbb
--- /dev/null
+++ b/scripts/deploy/github/kfp-readiness/wait_for_pods.py
@@ -0,0 +1,76 @@
+import logging
+import time
+import urllib3
+import sys
+from kubernetes import client, config
+
+urllib3.disable_warnings(urllib3.exceptions.InsecureRequestWarning)
+
+logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
+
+namespace = 'kubeflow'
+
+config.load_kube_config()
+v1 = client.CoreV1Api()
+
+
+def get_pod_statuses():
+    pods = v1.list_namespaced_pod(namespace=namespace)
+    statuses = {}
+    for pod in pods.items:
+        pod_name = pod.metadata.name
+        pod_status = pod.status.phase
+        container_statuses = pod.status.container_statuses or []
+        ready_containers = sum(1 for status in container_statuses if status.ready)
+        total_containers = len(container_statuses)
+        statuses[pod_name] = (pod_status, ready_containers, total_containers)
+    return statuses
+
+
+def all_pods_ready(statuses):
+    return all(pod_status == 'Running' and ready == total
+               for pod_status, ready, total in statuses.values())
+
+
+def check_pods(calm_time=10, timeout=600, retries_after_ready=5):
+    start_time = time.time()
+    stable_count = 0
+    previous_statuses = {}
+
+    while time.time() - start_time < timeout:
+        current_statuses = get_pod_statuses()
+
+        logging.info("Checking pod statuses...")
+        for pod_name, (pod_status, ready, total) in current_statuses.items():
+            logging.info(f"Pod {pod_name} - Status: {pod_status}, Ready: {ready}/{total}")
+
+        if current_statuses == previous_statuses:
+            if all_pods_ready(current_statuses):
+                stable_count += 1
+                if stable_count >= retries_after_ready:
+                    logging.info("All pods are calm and fully ready.")
+                    break
+                else:
+                    logging.info(
+                        f"Pods are calm but have only been stable for {stable_count}/{retries_after_ready} retries.")
+            else:
+                stable_count = 0
+        else:
+            stable_count = 0
+
+        previous_statuses = current_statuses
+        logging.info(f"Pods are still stabilizing. Retrying in {calm_time} seconds...")
+        time.sleep(calm_time)
+    else:
+        raise Exception("Pods did not stabilize within the timeout period.")
+
+    logging.info("Final pod statuses:")
+    for pod_name, (pod_status, ready, total) in previous_statuses.items():
+        if pod_status == 'Running' and ready == total:
+            logging.info(f"Pod {pod_name} is fully ready ({ready}/{total})")
+        else:
+            logging.info(f"Pod {pod_name} is not ready (Status: {pod_status}, Ready: {ready}/{total})")
+
+
+if __name__ == "__main__":
+    check_pods()
diff --git a/sdk/OWNERS b/sdk/OWNERS
index 00313ff0eff..167a029e4ae 100644
--- a/sdk/OWNERS
+++ b/sdk/OWNERS
@@ -3,4 +3,5 @@ approvers:
   - connor-mccarthy
 reviewers:
   - chensun
+  - DharmitD
   - gregsheremeta
diff --git a/sdk/RELEASE.md b/sdk/RELEASE.md
index fc0dc0d5487..4419f59dfad 100644
--- a/sdk/RELEASE.md
+++ b/sdk/RELEASE.md
@@ -11,6 +11,24 @@
 
 ## Documentation updates
 
+# 2.9.0
+
+## Features
+* Kfp support for pip trusted host [#11151](https://github.com/kubeflow/pipelines/pull/11151)
+
+## Breaking changes
+
+* Pin kfp-pipeline-spec==0.4.0, kfp-server-api>=2.1.0,<2.4.0 [#11192](https://github.com/kubeflow/pipelines/pull/11192)
+
+## Deprecations
+
+## Bug fixes and other changes
+
+* Loosening kubernetes dependency constraint [#11079](https://github.com/kubeflow/pipelines/pull/11079)
+* Throw 'exit_task cannot depend on any other tasks.' error when an ExitHandler has a parameter dependent on other task [#11005](https://github.com/kubeflow/pipelines/pull/11005)
+
+## Documentation updates
+
 # 2.8.0
 
 ## Features
diff --git a/sdk/python/kfp/__init__.py b/sdk/python/kfp/__init__.py
index 55fb3753d19..9c4a79e80ca 100644
--- a/sdk/python/kfp/__init__.py
+++ b/sdk/python/kfp/__init__.py
@@ -16,7 +16,7 @@
 # https://packaging.python.org/guides/packaging-namespace-packages/#pkgutil-style-namespace-packages
 __path__ = __import__('pkgutil').extend_path(__path__, __name__)
 
-__version__ = '2.8.0'
+__version__ = '2.9.0'
 
 import sys
 import warnings
diff --git a/sdk/python/kfp/cli/component.py b/sdk/python/kfp/cli/component.py
index 079c200fe3c..459265fe393 100644
--- a/sdk/python/kfp/cli/component.py
+++ b/sdk/python/kfp/cli/component.py
@@ -155,6 +155,7 @@ def __init__(
         self._base_image = None
         self._target_image = None
         self._pip_index_urls = None
+        self._pip_trusted_hosts = None
         self._load_components()
 
     def _load_components(self):
@@ -214,11 +215,16 @@ def _load_components(self):
         logging.info(f'Using target image: {self._target_image}')
 
         pip_index_urls = []
+        pip_trusted_hosts = []
         for comp in self._components:
             if comp.pip_index_urls is not None:
                 pip_index_urls.extend(comp.pip_index_urls)
+            if comp.pip_trusted_hosts is not None:
+                pip_trusted_hosts.extend(comp.pip_trusted_hosts)
         if pip_index_urls:
             self._pip_index_urls = list(dict.fromkeys(pip_index_urls))
+        if pip_trusted_hosts:
+            self._pip_trusted_hosts = list(dict.fromkeys(pip_trusted_hosts))
 
     def _maybe_write_file(self,
                           filename: str,
@@ -277,7 +283,7 @@ def generate_kfp_config(self):
 
     def maybe_generate_dockerfile(self, overwrite_dockerfile: bool = False):
         index_urls_options = component_factory.make_index_url_options(
-            self._pip_index_urls)
+            self._pip_index_urls, self._pip_trusted_hosts)
         dockerfile_contents = _DOCKERFILE_TEMPLATE.format(
             base_image=self._base_image,
             maybe_copy_kfp_package=self._maybe_copy_kfp_package,
diff --git a/sdk/python/kfp/cli/component_test.py b/sdk/python/kfp/cli/component_test.py
index c7279559194..7a40ac73822 100644
--- a/sdk/python/kfp/cli/component_test.py
+++ b/sdk/python/kfp/cli/component_test.py
@@ -37,6 +37,7 @@ def _make_component(
     packages_to_install: Optional[List[str]] = None,
     output_component_file: Optional[str] = None,
     pip_index_urls: Optional[List[str]] = None,
+    pip_trusted_hosts: Optional[List[str]] = None,
 ) -> str:
     return textwrap.dedent('''
     from kfp.dsl import *
@@ -46,7 +47,8 @@ def _make_component(
         target_image={target_image},
         packages_to_install={packages_to_install},
         output_component_file={output_component_file},
-        pip_index_urls={pip_index_urls})
+        pip_index_urls={pip_index_urls},
+        pip_trusted_hosts={pip_trusted_hosts})
     def {func_name}():
         pass
     ''').format(
@@ -55,7 +57,8 @@ def {func_name}():
         packages_to_install=repr(packages_to_install),
         output_component_file=repr(output_component_file),
         pip_index_urls=repr(pip_index_urls),
-        func_name=func_name)
+        func_name=func_name,
+        pip_trusted_hosts=repr(pip_trusted_hosts))
 
 
 def _write_file(filename: str, file_contents: str):
@@ -527,9 +530,9 @@ def test_docker_file_is_created_correctly_with_two_urls(self):
 
                 WORKDIR /usr/local/src/kfp/components
                 COPY runtime-requirements.txt runtime-requirements.txt
-                RUN pip install --index-url https://pypi.org/simple --trusted-host https://pypi.org/simple --extra-index-url https://example.com/pypi/simple --trusted-host https://example.com/pypi/simple --no-cache-dir -r runtime-requirements.txt
+                RUN pip install --index-url https://pypi.org/simple --extra-index-url https://example.com/pypi/simple --trusted-host https://pypi.org/simple --trusted-host https://example.com/pypi/simple --no-cache-dir -r runtime-requirements.txt
 
-                RUN pip install --index-url https://pypi.org/simple --trusted-host https://pypi.org/simple --extra-index-url https://example.com/pypi/simple --trusted-host https://example.com/pypi/simple --no-cache-dir kfp==1.2.3
+                RUN pip install --index-url https://pypi.org/simple --extra-index-url https://example.com/pypi/simple --trusted-host https://pypi.org/simple --trusted-host https://example.com/pypi/simple --no-cache-dir kfp==1.2.3
                 COPY . .
                 '''))
 
@@ -614,6 +617,66 @@ def test_dockerfile_can_contain_custom_kfp_package(self):
         self.assertTrue(contents.startswith(file_start))
         self.assertRegex(contents, 'RUN pip install --no-cache-dir kfp-*')
 
+    @mock.patch('kfp.__version__', '1.2.3')
+    def test_docker_file_is_created_one_trusted_host(self):
+        component = _make_component(
+            func_name='train',
+            target_image='custom-image',
+            pip_index_urls=['https://pypi.org/simple'],
+            pip_trusted_hosts=['pypi.org'])
+        _write_components('components.py', component)
+
+        result = self.runner.invoke(
+            self.cli,
+            ['build', str(self._working_dir)],
+        )
+        self.assertEqual(result.exit_code, 0)
+        self._docker_client.api.build.assert_called_once()
+        self.assert_file_exists_and_contains(
+            'Dockerfile',
+            textwrap.dedent('''\
+                    # Generated by KFP.
+    
+                    FROM python:3.8
+    
+                    WORKDIR /usr/local/src/kfp/components
+                    COPY runtime-requirements.txt runtime-requirements.txt
+                    RUN pip install --index-url https://pypi.org/simple --trusted-host pypi.org --no-cache-dir -r runtime-requirements.txt
+    
+                    RUN pip install --index-url https://pypi.org/simple --trusted-host pypi.org --no-cache-dir kfp==1.2.3
+                    COPY . .
+                    '''))
+
+    @mock.patch('kfp.__version__', '1.2.3')
+    def test_docker_file_is_created_two_trusted_host(self):
+        component = _make_component(
+            func_name='train',
+            target_image='custom-image',
+            pip_index_urls=['https://pypi.org/simple'],
+            pip_trusted_hosts=['pypi.org', 'pypi.org:8888'])
+        _write_components('components.py', component)
+
+        result = self.runner.invoke(
+            self.cli,
+            ['build', str(self._working_dir)],
+        )
+        self.assertEqual(result.exit_code, 0)
+        self._docker_client.api.build.assert_called_once()
+        self.assert_file_exists_and_contains(
+            'Dockerfile',
+            textwrap.dedent('''\
+                    # Generated by KFP.
+    
+                    FROM python:3.8
+    
+                    WORKDIR /usr/local/src/kfp/components
+                    COPY runtime-requirements.txt runtime-requirements.txt
+                    RUN pip install --index-url https://pypi.org/simple --trusted-host pypi.org --trusted-host pypi.org:8888 --no-cache-dir -r runtime-requirements.txt
+    
+                    RUN pip install --index-url https://pypi.org/simple --trusted-host pypi.org --trusted-host pypi.org:8888 --no-cache-dir kfp==1.2.3
+                    COPY . .
+                    '''))
+
 
 if __name__ == '__main__':
     unittest.main()
diff --git a/sdk/python/kfp/client/client.py b/sdk/python/kfp/client/client.py
index bdf9cbdf20f..f8897236343 100644
--- a/sdk/python/kfp/client/client.py
+++ b/sdk/python/kfp/client/client.py
@@ -421,7 +421,7 @@ def get_kfp_healthz(
                 )
 
             try:
-                return self._healthz_api.get_healthz()
+                return self._healthz_api.healthz_service_get_healthz()
             # ApiException, including network errors, is the only type that may
             # recover after retry.
             except kfp_server_api.ApiException:
@@ -474,7 +474,8 @@ def create_experiment(
                 description=description,
                 namespace=namespace,
             )
-            experiment = self._experiment_api.create_experiment(body=experiment)
+            experiment = self._experiment_api.experiment_service_create_experiment(
+                body=experiment)
 
         link = f'{self._get_url_prefix()}/#/experiments/details/{experiment.experiment_id}'
         if auth.is_ipython():
@@ -502,7 +503,8 @@ def get_pipeline_id(self, name: str) -> Optional[str]:
                 'stringValue': name,
             }]
         })
-        result = self._pipelines_api.list_pipelines(filter=pipeline_filter)
+        result = self._pipelines_api.pipeline_service_list_pipelines(
+            filter=pipeline_filter)
         if result.pipelines is None:
             return None
         if len(result.pipelines) == 1:
@@ -545,7 +547,7 @@ def list_experiments(
             ``V2beta1ListExperimentsResponse`` object.
         """
         namespace = namespace or self.get_user_namespace()
-        return self._experiment_api.list_experiments(
+        return self._experiment_api.experiment_service_list_experiments(
             page_token=page_token,
             page_size=page_size,
             sort_by=sort_by,
@@ -577,7 +579,7 @@ def get_experiment(
             raise ValueError(
                 'Either experiment_id or experiment_name is required.')
         if experiment_id is not None:
-            return self._experiment_api.get_experiment(
+            return self._experiment_api.experiment_service_get_experiment(
                 experiment_id=experiment_id)
         experiment_filter = json.dumps({
             'predicates': [{
@@ -587,10 +589,10 @@ def get_experiment(
             }]
         })
         if namespace is not None:
-            result = self._experiment_api.list_experiments(
+            result = self._experiment_api.experiment_service_list_experiments(
                 filter=experiment_filter, namespace=namespace)
         else:
-            result = self._experiment_api.list_experiments(
+            result = self._experiment_api.experiment_service_list_experiments(
                 filter=experiment_filter)
         if not result.experiments:
             raise ValueError(
@@ -609,7 +611,7 @@ def archive_experiment(self, experiment_id: str) -> dict:
         Returns:
             Empty dictionary.
         """
-        return self._experiment_api.archive_experiment(
+        return self._experiment_api.experiment_service_archive_experiment(
             experiment_id=experiment_id)
 
     def unarchive_experiment(self, experiment_id: str) -> dict:
@@ -621,7 +623,7 @@ def unarchive_experiment(self, experiment_id: str) -> dict:
         Returns:
             Empty dictionary.
         """
-        return self._experiment_api.unarchive_experiment(
+        return self._experiment_api.experiment_service_unarchive_experiment(
             experiment_id=experiment_id)
 
     def delete_experiment(self, experiment_id: str) -> dict:
@@ -633,7 +635,7 @@ def delete_experiment(self, experiment_id: str) -> dict:
         Returns:
             Empty dictionary.
         """
-        return self._experiment_api.delete_experiment(
+        return self._experiment_api.experiment_service_delete_experiment(
             experiment_id=experiment_id)
 
     def list_pipelines(
@@ -666,7 +668,7 @@ def list_pipelines(
         Returns:
             ``V2beta1ListPipelinesResponse`` object.
         """
-        return self._pipelines_api.list_pipelines(
+        return self._pipelines_api.pipeline_service_list_pipelines(
             namespace=namespace,
             page_token=page_token,
             page_size=page_size,
@@ -730,7 +732,7 @@ def run_pipeline(
             runtime_config=job_config.runtime_config,
             service_account=service_account)
 
-        response = self._run_api.create_run(body=run_body)
+        response = self._run_api.run_service_create_run(body=run_body)
 
         link = f'{self._get_url_prefix()}/#/runs/details/{response.run_id}'
         if auth.is_ipython():
@@ -751,7 +753,7 @@ def archive_run(self, run_id: str) -> dict:
         Returns:
             Empty dictionary.
         """
-        return self._run_api.archive_run(run_id=run_id)
+        return self._run_api.run_service_archive_run(run_id=run_id)
 
     def unarchive_run(self, run_id: str) -> dict:
         """Restores an archived run.
@@ -762,7 +764,7 @@ def unarchive_run(self, run_id: str) -> dict:
         Returns:
             Empty dictionary.
         """
-        return self._run_api.unarchive_run(run_id=run_id)
+        return self._run_api.run_service_unarchive_run(run_id=run_id)
 
     def delete_run(self, run_id: str) -> dict:
         """Deletes a run.
@@ -773,7 +775,7 @@ def delete_run(self, run_id: str) -> dict:
         Returns:
             Empty dictionary.
         """
-        return self._run_api.delete_run(run_id=run_id)
+        return self._run_api.run_service_delete_run(run_id=run_id)
 
     def terminate_run(self, run_id: str) -> dict:
         """Terminates a run.
@@ -784,7 +786,7 @@ def terminate_run(self, run_id: str) -> dict:
         Returns:
             Empty dictionary.
         """
-        return self._run_api.terminate_run(run_id=run_id)
+        return self._run_api.run_service_terminate_run(run_id=run_id)
 
     def create_recurring_run(
         self,
@@ -896,7 +898,8 @@ def create_recurring_run(
             trigger=trigger,
             max_concurrency=max_concurrency,
             service_account=service_account)
-        return self._recurring_run_api.create_recurring_run(body=job_body)
+        return self._recurring_run_api.recurring_run_service_create_recurring_run(
+            body=job_body)
 
     def _create_job_config(
         self,
@@ -1131,7 +1134,7 @@ def delete_recurring_run(self, recurring_run_id: str) -> dict:
         Returns:
             Empty dictionary.
         """
-        return self._recurring_run_api.delete_recurring_run(
+        return self._recurring_run_api.recurring_run_service_delete_recurring_run(
             recurring_run_id=recurring_run_id)
 
     def disable_job(self, job_id: str) -> dict:
@@ -1159,7 +1162,7 @@ def disable_recurring_run(self, recurring_run_id: str) -> dict:
         Returns:
             Empty dictionary.
         """
-        return self._recurring_run_api.disable_recurring_run(
+        return self._recurring_run_api.recurring_run_service_disable_recurring_run(
             recurring_run_id=recurring_run_id)
 
     def enable_job(self, job_id: str) -> dict:
@@ -1187,7 +1190,7 @@ def enable_recurring_run(self, recurring_run_id: str) -> dict:
         Returns:
             Empty dictionary.
         """
-        return self._recurring_run_api.enable_recurring_run(
+        return self._recurring_run_api.recurring_run_service_enable_recurring_run(
             recurring_run_id=recurring_run_id)
 
     def list_runs(
@@ -1225,7 +1228,7 @@ def list_runs(
         """
         namespace = namespace or self.get_user_namespace()
         if experiment_id is not None:
-            return self._run_api.list_runs(
+            return self._run_api.run_service_list_runs(
                 page_token=page_token,
                 page_size=page_size,
                 sort_by=sort_by,
@@ -1233,7 +1236,7 @@ def list_runs(
                 filter=filter)
 
         elif namespace is not None:
-            return self._run_api.list_runs(
+            return self._run_api.run_service_list_runs(
                 page_token=page_token,
                 page_size=page_size,
                 sort_by=sort_by,
@@ -1241,7 +1244,7 @@ def list_runs(
                 filter=filter)
 
         else:
-            return self._run_api.list_runs(
+            return self._run_api.run_service_list_runs(
                 page_token=page_token,
                 page_size=page_size,
                 sort_by=sort_by,
@@ -1281,7 +1284,7 @@ def list_recurring_runs(
             ``V2beta1ListRecurringRunsResponse`` object.
         """
         if experiment_id is not None:
-            return self._recurring_run_api.list_recurring_runs(
+            return self._recurring_run_api.recurring_run_service_list_recurring_runs(
                 page_token=page_token,
                 page_size=page_size,
                 sort_by=sort_by,
@@ -1289,7 +1292,7 @@ def list_recurring_runs(
                 filter=filter)
 
         elif namespace is not None:
-            return self._recurring_run_api.list_recurring_runs(
+            return self._recurring_run_api.recurring_run_service_list_recurring_runs(
                 page_token=page_token,
                 page_size=page_size,
                 sort_by=sort_by,
@@ -1297,7 +1300,7 @@ def list_recurring_runs(
                 filter=filter)
 
         else:
-            return self._recurring_run_api.list_recurring_runs(
+            return self._recurring_run_api.recurring_run_service_list_recurring_runs(
                 page_token=page_token,
                 page_size=page_size,
                 sort_by=sort_by,
@@ -1324,7 +1327,7 @@ def get_recurring_run(
                 stacklevel=2)
             recurring_run_id = recurring_run_id or job_id
 
-        return self._recurring_run_api.get_recurring_run(
+        return self._recurring_run_api.recurring_run_service_get_recurring_run(
             recurring_run_id=recurring_run_id)
 
     def get_run(self, run_id: str) -> kfp_server_api.V2beta1Run:
@@ -1336,7 +1339,7 @@ def get_run(self, run_id: str) -> kfp_server_api.V2beta1Run:
         Returns:
             ``V2beta1Run`` object.
         """
-        return self._run_api.get_run(run_id=run_id)
+        return self._run_api.run_service_get_run(run_id=run_id)
 
     def wait_for_run_completion(
         self,
@@ -1362,7 +1365,8 @@ def wait_for_run_completion(
         finish_states = ['succeeded', 'failed', 'skipped', 'error']
         while True:
             try:
-                get_run_response = self._run_api.get_run(run_id=run_id)
+                get_run_response = self._run_api.run_service_get_run(
+                    run_id=run_id)
                 is_valid_token = True
             except kfp_server_api.ApiException as api_ex:
                 # if the token is valid but receiving 401 Unauthorized error
@@ -1480,7 +1484,8 @@ def get_pipeline(self, pipeline_id: str) -> kfp_server_api.V2beta1Pipeline:
         Returns:
             ``V2beta1Pipeline`` object.
         """
-        return self._pipelines_api.get_pipeline(pipeline_id=pipeline_id)
+        return self._pipelines_api.pipeline_service_get_pipeline(
+            pipeline_id=pipeline_id)
 
     def delete_pipeline(self, pipeline_id: str) -> dict:
         """Deletes a pipeline.
@@ -1491,7 +1496,8 @@ def delete_pipeline(self, pipeline_id: str) -> dict:
         Returns:
             Empty dictionary.
         """
-        return self._pipelines_api.delete_pipeline(pipeline_id=pipeline_id)
+        return self._pipelines_api.pipeline_service_delete_pipeline(
+            pipeline_id=pipeline_id)
 
     def list_pipeline_versions(
         self,
@@ -1525,7 +1531,7 @@ def list_pipeline_versions(
             ``V2beta1ListPipelineVersionsResponse`` object.
         """
 
-        return self._pipelines_api.list_pipeline_versions(
+        return self._pipelines_api.pipeline_service_list_pipeline_versions(
             page_token=page_token,
             page_size=page_size,
             sort_by=sort_by,
@@ -1546,7 +1552,7 @@ def get_pipeline_version(
         Returns:
             ``V2beta1PipelineVersion`` object.
         """
-        return self._pipelines_api.get_pipeline_version(
+        return self._pipelines_api.pipeline_service_get_pipeline_version(
             pipeline_id=pipeline_id,
             pipeline_version_id=pipeline_version_id,
         )
@@ -1565,7 +1571,7 @@ def delete_pipeline_version(
         Returns:
             Empty dictionary.
         """
-        return self._pipelines_api.delete_pipeline_version(
+        return self._pipelines_api.pipeline_service_delete_pipeline_version(
             pipeline_id=pipeline_id,
             pipeline_version_id=pipeline_version_id,
         )
diff --git a/sdk/python/kfp/client/client_test.py b/sdk/python/kfp/client/client_test.py
index da6b0710b93..301ec6d119b 100644
--- a/sdk/python/kfp/client/client_test.py
+++ b/sdk/python/kfp/client/client_test.py
@@ -198,14 +198,15 @@ def test_wait_for_run_completion_invalid_token_should_raise_error(self):
         with self.assertRaises(kfp_server_api.ApiException):
             with patch.object(
                     self.client._run_api,
-                    'get_run',
+                    'run_service_get_run',
                     side_effect=kfp_server_api.ApiException) as mock_get_run:
                 self.client.wait_for_run_completion(
                     run_id='foo', timeout=1, sleep_duration=0)
                 mock_get_run.assert_called_once()
 
     def test_wait_for_run_completion_expired_access_token(self):
-        with patch.object(self.client._run_api, 'get_run') as mock_get_run:
+        with patch.object(self.client._run_api,
+                          'run_service_get_run') as mock_get_run:
             # We need to iterate through multiple side effects in order to test this logic.
             mock_get_run.side_effect = [
                 Mock(state='unknown state'),
@@ -221,7 +222,8 @@ def test_wait_for_run_completion_expired_access_token(self):
                 mock_refresh_api_client_token.assert_called_once()
 
     def test_wait_for_run_completion_valid_token(self):
-        with patch.object(self.client._run_api, 'get_run') as mock_get_run:
+        with patch.object(self.client._run_api,
+                          'run_service_get_run') as mock_get_run:
             mock_get_run.return_value = Mock(state='succeeded')
             response = self.client.wait_for_run_completion(
                 run_id='foo', timeout=1, sleep_duration=0)
@@ -230,7 +232,8 @@ def test_wait_for_run_completion_valid_token(self):
 
     def test_wait_for_run_completion_run_timeout_should_raise_error(self):
         with self.assertRaises(TimeoutError):
-            with patch.object(self.client._run_api, 'get_run') as mock_get_run:
+            with patch.object(self.client._run_api,
+                              'run_service_get_run') as mock_get_run:
                 mock_get_run.return_value = Mock(run=Mock(status='foo'))
                 self.client.wait_for_run_completion(
                     run_id='foo', timeout=1, sleep_duration=0)
@@ -242,7 +245,7 @@ def test_create_experiment_no_experiment_should_raise_error(
         with self.assertRaises(ValueError):
             self.client.create_experiment(name='foo', namespace='ns1')
             mock_get_experiment.assert_called_once_with(
-                name='foo', namespace='ns1')
+                name='foo', onamespace='ns1')
 
     @patch('kfp.Client.get_experiment', return_value=Mock(id='foo'))
     @patch('kfp.Client._get_url_prefix', return_value='/pipeline')
@@ -265,7 +268,7 @@ def test__create_experiment_name_not_found(self, mock_get_url_prefix,
         # is created.
         with patch.object(
                 self.client._experiment_api,
-                'create_experiment',
+                'experiment_service_create_experiment',
                 return_value=Mock(
                     experiment_id='foo')) as mock_create_experiment:
             self.client.create_experiment(name='foo')
@@ -285,7 +288,7 @@ def test_get_experiment_does_not_exist_should_raise_error(
         with self.assertRaises(ValueError):
             with patch.object(
                     self.client._experiment_api,
-                    'list_experiments',
+                    'experiment_service_list_experiments',
                     return_value=Mock(
                         experiments=None)) as mock_list_experiments:
                 self.client.get_experiment(experiment_name='foo')
@@ -298,7 +301,7 @@ def test_get_experiment_multiple_experiments_with_name_should_raise_error(
         with self.assertRaises(ValueError):
             with patch.object(
                     self.client._experiment_api,
-                    'list_experiments',
+                    'experiment_service_list_experiments',
                     return_value=Mock(
                         experiments=['foo', 'foo'])) as mock_list_experiments:
                 self.client.get_experiment(experiment_name='foo')
@@ -306,27 +309,30 @@ def test_get_experiment_multiple_experiments_with_name_should_raise_error(
                 mock_get_user_namespace.assert_called_once()
 
     def test_get_experiment_with_experiment_id(self):
-        with patch.object(self.client._experiment_api,
-                          'get_experiment') as mock_get_experiment:
+        with patch.object(
+                self.client._experiment_api,
+                'experiment_service_get_experiment') as mock_get_experiment:
             self.client.get_experiment(experiment_id='foo')
             mock_get_experiment.assert_called_once_with(experiment_id='foo')
 
     def test_get_experiment_with_experiment_name_and_namespace(self):
-        with patch.object(self.client._experiment_api,
-                          'list_experiments') as mock_list_experiments:
+        with patch.object(
+                self.client._experiment_api,
+                'experiment_service_list_experiments') as mock_list_experiments:
             self.client.get_experiment(experiment_name='foo', namespace='ns1')
             mock_list_experiments.assert_called_once()
 
     @patch('kfp.Client.get_user_namespace', return_value=None)
     def test_get_experiment_with_experiment_name_and_no_namespace(
             self, mock_get_user_namespace):
-        with patch.object(self.client._experiment_api,
-                          'list_experiments') as mock_list_experiments:
+        with patch.object(
+                self.client._experiment_api,
+                'experiment_service_list_experiments') as mock_list_experiments:
             self.client.get_experiment(experiment_name='foo')
             mock_list_experiments.assert_called_once()
             mock_get_user_namespace.assert_called_once()
 
-    @patch('kfp_server_api.HealthzServiceApi.get_healthz')
+    @patch('kfp_server_api.HealthzServiceApi.healthz_service_get_healthz')
     def test_get_kfp_healthz(self, mock_get_kfp_healthz):
         mock_get_kfp_healthz.return_value = json.dumps([{'foo': 'bar'}])
         response = self.client.get_kfp_healthz()
@@ -334,7 +340,7 @@ def test_get_kfp_healthz(self, mock_get_kfp_healthz):
         assert (response == mock_get_kfp_healthz.return_value)
 
     @patch(
-        'kfp_server_api.HealthzServiceApi.get_healthz',
+        'kfp_server_api.HealthzServiceApi.healthz_service_get_healthz',
         side_effect=kfp_server_api.ApiException)
     def test_get_kfp_healthz_should_raise_error(self, mock_get_kfp_healthz):
         with self.assertRaises(TimeoutError):
diff --git a/sdk/python/kfp/dsl/component_decorator.py b/sdk/python/kfp/dsl/component_decorator.py
index 7c6589589dc..6e0c70679d9 100644
--- a/sdk/python/kfp/dsl/component_decorator.py
+++ b/sdk/python/kfp/dsl/component_decorator.py
@@ -27,7 +27,8 @@ def component(func: Optional[Callable] = None,
               pip_index_urls: Optional[List[str]] = None,
               output_component_file: Optional[str] = None,
               install_kfp_package: bool = True,
-              kfp_package_path: Optional[str] = None):
+              kfp_package_path: Optional[str] = None,
+              pip_trusted_hosts: Optional[List[str]] = None):
     """Decorator for Python-function based components.
 
     A KFP component can either be a lightweight component or a containerized
@@ -114,7 +115,8 @@ def pipeline():
             pip_index_urls=pip_index_urls,
             output_component_file=output_component_file,
             install_kfp_package=install_kfp_package,
-            kfp_package_path=kfp_package_path)
+            kfp_package_path=kfp_package_path,
+            pip_trusted_hosts=pip_trusted_hosts)
 
     return component_factory.create_component_from_func(
         func,
@@ -124,4 +126,5 @@ def pipeline():
         pip_index_urls=pip_index_urls,
         output_component_file=output_component_file,
         install_kfp_package=install_kfp_package,
-        kfp_package_path=kfp_package_path)
+        kfp_package_path=kfp_package_path,
+        pip_trusted_hosts=pip_trusted_hosts)
diff --git a/sdk/python/kfp/dsl/component_factory.py b/sdk/python/kfp/dsl/component_factory.py
index 1af26d80bfc..2f14aded2c4 100644
--- a/sdk/python/kfp/dsl/component_factory.py
+++ b/sdk/python/kfp/dsl/component_factory.py
@@ -56,6 +56,7 @@ class ComponentInfo():
     base_image: str = _DEFAULT_BASE_IMAGE
     packages_to_install: Optional[List[str]] = None
     pip_index_urls: Optional[List[str]] = None
+    pip_trusted_hosts: Optional[List[str]] = None
 
 
 # A map from function_name to components.  This is always populated when a
@@ -69,24 +70,29 @@ def _python_function_name_to_component_name(name):
     return name_with_spaces[0].upper() + name_with_spaces[1:]
 
 
-def make_index_url_options(pip_index_urls: Optional[List[str]]) -> str:
-    """Generates index url options for pip install command based on provided
-    pip_index_urls.
+def make_index_url_options(pip_index_urls: Optional[List[str]],
+                           pip_trusted_hosts: Optional[List[str]]) -> str:
+    """Generates index URL options for the pip install command based on the
+    provided pip_index_urls and pip_trusted_hosts.
 
     Args:
-        pip_index_urls: Optional list of pip index urls
+        pip_index_urls (Optional[List[str]]): Optional list of pip index URLs.
+        pip_trusted_hosts (Optional[List[str]]): Optional list of pip trusted hosts.
 
     Returns:
-        - Empty string if pip_index_urls is empty/None.
-        - '--index-url url --trusted-host url ' if pip_index_urls contains 1
-        url
-        - the above followed by '--extra-index-url url --trusted-host url '
-        for
-        each next url in pip_index_urls if pip_index_urls contains more than 1
-        url
-
-        Note: In case pip_index_urls is not empty, the returned string will
-        contain space at the end.
+        str:
+            - An empty string if pip_index_urls is empty or None.
+            - '--index-url url ' if pip_index_urls contains 1 URL.
+            - The above followed by '--extra-index-url url ' for each additional URL in pip_index_urls
+            if pip_index_urls contains more than 1 URL.
+            - If pip_trusted_hosts is None:
+                - The above followed by '--trusted-host url ' for each URL in pip_index_urls.
+            - If pip_trusted_hosts is an empty List.
+                - No --trusted-host information will be added
+            - If pip_trusted_hosts contains any URLs:
+                - The above followed by '--trusted-host url ' for each URL in pip_trusted_hosts.
+    Note:
+        In case pip_index_urls is not empty, the returned string will contain a space at the end.
     """
     if not pip_index_urls:
         return ''
@@ -94,10 +100,17 @@ def make_index_url_options(pip_index_urls: Optional[List[str]]) -> str:
     index_url = pip_index_urls[0]
     extra_index_urls = pip_index_urls[1:]
 
-    options = [f'--index-url {index_url} --trusted-host {index_url}']
-    options.extend(
-        f'--extra-index-url {extra_index_url} --trusted-host {extra_index_url}'
-        for extra_index_url in extra_index_urls)
+    options = [f'--index-url {index_url}']
+    options.extend(f'--extra-index-url {extra_index_url}'
+                   for extra_index_url in extra_index_urls)
+
+    if pip_trusted_hosts is None:
+        options.extend([f'--trusted-host {index_url}'])
+        options.extend(f'--trusted-host {extra_index_url}'
+                       for extra_index_url in extra_index_urls)
+    elif len(pip_trusted_hosts) > 0:
+        options.extend(f'--trusted-host {trusted_host}'
+                       for trusted_host in pip_trusted_hosts)
 
     return ' '.join(options) + ' '
 
@@ -126,6 +139,7 @@ def _get_packages_to_install_command(
     packages_to_install: Optional[List[str]] = None,
     install_kfp_package: bool = True,
     target_image: Optional[str] = None,
+    pip_trusted_hosts: Optional[List[str]] = None,
 ) -> List[str]:
     packages_to_install = packages_to_install or []
     kfp_in_user_pkgs = any(pkg.startswith('kfp') for pkg in packages_to_install)
@@ -136,7 +150,8 @@ def _get_packages_to_install_command(
     if not inject_kfp_install and not packages_to_install:
         return []
     pip_install_strings = []
-    index_url_options = make_index_url_options(pip_index_urls)
+    index_url_options = make_index_url_options(pip_index_urls,
+                                               pip_trusted_hosts)
 
     if inject_kfp_install:
         if kfp_package_path:
@@ -517,6 +532,7 @@ def create_component_from_func(
     output_component_file: Optional[str] = None,
     install_kfp_package: bool = True,
     kfp_package_path: Optional[str] = None,
+    pip_trusted_hosts: Optional[List[str]] = None,
 ) -> python_component.PythonComponent:
     """Implementation for the @component decorator.
 
@@ -530,6 +546,7 @@ def create_component_from_func(
         kfp_package_path=kfp_package_path,
         packages_to_install=packages_to_install,
         pip_index_urls=pip_index_urls,
+        pip_trusted_hosts=pip_trusted_hosts,
     )
 
     command = []
@@ -575,7 +592,8 @@ def create_component_from_func(
         output_component_file=output_component_file,
         base_image=base_image,
         packages_to_install=packages_to_install,
-        pip_index_urls=pip_index_urls)
+        pip_index_urls=pip_index_urls,
+        pip_trusted_hosts=pip_trusted_hosts)
 
     if REGISTERED_MODULES is not None:
         REGISTERED_MODULES[component_name] = component_info
diff --git a/sdk/python/kfp/dsl/component_factory_test.py b/sdk/python/kfp/dsl/component_factory_test.py
index b602be241fd..28ebbece292 100644
--- a/sdk/python/kfp/dsl/component_factory_test.py
+++ b/sdk/python/kfp/dsl/component_factory_test.py
@@ -152,6 +152,42 @@ def test_with_packages_to_install_with_pip_index_url(self):
                 '\nif ! [ -x "$(command -v pip)" ]; then\n    python3 -m ensurepip || python3 -m ensurepip --user || apt-get install python3-pip\nfi\n\nPIP_DISABLE_PIP_VERSION_CHECK=1 python3 -m pip install --quiet --no-warn-script-location --index-url https://myurl.org/simple --trusted-host https://myurl.org/simple \'kfp==2.1.3\' \'--no-deps\' \'typing-extensions>=3.7.4,<5; python_version<"3.9"\'  &&  python3 -m pip install --quiet --no-warn-script-location --index-url https://myurl.org/simple --trusted-host https://myurl.org/simple \'package1\' \'package2\' && "$0" "$@"\n'
             ]))
 
+    def test_with_packages_to_install_with_pip_index_url_and_trusted_host(self):
+        packages_to_install = ['package1', 'package2']
+        pip_index_urls = ['https://myurl.org/simple']
+        pip_trusted_hosts = ['myurl.org']
+
+        command = component_factory._get_packages_to_install_command(
+            packages_to_install=packages_to_install,
+            pip_index_urls=pip_index_urls,
+            pip_trusted_hosts=pip_trusted_hosts,
+        )
+
+        self.assertEqual(
+            strip_kfp_version(command),
+            strip_kfp_version([
+                'sh', '-c',
+                '\nif ! [ -x "$(command -v pip)" ]; then\n    python3 -m ensurepip || python3 -m ensurepip --user || apt-get install python3-pip\nfi\n\nPIP_DISABLE_PIP_VERSION_CHECK=1 python3 -m pip install --quiet --no-warn-script-location --index-url https://myurl.org/simple --trusted-host myurl.org \'kfp==2.1.3\' \'--no-deps\' \'typing-extensions>=3.7.4,<5; python_version<"3.9"\'  &&  python3 -m pip install --quiet --no-warn-script-location --index-url https://myurl.org/simple --trusted-host myurl.org \'package1\' \'package2\' && "$0" "$@"\n'
+            ]))
+
+    def test_with_packages_to_install_with_pip_index_url_and_empty_trusted_host(
+            self):
+        packages_to_install = ['package1', 'package2']
+        pip_index_urls = ['https://myurl.org/simple']
+
+        command = component_factory._get_packages_to_install_command(
+            packages_to_install=packages_to_install,
+            pip_index_urls=pip_index_urls,
+            pip_trusted_hosts=[],
+        )
+
+        self.assertEqual(
+            strip_kfp_version(command),
+            strip_kfp_version([
+                'sh', '-c',
+                '\nif ! [ -x "$(command -v pip)" ]; then\n    python3 -m ensurepip || python3 -m ensurepip --user || apt-get install python3-pip\nfi\n\nPIP_DISABLE_PIP_VERSION_CHECK=1 python3 -m pip install --quiet --no-warn-script-location --index-url https://myurl.org/simple \'kfp==2.1.3\' \'--no-deps\' \'typing-extensions>=3.7.4,<5; python_version<"3.9"\'  &&  python3 -m pip install --quiet --no-warn-script-location --index-url https://myurl.org/simple \'package1\' \'package2\' && "$0" "$@"\n'
+            ]))
+
 
 class TestInvalidParameterName(unittest.TestCase):
 
diff --git a/sdk/python/requirements.in b/sdk/python/requirements.in
index b3428b7b256..504b8929834 100644
--- a/sdk/python/requirements.in
+++ b/sdk/python/requirements.in
@@ -11,13 +11,13 @@ google-auth>=1.6.1,<3
 # https://github.com/googleapis/python-storage/blob/main/CHANGELOG.md#221-2022-03-15
 google-cloud-storage>=2.2.1,<3
 # pin kfp-pipeline-spec to an exact version, since this is the contract between a given KFP SDK version and the BE. we don't want old version of the SDK to write new fields and to have the BE reject the new unsupported field (even if the new field backward compatible from a proto perspective)
-kfp-pipeline-spec==0.3.0
+kfp-pipeline-spec==0.4.0
 # Update the upper version whenever a new major version of the
 # kfp-server-api package is released.
 # Update the lower version when kfp sdk depends on new apis/fields in
 # kfp-server-api.
-kfp-server-api>=2.0.0,<2.1.0
-kubernetes>=8.0.0,<27
+kfp-server-api>=2.1.0,<2.4.0
+kubernetes>=8.0.0,<31
 protobuf>=4.21.1,<5
 PyYAML>=5.3,<7
 requests-toolbelt>=0.8.0,<1
diff --git a/sdk/python/requirements.txt b/sdk/python/requirements.txt
index 0ba3e543a7c..41f22813f1e 100644
--- a/sdk/python/requirements.txt
+++ b/sdk/python/requirements.txt
@@ -1,105 +1,106 @@
 #
-# This file is autogenerated by pip-compile with Python 3.8
+# This file is autogenerated by pip-compile with Python 3.10
 # by the following command:
 #
 #    pip-compile --no-emit-index-url requirements.in
 #
-cachetools==5.2.0
+cachetools==5.4.0
     # via google-auth
-certifi==2022.6.15
+certifi==2024.7.4
     # via
     #   kfp-server-api
     #   kubernetes
     #   requests
-charset-normalizer==2.1.1
+charset-normalizer==3.3.2
     # via requests
 click==8.1.3
     # via -r requirements.in
-docstring-parser==0.14.1
+docstring-parser==0.16
     # via -r requirements.in
-google-api-core==2.8.2
+google-api-core==2.19.1
     # via
     #   -r requirements.in
     #   google-cloud-core
     #   google-cloud-storage
-google-auth==2.11.0
+google-auth==2.32.0
     # via
     #   -r requirements.in
     #   google-api-core
     #   google-cloud-core
     #   google-cloud-storage
     #   kubernetes
-google-cloud-core==2.3.2
+google-cloud-core==2.4.1
     # via google-cloud-storage
-google-cloud-storage==2.5.0
+google-cloud-storage==2.18.0
     # via -r requirements.in
 google-crc32c==1.5.0
-    # via google-resumable-media
-google-resumable-media==2.3.3
+    # via
+    #   google-cloud-storage
+    #   google-resumable-media
+google-resumable-media==2.7.1
     # via google-cloud-storage
-googleapis-common-protos==1.56.4
+googleapis-common-protos==1.63.2
     # via google-api-core
-idna==3.3
+idna==3.7
     # via requests
-kfp-pipeline-spec==0.3.0
+kfp-pipeline-spec==0.4.0
     # via -r requirements.in
-kfp-server-api==2.0.5
+kfp-server-api==2.3.0
     # via -r requirements.in
-kubernetes==23.6.0
+kubernetes==30.1.0
     # via -r requirements.in
-oauthlib==3.2.0
-    # via requests-oauthlib
-protobuf==4.25.1
+oauthlib==3.2.2
+    # via
+    #   kubernetes
+    #   requests-oauthlib
+proto-plus==1.24.0
+    # via google-api-core
+protobuf==4.25.4
     # via
     #   -r requirements.in
     #   google-api-core
     #   googleapis-common-protos
     #   kfp-pipeline-spec
-pyasn1==0.4.8
+    #   proto-plus
+pyasn1==0.6.0
     # via
     #   pyasn1-modules
     #   rsa
-pyasn1-modules==0.2.8
+pyasn1-modules==0.4.0
     # via google-auth
-python-dateutil==2.8.2
+python-dateutil==2.9.0.post0
     # via
     #   kfp-server-api
     #   kubernetes
-pyyaml==5.4.1
+pyyaml==6.0.1
     # via
     #   -r requirements.in
     #   kubernetes
-requests==2.28.1
+requests==2.32.3
     # via
     #   google-api-core
     #   google-cloud-storage
     #   kubernetes
     #   requests-oauthlib
     #   requests-toolbelt
-requests-oauthlib==1.3.1
+requests-oauthlib==2.0.0
     # via kubernetes
-requests-toolbelt==0.9.1
+requests-toolbelt==0.10.1
     # via -r requirements.in
 rsa==4.9
     # via google-auth
 six==1.16.0
     # via
-    #   google-auth
     #   kfp-server-api
     #   kubernetes
     #   python-dateutil
-tabulate==0.8.10
-    # via -r requirements.in
-typing-extensions==4.5.0 ; python_version < "3.9"
+tabulate==0.9.0
     # via -r requirements.in
-urllib3==1.26.12
+urllib3==1.26.19
     # via
     #   -r requirements.in
     #   kfp-server-api
     #   kubernetes
     #   requests
-websocket-client==1.4.0
+websocket-client==1.8.0
     # via kubernetes
-
-# The following packages are considered to be unsafe in a requirements file:
-# setuptools
diff --git a/sdk/runtime_tests/execute_commands_args_test.py b/sdk/runtime_tests/execute_commands_args_test.py
index 42b7672b32a..f920ef971eb 100644
--- a/sdk/runtime_tests/execute_commands_args_test.py
+++ b/sdk/runtime_tests/execute_commands_args_test.py
@@ -96,8 +96,6 @@ class RuntimeTestConfig:
     )
 ]
 
-PULL_NUMBER = None
-
 
 def run_commands_and_args(
     config: RuntimeTestConfig,
@@ -116,16 +114,8 @@ def run_commands_and_args(
         # so much that it renders the test less valuable, since the
         # commands/args resemble the true runtime commands/args less well
         # prefer the less invasive approach of installing from a PR
-        global PULL_NUMBER
-        if PULL_NUMBER is None:
-            if 'PULL_NUMBER' in os.environ:
-                PULL_NUMBER = os.environ['PULL_NUMBER']
-            else:
-                PULL_NUMBER = input(
-                    "Please provide the PR number for the kubeflow/pipelines PR that contains the changes you'd like to test:"
-                )
-
-        kfp_package_path = f'git+https://github.com/kubeflow/pipelines.git@refs/pull/{PULL_NUMBER}/merge#subdirectory=sdk/python'
+
+        kfp_package_path = 'sdk/python'
         command_and_args = [
             re.sub(r"'kfp==(\d+).(\d+).(\d+)(-[a-z]+.\d+)?'", kfp_package_path,
                    cmd) for cmd in command_and_args
diff --git a/test/frontend-integration-test/package-lock.json b/test/frontend-integration-test/package-lock.json
index 337f97dbadc..9e4fcd1661e 100644
--- a/test/frontend-integration-test/package-lock.json
+++ b/test/frontend-integration-test/package-lock.json
@@ -989,11 +989,11 @@
       }
     },
     "node_modules/braces": {
-      "version": "3.0.2",
-      "resolved": "https://registry.npmjs.org/braces/-/braces-3.0.2.tgz",
-      "integrity": "sha512-b8um+L1RzM3WDSzvhm6gIz1yfTbBt6YTlcEKAvsmqCZZFw46z626lVj9j1yEPW33H5H+lBQpZMP1k8l+78Ha0A==",
+      "version": "3.0.3",
+      "resolved": "https://registry.npmjs.org/braces/-/braces-3.0.3.tgz",
+      "integrity": "sha512-yQbXgO/OSZVD2IsiLlro+7Hf6Q18EJrKSEsdoMzKePKXct3gvD8oLcOQdIzGupr5Fj+EDe8gO/lxc1BzfMpxvA==",
       "dependencies": {
-        "fill-range": "^7.0.1"
+        "fill-range": "^7.1.1"
       },
       "engines": {
         "node": ">=8"
@@ -1992,9 +1992,9 @@
       }
     },
     "node_modules/fill-range": {
-      "version": "7.0.1",
-      "resolved": "https://registry.npmjs.org/fill-range/-/fill-range-7.0.1.tgz",
-      "integrity": "sha512-qOo9F+dMUmC2Lcb4BbVvnKJxTPjCm+RRpe4gDuGrzkL7mEVl/djYSu2OdQ2Pa302N4oqkSg9ir6jaLWJ2USVpQ==",
+      "version": "7.1.1",
+      "resolved": "https://registry.npmjs.org/fill-range/-/fill-range-7.1.1.tgz",
+      "integrity": "sha512-YsGpe3WHLK8ZYi4tWDg2Jy3ebRz2rXowDxnld4bkQB00cc/1Zw9AWnC0i9ztDJitivtQvaI9KaLyKrc+hBW0yg==",
       "dependencies": {
         "to-regex-range": "^5.0.1"
       },
@@ -3418,11 +3418,11 @@
       "integrity": "sha512-abv/qOcuPfk3URPfDzmZU1LKmuw8kT+0nIHvKrKgFrwifol/doWcdA4ZqsWQ8ENrFKkd67Mfpo/LovbIUsbt3w=="
     },
     "node_modules/micromatch": {
-      "version": "4.0.5",
-      "resolved": "https://registry.npmjs.org/micromatch/-/micromatch-4.0.5.tgz",
-      "integrity": "sha512-DMy+ERcEW2q8Z2Po+WNXuw3c5YaUSFjAO5GsJqfEl7UjvtIuFKO6ZrKvcItdy98dwFI2N1tg3zNIdKaQT+aNdA==",
+      "version": "4.0.8",
+      "resolved": "https://registry.npmjs.org/micromatch/-/micromatch-4.0.8.tgz",
+      "integrity": "sha512-PXwfBhYu0hBCPw8Dn0E+WDYb7af3dSLVWKi3HGv84IdF4TyFoC0ysxFd0Goxw7nSv4T/PzEJQxsYsEiFCKo2BA==",
       "dependencies": {
-        "braces": "^3.0.2",
+        "braces": "^3.0.3",
         "picomatch": "^2.3.1"
       },
       "engines": {
diff --git a/test/install-argo-cli.sh b/test/install-argo-cli.sh
index 8188e4f9ea0..fab820e8970 100755
--- a/test/install-argo-cli.sh
+++ b/test/install-argo-cli.sh
@@ -19,7 +19,7 @@ set -ex
 DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" > /dev/null && pwd)"
 REPO_ROOT="${DIR}/.."
 ARGO_VERSION="$(cat ${REPO_ROOT}/third_party/argo/VERSION)"
-# ARGO_VERSION=v3.4.16
+# ARGO_VERSION=v3.4.17
 OS=${OS:-"linux-amd64"}
 
 # if argo is not installed
diff --git a/test/presubmit-test-kfp-kubernetes-library.sh b/test/presubmit-test-kfp-kubernetes-library.sh
index 160bbf7e82a..f197826ca22 100755
--- a/test/presubmit-test-kfp-kubernetes-library.sh
+++ b/test/presubmit-test-kfp-kubernetes-library.sh
@@ -16,7 +16,7 @@
 source_root=$(pwd)
 
 pip install --upgrade pip
-pip install wheel
+pip install wheel setuptools
 
 pip install sdk/python
 sudo apt-get update && sudo apt-get install -y protobuf-compiler
diff --git a/test/sample-test/requirements.in b/test/sample-test/requirements.in
index b98dc7e3771..2d48979e5b6 100644
--- a/test/sample-test/requirements.in
+++ b/test/sample-test/requirements.in
@@ -1,12 +1,8 @@
+kfp==2.8.0
 junit-xml
 minio
-black==21.7b0 
-papermill~=2.2
+black
+papermill
 fire
 yamale
 kubernetes
-
-google-cloud-bigquery<3
-google-cloud-storage<2
-# TODO: remove deprecated dependency
--r sdk/python/requirements-deprecated.txt
diff --git a/test/sample-test/requirements.txt b/test/sample-test/requirements.txt
index 42322bcaa95..c52407539db 100644
--- a/test/sample-test/requirements.txt
+++ b/test/sample-test/requirements.txt
@@ -1,194 +1,210 @@
 #
-# This file is autogenerated by pip-compile
-# To update, run:
+# This file is autogenerated by pip-compile with Python 3.10
+# by the following command:
 #
-#    pip-compile --output-file=- -
+#    pip-compile
 #
-ansiwrap==0.8.4
+ansicolors==1.1.8
     # via papermill
-appdirs==1.4.4
-    # via black
-attrs==20.3.0
-    # via jsonschema
-black==21.7b0
+argon2-cffi==23.1.0
+    # via minio
+argon2-cffi-bindings==21.2.0
+    # via argon2-cffi
+attrs==24.2.0
     # via
-    #   -r requirements.in
-    #   papermill
-cachetools==4.2.4
+    #   jsonschema
+    #   referencing
+black==24.8.0
+    # via -r requirements.in
+cachetools==5.5.0
     # via google-auth
-certifi==2021.10.8
+certifi==2024.7.4
     # via
+    #   kfp-server-api
     #   kubernetes
     #   minio
     #   requests
-charset-normalizer==2.0.9
+cffi==1.17.0
+    # via argon2-cffi-bindings
+charset-normalizer==3.3.2
     # via requests
-click==7.1.2
+click==8.1.7
     # via
     #   black
+    #   kfp
     #   papermill
-entrypoints==0.3
-    # via
-    #   jupyter-client
-    #   papermill
-fire==0.4.0
+docstring-parser==0.16
+    # via kfp
+entrypoints==0.4
+    # via papermill
+fastjsonschema==2.20.0
+    # via nbformat
+fire==0.6.0
     # via -r requirements.in
-google-api-core[grpc]==1.31.5
+google-api-core==2.19.1
     # via
-    #   google-cloud-bigquery
     #   google-cloud-core
     #   google-cloud-storage
-google-auth==1.35.0
+    #   kfp
+google-auth==2.34.0
     # via
     #   google-api-core
     #   google-cloud-core
     #   google-cloud-storage
+    #   kfp
     #   kubernetes
-google-cloud-bigquery==2.31.0
-    # via -r requirements.in
-google-cloud-core==1.7.2
+google-cloud-core==2.4.1
+    # via google-cloud-storage
+google-cloud-storage==2.18.2
+    # via kfp
+google-crc32c==1.5.0
     # via
-    #   google-cloud-bigquery
     #   google-cloud-storage
-google-cloud-storage==1.43.0
-    # via -r requirements.in
-google-crc32c==1.3.0
-    # via google-resumable-media
-google-resumable-media==2.1.0
-    # via
-    #   google-cloud-bigquery
-    #   google-cloud-storage
-googleapis-common-protos==1.54.0
+    #   google-resumable-media
+google-resumable-media==2.7.2
+    # via google-cloud-storage
+googleapis-common-protos==1.64.0
     # via google-api-core
-grpcio==1.43.0
-    # via
-    #   google-api-core
-    #   google-cloud-bigquery
-idna==3.3
+idna==3.8
     # via requests
-ipython-genutils==0.2.0
-    # via nbformat
-jsonschema==3.2.0
+jsonschema==4.23.0
     # via nbformat
+jsonschema-specifications==2023.12.1
+    # via jsonschema
 junit-xml==1.9
     # via -r requirements.in
-jupyter-client==7.1.0
+jupyter-client==8.6.2
     # via nbclient
-jupyter-core==4.11.2
+jupyter-core==5.7.2
     # via
     #   jupyter-client
+    #   nbclient
     #   nbformat
-kubernetes==12.0.1
+kfp==2.8.0
     # via -r requirements.in
-minio==7.1.2
+kfp-pipeline-spec==0.3.0
+    # via kfp
+kfp-server-api==2.0.5
+    # via kfp
+kubernetes==26.1.0
+    # via
+    #   -r requirements.in
+    #   kfp
+minio==7.2.8
     # via -r requirements.in
-mypy-extensions==0.4.3
+mypy-extensions==1.0.0
     # via black
-nbclient==0.5.9
+nbclient==0.10.0
     # via papermill
-nbformat==5.1.3
+nbformat==5.10.4
     # via
     #   nbclient
     #   papermill
-nest-asyncio==1.5.4
-    # via
-    #   jupyter-client
-    #   nbclient
-oauthlib==3.1.1
+oauthlib==3.2.2
     # via requests-oauthlib
-packaging==20.9
-    # via
-    #   google-api-core
-    #   google-cloud-bigquery
-papermill==2.3.3
+packaging==24.1
+    # via black
+papermill==2.6.0
     # via -r requirements.in
-pathspec==0.9.0
+pathspec==0.12.1
     # via black
-proto-plus==1.19.8
-    # via google-cloud-bigquery
-protobuf==3.19.1
+platformdirs==4.2.2
+    # via
+    #   black
+    #   jupyter-core
+proto-plus==1.24.0
+    # via google-api-core
+protobuf==4.25.4
     # via
     #   google-api-core
-    #   google-cloud-bigquery
-    #   google-cloud-storage
     #   googleapis-common-protos
+    #   kfp
+    #   kfp-pipeline-spec
     #   proto-plus
-pyasn1==0.4.8
+pyasn1==0.6.0
     # via
     #   pyasn1-modules
     #   rsa
-pyasn1-modules==0.2.8
+pyasn1-modules==0.4.0
     # via google-auth
-pyparsing==2.4.7
-    # via packaging
-pyrsistent==0.18.0
-    # via jsonschema
-python-dateutil==2.8.2
+pycparser==2.22
+    # via cffi
+pycryptodome==3.20.0
+    # via minio
+python-dateutil==2.9.0.post0
     # via
-    #   google-cloud-bigquery
     #   jupyter-client
+    #   kfp-server-api
     #   kubernetes
-pytz==2021.3
-    # via google-api-core
-pyyaml==5.4.1
+pyyaml==6.0.2
     # via
+    #   kfp
     #   kubernetes
     #   papermill
     #   yamale
-pyzmq==22.3.0
+pyzmq==26.2.0
     # via jupyter-client
-regex==2021.11.10
-    # via black
-requests==2.26.0
+referencing==0.35.1
+    # via
+    #   jsonschema
+    #   jsonschema-specifications
+requests==2.32.3
     # via
     #   google-api-core
-    #   google-cloud-bigquery
     #   google-cloud-storage
     #   kubernetes
     #   papermill
     #   requests-oauthlib
-requests-oauthlib==1.3.0
+    #   requests-toolbelt
+requests-oauthlib==2.0.0
     # via kubernetes
-rsa==4.8
+requests-toolbelt==0.10.1
+    # via kfp
+rpds-py==0.20.0
+    # via
+    #   jsonschema
+    #   referencing
+rsa==4.9
     # via google-auth
 six==1.15.0
     # via
     #   fire
-    #   google-api-core
-    #   google-auth
-    #   google-cloud-core
-    #   google-cloud-storage
-    #   grpcio
-    #   jsonschema
     #   junit-xml
+    #   kfp-server-api
     #   kubernetes
     #   python-dateutil
-tenacity==8.0.1
+tabulate==0.9.0
+    # via kfp
+tenacity==9.0.0
     # via papermill
-termcolor==1.1.0
+termcolor==2.4.0
     # via fire
-textwrap3==0.9.2
-    # via ansiwrap
-tomli==1.2.3
+tomli==2.0.1
     # via black
-tornado==6.1
+tornado==6.4.1
     # via jupyter-client
-tqdm==4.62.3
+tqdm==4.66.5
     # via papermill
-traitlets==5.1.1
+traitlets==5.14.3
     # via
     #   jupyter-client
     #   jupyter-core
     #   nbclient
     #   nbformat
-urllib3==1.26.7
+typing-extensions==4.12.2
+    # via
+    #   black
+    #   minio
+urllib3==1.26.19
     # via
+    #   kfp
+    #   kfp-server-api
     #   kubernetes
     #   minio
     #   requests
-websocket-client==1.2.3
+websocket-client==1.8.0
     # via kubernetes
-yamale==4.0.2
+yamale==5.2.1
     # via -r requirements.in
 
 # The following packages are considered to be unsafe in a requirements file:
diff --git a/test/sample-test/run_sample_test.py b/test/sample-test/run_sample_test.py
index 1a77d2fd050..2c9410fd148 100644
--- a/test/sample-test/run_sample_test.py
+++ b/test/sample-test/run_sample_test.py
@@ -121,8 +121,7 @@ def run(self):
                 yamlerr))
         except OSError as ose:
             print(
-                'Config file with the same name not found, use default args:{}'
-                .format(ose))
+                f'Config file "{config_file}" not found, using default args: {raw_args}')
         else:
             if 'arguments' in raw_args.keys() and raw_args['arguments']:
                 self._test_args.update(raw_args['arguments'])
@@ -153,27 +152,17 @@ def check(self):
         """Check pipeline run results."""
         if self._run_pipeline:
             ###### Monitor Job ######
-            try:
-                start_time = datetime.now()
-                response = self._client.wait_for_run_completion(
-                    self._run_id, self._test_timeout)
-                succ = (response.state.lower() == 'succeeded')
-                end_time = datetime.now()
-                elapsed_time = (end_time - start_time).seconds
-                utils.add_junit_test(self._test_cases, 'job completion', succ,
-                                     'waiting for job completion failure',
-                                     elapsed_time)
-            finally:
-                # TODO(chensun): print log for debugging
-                pass
-
-            if not succ:
-                utils.write_junit_xml(self._test_name, self._result,
-                                      self._test_cases)
-                exit(1)
-
-        ###### Delete Job ######
-        #TODO: add deletion when the backend API offers the interface.
-
-        ###### Write out the test result in junit xml ######
-        utils.write_junit_xml(self._test_name, self._result, self._test_cases)
+            start_time = datetime.now()
+            response = self._client.wait_for_run_completion(self._run_id, self._test_timeout)
+            succ = (response.state.lower() == 'succeeded')
+            end_time = datetime.now()
+            elapsed_time = (end_time - start_time).seconds
+            utils.add_junit_test(self._test_cases, 'job completion', succ,
+                                 'waiting for job completion failure',
+                                 elapsed_time)
+            print(f'Pipeline {"worked" if succ else "Failed"}. Elapsed time: {elapsed_time}s')
+
+            ###### Delete Job ######
+            #TODO: add deletion when the backend API offers the interface.
+
+            assert succ
diff --git a/test/sample-test/sample_test_launcher.py b/test/sample-test/sample_test_launcher.py
index f503194acd4..3de1c06d7be 100644
--- a/test/sample-test/sample_test_launcher.py
+++ b/test/sample-test/sample_test_launcher.py
@@ -71,7 +71,9 @@ def __init__(self,
                 raise RuntimeError(
                     'Failed to get inverse proxy hostname') from err
 
-        print('KFP API host is %s' % self._host)
+        # With the healthz API in place, when the developer clicks the link,
+        # it will lead to a functional URL instead of a 404 error.
+        print(f'KFP API healthz endpoint is: {self._host}/apis/v1beta1/healthz')
 
         self._is_notebook = None
         self._work_dir = os.path.join(BASE_DIR, 'samples/core/',
@@ -88,7 +90,9 @@ def _compile(self):
         # Looking for the entry point of the test.
         list_of_files = os.listdir('.')
         for file in list_of_files:
-            m = re.match(self._test_name + '\.[a-zA-Z]+', file)
+            # matching by .py or .ipynb, there will be yaml ( compiled ) files in the folder.
+            # if you rerun the test suite twice, the test suite will fail
+            m = re.match(self._test_name + '\.(py|ipynb)$', file)
             if m:
                 file_name, ext_name = os.path.splitext(file)
                 if self._is_notebook is not None:
@@ -156,13 +160,16 @@ def _compile(self):
                 parameters=nb_params,
                 prepare_only=True)
             # Convert to python script.
-            subprocess.call([
+            return_code = subprocess.call([
                 'jupyter', 'nbconvert', '--to', 'python',
                 '%s.ipynb' % self._test_name
             ])
 
         else:
-            subprocess.call(['python3', '%s.py' % self._test_name])
+            return_code = subprocess.call(['python3', '%s.py' % self._test_name])
+
+        # Command executed successfully!
+        assert return_code == 0
 
     def _injection(self):
         """Inject images for pipeline components.
diff --git a/test/tag_for_hosted.sh b/test/tag_for_hosted.sh
index 47f256848f4..b919c58c82b 100755
--- a/test/tag_for_hosted.sh
+++ b/test/tag_for_hosted.sh
@@ -120,12 +120,12 @@ docker tag gcr.io/cloudsql-docker/gce-proxy:1.25.0 gcr.io/$PROJECT_ID/hosted/$CO
 docker push gcr.io/$PROJECT_ID/hosted/$COMMIT_SHA/cloudsqlproxy:$SEM_VER
 docker push gcr.io/$PROJECT_ID/hosted/$COMMIT_SHA/cloudsqlproxy:$MM_VER
 
-docker tag gcr.io/ml-pipeline/argoexec:v3.4.16-license-compliance gcr.io/$PROJECT_ID/hosted/$COMMIT_SHA/argoexecutor:$SEM_VER
-docker tag gcr.io/ml-pipeline/argoexec:v3.4.16-license-compliance gcr.io/$PROJECT_ID/hosted/$COMMIT_SHA/argoexecutor:$MM_VER
+docker tag gcr.io/ml-pipeline/argoexec:v3.4.17-license-compliance gcr.io/$PROJECT_ID/hosted/$COMMIT_SHA/argoexecutor:$SEM_VER
+docker tag gcr.io/ml-pipeline/argoexec:v3.4.17-license-compliance gcr.io/$PROJECT_ID/hosted/$COMMIT_SHA/argoexecutor:$MM_VER
 docker push gcr.io/$PROJECT_ID/hosted/$COMMIT_SHA/argoexecutor:$SEM_VER
 docker push gcr.io/$PROJECT_ID/hosted/$COMMIT_SHA/argoexecutor:$MM_VER
 
-docker tag gcr.io/ml-pipeline/workflow-controller:v3.4.16-license-compliance gcr.io/$PROJECT_ID/hosted/$COMMIT_SHA/argoworkflowcontroller:$SEM_VER
-docker tag gcr.io/ml-pipeline/workflow-controller:v3.4.16-license-compliance gcr.io/$PROJECT_ID/hosted/$COMMIT_SHA/argoworkflowcontroller:$MM_VER
+docker tag gcr.io/ml-pipeline/workflow-controller:v3.4.17-license-compliance gcr.io/$PROJECT_ID/hosted/$COMMIT_SHA/argoworkflowcontroller:$SEM_VER
+docker tag gcr.io/ml-pipeline/workflow-controller:v3.4.17-license-compliance gcr.io/$PROJECT_ID/hosted/$COMMIT_SHA/argoworkflowcontroller:$MM_VER
 docker push gcr.io/$PROJECT_ID/hosted/$COMMIT_SHA/argoworkflowcontroller:$SEM_VER
 docker push gcr.io/$PROJECT_ID/hosted/$COMMIT_SHA/argoworkflowcontroller:$MM_VER
diff --git a/third_party/argo/Dockerfile.argoexec b/third_party/argo/Dockerfile.argoexec
index ce0d0c02d84..d764072d1fa 100644
--- a/third_party/argo/Dockerfile.argoexec
+++ b/third_party/argo/Dockerfile.argoexec
@@ -15,7 +15,7 @@
 ARG TAG
 FROM docker.io/argoproj/argoexec:${TAG}
 # Use the following path when we need to fork temporarily.
-# FROM gcr.io/ml-pipeline-test/argoexec:v3.4.16
+# FROM gcr.io/ml-pipeline-test/argoexec:v3.4.17
 
 # Copy notices, licenses and source code.
 COPY NOTICES/argoexec /NOTICES
diff --git a/third_party/argo/Dockerfile.workflow-controller b/third_party/argo/Dockerfile.workflow-controller
index 400ed9161fb..8aef971cfc8 100644
--- a/third_party/argo/Dockerfile.workflow-controller
+++ b/third_party/argo/Dockerfile.workflow-controller
@@ -15,7 +15,7 @@
 ARG TAG
 FROM docker.io/argoproj/workflow-controller:${TAG}
 # Use the following path when we need to fork temporarily.
-# FROM gcr.io/ml-pipeline-test/workflow-controller:v3.4.16
+# FROM gcr.io/ml-pipeline-test/workflow-controller:v3.4.17
 
 # Copy notices, licenses and source code.
 COPY NOTICES/workflow-controller /NOTICES
diff --git a/third_party/argo/README.md b/third_party/argo/README.md
index 2b0649da5a6..702c892e4bd 100644
--- a/third_party/argo/README.md
+++ b/third_party/argo/README.md
@@ -21,7 +21,7 @@ Instructions:
 1. Set version of argo you want to upgrade to, for example:
 
     ```bash
-    ARGO_TAG=v3.4.16
+    ARGO_TAG=v3.4.17
     ```
 
 1. ```bash
diff --git a/third_party/argo/VERSION b/third_party/argo/VERSION
index b2db0a1b893..5b2e1e73407 100644
--- a/third_party/argo/VERSION
+++ b/third_party/argo/VERSION
@@ -1 +1 @@
-v3.4.16
+v3.4.17
diff --git a/third_party/argo/licenses-argoexec.csv b/third_party/argo/licenses-argoexec.csv
index aa2701f55da..0841e4a3b30 100644
--- a/third_party/argo/licenses-argoexec.csv
+++ b/third_party/argo/licenses-argoexec.csv
@@ -1,14 +1,14 @@
 cloud.google.com/go/compute/metadata,https://github.com/googleapis/google-cloud-go/blob/compute/metadata/v0.2.3/compute/metadata/LICENSE,Apache-2.0
-cloud.google.com/go/iam,https://github.com/googleapis/google-cloud-go/blob/iam/v1.1.1/iam/LICENSE,Apache-2.0
-cloud.google.com/go/internal,https://github.com/googleapis/google-cloud-go/blob/v0.110.7/LICENSE,Apache-2.0
+cloud.google.com/go/iam,https://github.com/googleapis/google-cloud-go/blob/iam/v1.1.5/iam/LICENSE,Apache-2.0
+cloud.google.com/go/internal,https://github.com/googleapis/google-cloud-go/blob/v0.111.0/LICENSE,Apache-2.0
 cloud.google.com/go/storage,https://github.com/googleapis/google-cloud-go/blob/storage/v1.30.1/storage/LICENSE,Apache-2.0
 dario.cat/mergo,https://github.com/imdario/mergo/blob/v1.0.0/LICENSE,BSD-3-Clause
-github.com/Azure/azure-sdk-for-go/sdk/azcore,https://github.com/Azure/azure-sdk-for-go/blob/sdk/azcore/v1.6.0/sdk/azcore/LICENSE.txt,MIT
+github.com/Azure/azure-sdk-for-go/sdk/azcore,https://github.com/Azure/azure-sdk-for-go/blob/sdk/azcore/v1.7.1/sdk/azcore/LICENSE.txt,MIT
 github.com/Azure/azure-sdk-for-go/sdk/azidentity,https://github.com/Azure/azure-sdk-for-go/blob/sdk/azidentity/v1.2.2/sdk/azidentity/LICENSE.txt,MIT
 github.com/Azure/azure-sdk-for-go/sdk/internal,https://github.com/Azure/azure-sdk-for-go/blob/sdk/internal/v1.3.0/sdk/internal/LICENSE.txt,MIT
 github.com/Azure/azure-sdk-for-go/sdk/storage/azblob,https://github.com/Azure/azure-sdk-for-go/blob/sdk/storage/azblob/v0.4.1/sdk/storage/azblob/LICENSE.txt,MIT
-github.com/Azure/go-autorest/autorest,https://github.com/Azure/go-autorest/blob/autorest/v0.11.24/autorest/LICENSE,Apache-2.0
-github.com/Azure/go-autorest/autorest/adal,https://github.com/Azure/go-autorest/blob/autorest/adal/v0.9.18/autorest/adal/LICENSE,Apache-2.0
+github.com/Azure/go-autorest/autorest,https://github.com/Azure/go-autorest/blob/autorest/v0.11.27/autorest/LICENSE,Apache-2.0
+github.com/Azure/go-autorest/autorest/adal,https://github.com/Azure/go-autorest/blob/autorest/adal/v0.9.20/autorest/adal/LICENSE,Apache-2.0
 github.com/Azure/go-autorest/autorest/date,https://github.com/Azure/go-autorest/blob/autorest/date/v0.3.0/autorest/date/LICENSE,Apache-2.0
 github.com/Azure/go-autorest/logger,https://github.com/Azure/go-autorest/blob/logger/v0.2.1/logger/LICENSE,Apache-2.0
 github.com/Azure/go-autorest/tracing,https://github.com/Azure/go-autorest/blob/tracing/v0.6.0/tracing/LICENSE,Apache-2.0
@@ -18,17 +18,16 @@ github.com/Masterminds/goutils,https://github.com/Masterminds/goutils/blob/v1.1.
 github.com/Masterminds/semver/v3,https://github.com/Masterminds/semver/blob/v3.2.0/LICENSE.txt,MIT
 github.com/Masterminds/sprig/v3,https://github.com/Masterminds/sprig/blob/v3.2.3/LICENSE.txt,MIT
 github.com/ProtonMail/go-crypto,https://github.com/ProtonMail/go-crypto/blob/3c4c8a2d2371/LICENSE,BSD-3-Clause
-github.com/aliyun/aliyun-oss-go-sdk/oss,https://github.com/aliyun/aliyun-oss-go-sdk/blob/v2.2.7/LICENSE,MIT
-github.com/antonmedv/expr,https://github.com/antonmedv/expr/blob/v1.12.6/LICENSE,MIT
+github.com/aliyun/aliyun-oss-go-sdk/oss,https://github.com/aliyun/aliyun-oss-go-sdk/blob/v3.0.2/LICENSE,MIT
 github.com/argoproj/argo-events/pkg,https://github.com/argoproj/argo-events/blob/v1.7.3/LICENSE,Apache-2.0
 github.com/argoproj/argo-workflows/v3,https://github.com/argoproj/argo-workflows/blob/HEAD/LICENSE,Apache-2.0
 github.com/argoproj/pkg,https://github.com/argoproj/pkg/blob/v0.13.6/LICENSE,Apache-2.0
-github.com/aws/aws-sdk-go,https://github.com/aws/aws-sdk-go/blob/v1.44.105/LICENSE.txt,Apache-2.0
-github.com/aws/aws-sdk-go/internal/sync/singleflight,https://github.com/aws/aws-sdk-go/blob/v1.44.105/internal/sync/singleflight/LICENSE,BSD-3-Clause
+github.com/aws/aws-sdk-go,https://github.com/aws/aws-sdk-go/blob/v1.44.322/LICENSE.txt,Apache-2.0
+github.com/aws/aws-sdk-go/internal/sync/singleflight,https://github.com/aws/aws-sdk-go/blob/v1.44.322/internal/sync/singleflight/LICENSE,BSD-3-Clause
 github.com/beorn7/perks/quantile,https://github.com/beorn7/perks/blob/v1.0.1/LICENSE,MIT
 github.com/cespare/xxhash/v2,https://github.com/cespare/xxhash/blob/v2.2.0/LICENSE.txt,MIT
 github.com/chai2010/gettext-go/gettext,https://github.com/chai2010/gettext-go/blob/c6fed771bfd5/LICENSE,BSD-3-Clause
-github.com/cloudflare/circl,https://github.com/cloudflare/circl/blob/v1.3.3/LICENSE,BSD-3-Clause
+github.com/cloudflare/circl,https://github.com/cloudflare/circl/blob/v1.3.7/LICENSE,BSD-3-Clause
 github.com/colinmarc/hdfs/v2,https://github.com/colinmarc/hdfs/blob/v2.4.0/LICENSE.txt,MIT
 github.com/coreos/go-oidc/v3/oidc,https://github.com/coreos/go-oidc/blob/v3.5.0/LICENSE,Apache-2.0
 github.com/creack/pty,https://github.com/creack/pty/blob/v1.1.18/LICENSE,MIT
@@ -39,34 +38,36 @@ github.com/docker/distribution,https://github.com/docker/distribution/blob/v2.8.
 github.com/doublerebel/bellows,https://github.com/doublerebel/bellows/blob/f177d92a03d3/LICENSE,MIT
 github.com/emicklei/go-restful/v3,https://github.com/emicklei/go-restful/blob/v3.10.0/LICENSE,MIT
 github.com/emirpasic/gods,https://github.com/emirpasic/gods/blob/v1.18.1/LICENSE,BSD-2-Clause
-github.com/evanphx/json-patch,https://github.com/evanphx/json-patch/blob/v5.6.0/LICENSE,BSD-3-Clause
+github.com/evanphx/json-patch,https://github.com/evanphx/json-patch/blob/v5.8.0/LICENSE,BSD-3-Clause
 github.com/exponent-io/jsonpath,https://github.com/exponent-io/jsonpath/blob/d6023ce2651d/LICENSE,MIT
+github.com/expr-lang/expr,https://github.com/expr-lang/expr/blob/v1.16.0/LICENSE,MIT
 github.com/fatih/camelcase,https://github.com/fatih/camelcase/blob/v1.0.0/LICENSE.md,MIT
-github.com/felixge/httpsnoop,https://github.com/felixge/httpsnoop/blob/v1.0.3/LICENSE.txt,MIT
+github.com/felixge/httpsnoop,https://github.com/felixge/httpsnoop/blob/v1.0.4/LICENSE.txt,MIT
 github.com/fvbommel/sortorder,https://github.com/fvbommel/sortorder/blob/v1.0.1/LICENSE,MIT
 github.com/go-errors/errors,https://github.com/go-errors/errors/blob/v1.0.1/LICENSE.MIT,MIT
 github.com/go-git/gcfg,https://github.com/go-git/gcfg/blob/3a3c6141e376/LICENSE,BSD-3-Clause
 github.com/go-git/go-billy/v5,https://github.com/go-git/go-billy/blob/v5.5.0/LICENSE,Apache-2.0
 github.com/go-git/go-git/v5,https://github.com/go-git/go-git/blob/v5.11.0/LICENSE,Apache-2.0
-github.com/go-jose/go-jose/v3,https://github.com/go-jose/go-jose/blob/v3.0.1/LICENSE,Apache-2.0
-github.com/go-jose/go-jose/v3/json,https://github.com/go-jose/go-jose/blob/v3.0.1/json/LICENSE,BSD-3-Clause
-github.com/go-logr/logr,https://github.com/go-logr/logr/blob/v1.2.3/LICENSE,Apache-2.0
-github.com/go-openapi/jsonpointer,https://github.com/go-openapi/jsonpointer/blob/v0.19.6/LICENSE,Apache-2.0
-github.com/go-openapi/jsonreference,https://github.com/go-openapi/jsonreference/blob/v0.20.2/LICENSE,Apache-2.0
-github.com/go-openapi/swag,https://github.com/go-openapi/swag/blob/v0.22.3/LICENSE,Apache-2.0
+github.com/go-jose/go-jose/v3,https://github.com/go-jose/go-jose/blob/v3.0.3/LICENSE,Apache-2.0
+github.com/go-jose/go-jose/v3/json,https://github.com/go-jose/go-jose/blob/v3.0.3/json/LICENSE,BSD-3-Clause
+github.com/go-logr/logr,https://github.com/go-logr/logr/blob/v1.3.0/LICENSE,Apache-2.0
+github.com/go-logr/stdr,https://github.com/go-logr/stdr/blob/v1.2.2/LICENSE,Apache-2.0
+github.com/go-openapi/jsonpointer,https://github.com/go-openapi/jsonpointer/blob/v0.20.2/LICENSE,Apache-2.0
+github.com/go-openapi/jsonreference,https://github.com/go-openapi/jsonreference/blob/v0.20.4/LICENSE,Apache-2.0
+github.com/go-openapi/swag,https://github.com/go-openapi/swag/blob/v0.22.6/LICENSE,Apache-2.0
 github.com/go-sql-driver/mysql,https://github.com/go-sql-driver/mysql/blob/v1.7.1/LICENSE,MPL-2.0
 github.com/gogo/protobuf,https://github.com/gogo/protobuf/blob/v1.3.2/LICENSE,BSD-3-Clause
 github.com/golang-jwt/jwt/v4,https://github.com/golang-jwt/jwt/blob/v4.5.0/LICENSE,MIT
 github.com/golang/groupcache/lru,https://github.com/golang/groupcache/blob/41bb18bfe9da/LICENSE,Apache-2.0
 github.com/golang/protobuf,https://github.com/golang/protobuf/blob/v1.5.3/LICENSE,BSD-3-Clause
 github.com/google/btree,https://github.com/google/btree/blob/v1.0.1/LICENSE,Apache-2.0
-github.com/google/gnostic,https://github.com/google/gnostic/blob/v0.5.7-v3refs/LICENSE,Apache-2.0
+github.com/google/gnostic,https://github.com/google/gnostic/blob/v0.6.9/LICENSE,Apache-2.0
 github.com/google/go-cmp/cmp,https://github.com/google/go-cmp/blob/v0.6.0/LICENSE,BSD-3-Clause
 github.com/google/gofuzz,https://github.com/google/gofuzz/blob/v1.2.0/LICENSE,Apache-2.0
 github.com/google/s2a-go,https://github.com/google/s2a-go/blob/v0.1.7/LICENSE.md,Apache-2.0
 github.com/google/shlex,https://github.com/google/shlex/blob/e7afc7fbc510/COPYING,Apache-2.0
-github.com/google/uuid,https://github.com/google/uuid/blob/v1.3.1/LICENSE,BSD-3-Clause
-github.com/googleapis/enterprise-certificate-proxy/client,https://github.com/googleapis/enterprise-certificate-proxy/blob/v0.3.1/LICENSE,Apache-2.0
+github.com/google/uuid,https://github.com/google/uuid/blob/v1.5.0/LICENSE,BSD-3-Clause
+github.com/googleapis/enterprise-certificate-proxy/client,https://github.com/googleapis/enterprise-certificate-proxy/blob/v0.3.2/LICENSE,Apache-2.0
 github.com/googleapis/gax-go/v2,https://github.com/googleapis/gax-go/blob/v2.12.0/v2/LICENSE,BSD-3-Clause
 github.com/gorilla/websocket,https://github.com/gorilla/websocket/blob/v1.5.0/LICENSE,BSD-2-Clause
 github.com/gregjones/httpcache,https://github.com/gregjones/httpcache/blob/901d90724c79/LICENSE.txt,MIT
@@ -105,7 +106,7 @@ github.com/mitchellh/copystructure,https://github.com/mitchellh/copystructure/bl
 github.com/mitchellh/go-wordwrap,https://github.com/mitchellh/go-wordwrap/blob/v1.0.1/LICENSE.md,MIT
 github.com/mitchellh/reflectwalk,https://github.com/mitchellh/reflectwalk/blob/v1.0.2/LICENSE,MIT
 github.com/moby/spdystream,https://github.com/moby/spdystream/blob/v0.2.0/LICENSE,Apache-2.0
-github.com/moby/term,https://github.com/moby/term/blob/3f7ff695adc6/LICENSE,Apache-2.0
+github.com/moby/term,https://github.com/moby/term/blob/1aeaba878587/LICENSE,Apache-2.0
 github.com/modern-go/concurrent,https://github.com/modern-go/concurrent/blob/bacd9c7ef1dd/LICENSE,Apache-2.0
 github.com/modern-go/reflect2,https://github.com/modern-go/reflect2/blob/v1.0.2/LICENSE,Apache-2.0
 github.com/monochromegane/go-gitignore,https://github.com/monochromegane/go-gitignore/blob/205db1a8cc00/LICENSE,MIT
@@ -132,7 +133,7 @@ github.com/shopspring/decimal,https://github.com/shopspring/decimal/blob/v1.2.0/
 github.com/sirupsen/logrus,https://github.com/sirupsen/logrus/blob/v1.9.3/LICENSE,MIT
 github.com/skeema/knownhosts,https://github.com/skeema/knownhosts/blob/v1.2.1/LICENSE,Apache-2.0
 github.com/spf13/cast,https://github.com/spf13/cast/blob/v1.5.0/LICENSE,MIT
-github.com/spf13/cobra,https://github.com/spf13/cobra/blob/v1.5.0/LICENSE.txt,Apache-2.0
+github.com/spf13/cobra,https://github.com/spf13/cobra/blob/v1.7.0/LICENSE.txt,Apache-2.0
 github.com/spf13/pflag,https://github.com/spf13/pflag/blob/v1.0.5/LICENSE,BSD-3-Clause
 github.com/stretchr/testify,https://github.com/stretchr/testify/blob/v1.8.4/LICENSE,MIT
 github.com/tidwall/gjson,https://github.com/tidwall/gjson/blob/v1.15.0/LICENSE,MIT
@@ -143,24 +144,28 @@ github.com/valyala/fasttemplate,https://github.com/valyala/fasttemplate/blob/v1.
 github.com/xanzy/ssh-agent,https://github.com/xanzy/ssh-agent/blob/v0.3.3/LICENSE,Apache-2.0
 github.com/xlab/treeprint,https://github.com/xlab/treeprint/blob/a009c3971eca/LICENSE,MIT
 go.opencensus.io,https://github.com/census-instrumentation/opencensus-go/blob/v0.24.0/LICENSE,Apache-2.0
+go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc,https://github.com/open-telemetry/opentelemetry-go-contrib/blob/instrumentation/google.golang.org/grpc/otelgrpc/v0.46.1/instrumentation/google.golang.org/grpc/otelgrpc/LICENSE,Apache-2.0
+go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp,https://github.com/open-telemetry/opentelemetry-go-contrib/blob/instrumentation/net/http/otelhttp/v0.46.1/instrumentation/net/http/otelhttp/LICENSE,Apache-2.0
+go.opentelemetry.io/otel,https://github.com/open-telemetry/opentelemetry-go/blob/v1.21.0/LICENSE,Apache-2.0
+go.opentelemetry.io/otel/metric,https://github.com/open-telemetry/opentelemetry-go/blob/metric/v1.21.0/metric/LICENSE,Apache-2.0
+go.opentelemetry.io/otel/trace,https://github.com/open-telemetry/opentelemetry-go/blob/trace/v1.21.0/trace/LICENSE,Apache-2.0
 go.starlark.net,https://github.com/google/starlark-go/blob/8dd3e2ee1dd5/LICENSE,BSD-3-Clause
-golang.org/x/crypto,https://cs.opensource.google/go/x/crypto/+/v0.16.0:LICENSE,BSD-3-Clause
-golang.org/x/exp/maps,https://cs.opensource.google/go/x/exp/+/4a0574d9:LICENSE,BSD-3-Clause
-golang.org/x/net,https://cs.opensource.google/go/x/net/+/v0.19.0:LICENSE,BSD-3-Clause
-golang.org/x/oauth2,https://cs.opensource.google/go/x/oauth2/+/v0.13.0:LICENSE,BSD-3-Clause
-golang.org/x/sync/semaphore,https://cs.opensource.google/go/x/sync/+/v0.3.0:LICENSE,BSD-3-Clause
-golang.org/x/sys,https://cs.opensource.google/go/x/sys/+/v0.15.0:LICENSE,BSD-3-Clause
-golang.org/x/term,https://cs.opensource.google/go/x/term/+/v0.15.0:LICENSE,BSD-3-Clause
+golang.org/x/crypto,https://cs.opensource.google/go/x/crypto/+/v0.22.0:LICENSE,BSD-3-Clause
+golang.org/x/exp/maps,https://cs.opensource.google/go/x/exp/+/92128663:LICENSE,BSD-3-Clause
+golang.org/x/net,https://cs.opensource.google/go/x/net/+/v0.23.0:LICENSE,BSD-3-Clause
+golang.org/x/oauth2,https://cs.opensource.google/go/x/oauth2/+/v0.16.0:LICENSE,BSD-3-Clause
+golang.org/x/sync/semaphore,https://cs.opensource.google/go/x/sync/+/v0.6.0:LICENSE,BSD-3-Clause
+golang.org/x/sys,https://cs.opensource.google/go/x/sys/+/v0.19.0:LICENSE,BSD-3-Clause
+golang.org/x/term,https://cs.opensource.google/go/x/term/+/v0.19.0:LICENSE,BSD-3-Clause
 golang.org/x/text,https://cs.opensource.google/go/x/text/+/v0.14.0:LICENSE,BSD-3-Clause
-golang.org/x/time/rate,https://cs.opensource.google/go/x/time/+/v0.3.0:LICENSE,BSD-3-Clause
-golang.org/x/xerrors,https://cs.opensource.google/go/x/xerrors/+/04be3eba:LICENSE,BSD-3-Clause
-google.golang.org/api,https://github.com/googleapis/google-api-go-client/blob/v0.143.0/LICENSE,BSD-3-Clause
-google.golang.org/api/internal/third_party/uritemplates,https://github.com/googleapis/google-api-go-client/blob/v0.143.0/internal/third_party/uritemplates/LICENSE,BSD-3-Clause
-google.golang.org/genproto,https://github.com/googleapis/go-genproto/blob/007df8e322eb/LICENSE,Apache-2.0
-google.golang.org/genproto/googleapis/api,https://github.com/googleapis/go-genproto/blob/007df8e322eb/googleapis/api/LICENSE,Apache-2.0
-google.golang.org/genproto/googleapis/rpc,https://github.com/googleapis/go-genproto/blob/e6e6cdab5c13/googleapis/rpc/LICENSE,Apache-2.0
-google.golang.org/grpc,https://github.com/grpc/grpc-go/blob/v1.58.3/LICENSE,Apache-2.0
-google.golang.org/protobuf,https://github.com/protocolbuffers/protobuf-go/blob/v1.31.0/LICENSE,BSD-3-Clause
+golang.org/x/time/rate,https://cs.opensource.google/go/x/time/+/v0.5.0:LICENSE,BSD-3-Clause
+google.golang.org/api,https://github.com/googleapis/google-api-go-client/blob/v0.156.0/LICENSE,BSD-3-Clause
+google.golang.org/api/internal/third_party/uritemplates,https://github.com/googleapis/google-api-go-client/blob/v0.156.0/internal/third_party/uritemplates/LICENSE,BSD-3-Clause
+google.golang.org/genproto,https://github.com/googleapis/go-genproto/blob/995d672761c0/LICENSE,Apache-2.0
+google.golang.org/genproto/googleapis/api,https://github.com/googleapis/go-genproto/blob/995d672761c0/googleapis/api/LICENSE,Apache-2.0
+google.golang.org/genproto/googleapis/rpc,https://github.com/googleapis/go-genproto/blob/50ed04b92917/googleapis/rpc/LICENSE,Apache-2.0
+google.golang.org/grpc,https://github.com/grpc/grpc-go/blob/v1.60.1/LICENSE,Apache-2.0
+google.golang.org/protobuf,https://github.com/protocolbuffers/protobuf-go/blob/v1.32.0/LICENSE,BSD-3-Clause
 gopkg.in/inf.v0,https://github.com/go-inf/inf/blob/v0.9.1/LICENSE,BSD-3-Clause
 gopkg.in/ini.v1,https://github.com/go-ini/ini/blob/v1.67.0/LICENSE,Apache-2.0
 gopkg.in/warnings.v0,https://github.com/go-warnings/warnings/blob/v0.1.2/LICENSE,BSD-2-Clause
@@ -175,14 +180,14 @@ k8s.io/client-go/third_party/forked/golang/template,https://github.com/kubernete
 k8s.io/component-base,https://github.com/kubernetes/component-base/blob/v0.24.3/LICENSE,Apache-2.0
 k8s.io/component-helpers/auth/rbac,https://github.com/kubernetes/component-helpers/blob/v0.24.3/LICENSE,Apache-2.0
 k8s.io/gengo,https://github.com/kubernetes/gengo/blob/397b4ae3bce7/LICENSE,Apache-2.0
-k8s.io/klog/v2,https://github.com/kubernetes/klog/blob/v2.60.1/LICENSE,Apache-2.0
+k8s.io/klog/v2,https://github.com/kubernetes/klog/blob/v2.70.1/LICENSE,Apache-2.0
 k8s.io/kube-openapi/pkg,https://github.com/kubernetes/kube-openapi/blob/011e075b9cb8/LICENSE,Apache-2.0
 k8s.io/kube-openapi/pkg/validation/spec,https://github.com/kubernetes/kube-openapi/blob/011e075b9cb8/pkg/validation/spec/LICENSE,Apache-2.0
 k8s.io/kubectl/pkg,https://github.com/kubernetes/kubectl/blob/v0.24.3/LICENSE,Apache-2.0
 k8s.io/metrics/pkg,https://github.com/kubernetes/metrics/blob/v0.24.3/LICENSE,Apache-2.0
-k8s.io/utils,https://github.com/kubernetes/utils/blob/3a6ce19ff2f9/LICENSE,Apache-2.0
-k8s.io/utils/internal/third_party/forked/golang,https://github.com/kubernetes/utils/blob/3a6ce19ff2f9/internal/third_party/forked/golang/LICENSE,BSD-3-Clause
-sigs.k8s.io/json,https://github.com/kubernetes-sigs/json/blob/9f7c6b3444d2/LICENSE,Apache-2.0
+k8s.io/utils,https://github.com/kubernetes/utils/blob/56c0de1e6f5e/LICENSE,Apache-2.0
+k8s.io/utils/internal/third_party/forked/golang,https://github.com/kubernetes/utils/blob/56c0de1e6f5e/internal/third_party/forked/golang/LICENSE,BSD-3-Clause
+sigs.k8s.io/json,https://github.com/kubernetes-sigs/json/blob/f223a00ba0e2/LICENSE,Apache-2.0
 sigs.k8s.io/kustomize/api,https://github.com/kubernetes-sigs/kustomize/blob/api/v0.11.4/api/LICENSE,Apache-2.0
 sigs.k8s.io/kustomize/kustomize/v4/commands/build,https://github.com/kubernetes-sigs/kustomize/blob/kustomize/v4.5.4/kustomize/LICENSE,Apache-2.0
 sigs.k8s.io/kustomize/kyaml,https://github.com/kubernetes-sigs/kustomize/blob/kyaml/v0.13.6/kyaml/LICENSE,Apache-2.0
diff --git a/third_party/argo/licenses-workflow-controller.csv b/third_party/argo/licenses-workflow-controller.csv
index 00ecad44c82..926b63e0528 100644
--- a/third_party/argo/licenses-workflow-controller.csv
+++ b/third_party/argo/licenses-workflow-controller.csv
@@ -1,7 +1,7 @@
 cloud.google.com/go/compute/metadata,https://github.com/googleapis/google-cloud-go/blob/compute/metadata/v0.2.3/compute/metadata/LICENSE,Apache-2.0
-github.com/Azure/azure-sdk-for-go,https://github.com/Azure/azure-sdk-for-go/blob/v62.0.0/LICENSE.txt,MIT
-github.com/Azure/go-autorest/autorest,https://github.com/Azure/go-autorest/blob/autorest/v0.11.24/autorest/LICENSE,Apache-2.0
-github.com/Azure/go-autorest/autorest/adal,https://github.com/Azure/go-autorest/blob/autorest/adal/v0.9.18/autorest/adal/LICENSE,Apache-2.0
+github.com/Azure/azure-sdk-for-go,https://github.com/Azure/azure-sdk-for-go/blob/v66.0.0/LICENSE.txt,MIT
+github.com/Azure/go-autorest/autorest,https://github.com/Azure/go-autorest/blob/autorest/v0.11.27/autorest/LICENSE,Apache-2.0
+github.com/Azure/go-autorest/autorest/adal,https://github.com/Azure/go-autorest/blob/autorest/adal/v0.9.20/autorest/adal/LICENSE,Apache-2.0
 github.com/Azure/go-autorest/autorest/azure/auth,https://github.com/Azure/go-autorest/blob/autorest/azure/auth/v0.5.11/autorest/azure/auth/LICENSE,Apache-2.0
 github.com/Azure/go-autorest/autorest/azure/cli,https://github.com/Azure/go-autorest/blob/autorest/azure/cli/v0.4.5/autorest/azure/cli/LICENSE,Apache-2.0
 github.com/Azure/go-autorest/autorest/date,https://github.com/Azure/go-autorest/blob/autorest/date/v0.3.0/autorest/date/LICENSE,Apache-2.0
@@ -11,60 +11,61 @@ github.com/Knetic/govaluate,https://github.com/Knetic/govaluate/blob/9aa49832a73
 github.com/Masterminds/goutils,https://github.com/Masterminds/goutils/blob/v1.1.1/LICENSE.txt,Apache-2.0
 github.com/Masterminds/semver/v3,https://github.com/Masterminds/semver/blob/v3.2.0/LICENSE.txt,MIT
 github.com/Masterminds/sprig/v3,https://github.com/Masterminds/sprig/blob/v3.2.3/LICENSE.txt,MIT
-github.com/antonmedv/expr,https://github.com/antonmedv/expr/blob/v1.12.6/LICENSE,MIT
 github.com/argoproj/argo-events/pkg,https://github.com/argoproj/argo-events/blob/v1.7.3/LICENSE,Apache-2.0
 github.com/argoproj/argo-workflows/v3,https://github.com/argoproj/argo-workflows/blob/HEAD/LICENSE,Apache-2.0
 github.com/argoproj/pkg,https://github.com/argoproj/pkg/blob/v0.13.6/LICENSE,Apache-2.0
-github.com/aws/aws-sdk-go-v2,https://github.com/aws/aws-sdk-go-v2/blob/v1.16.2/LICENSE.txt,Apache-2.0
-github.com/aws/aws-sdk-go-v2/config,https://github.com/aws/aws-sdk-go-v2/blob/config/v1.15.3/config/LICENSE.txt,Apache-2.0
-github.com/aws/aws-sdk-go-v2/credentials,https://github.com/aws/aws-sdk-go-v2/blob/credentials/v1.11.2/credentials/LICENSE.txt,Apache-2.0
-github.com/aws/aws-sdk-go-v2/feature/ec2/imds,https://github.com/aws/aws-sdk-go-v2/blob/feature/ec2/imds/v1.12.3/feature/ec2/imds/LICENSE.txt,Apache-2.0
-github.com/aws/aws-sdk-go-v2/internal/configsources,https://github.com/aws/aws-sdk-go-v2/blob/internal/configsources/v1.1.9/internal/configsources/LICENSE.txt,Apache-2.0
-github.com/aws/aws-sdk-go-v2/internal/endpoints/v2,https://github.com/aws/aws-sdk-go-v2/blob/internal/endpoints/v2.4.3/internal/endpoints/v2/LICENSE.txt,Apache-2.0
-github.com/aws/aws-sdk-go-v2/internal/ini,https://github.com/aws/aws-sdk-go-v2/blob/internal/ini/v1.3.10/internal/ini/LICENSE.txt,Apache-2.0
-github.com/aws/aws-sdk-go-v2/internal/sync/singleflight,https://github.com/aws/aws-sdk-go-v2/blob/v1.16.2/internal/sync/singleflight/LICENSE,BSD-3-Clause
-github.com/aws/aws-sdk-go-v2/service/ecr,https://github.com/aws/aws-sdk-go-v2/blob/service/ecr/v1.15.0/service/ecr/LICENSE.txt,Apache-2.0
-github.com/aws/aws-sdk-go-v2/service/ecrpublic,https://github.com/aws/aws-sdk-go-v2/blob/service/ecrpublic/v1.12.0/service/ecrpublic/LICENSE.txt,Apache-2.0
-github.com/aws/aws-sdk-go-v2/service/internal/presigned-url,https://github.com/aws/aws-sdk-go-v2/blob/service/internal/presigned-url/v1.9.3/service/internal/presigned-url/LICENSE.txt,Apache-2.0
-github.com/aws/aws-sdk-go-v2/service/sso,https://github.com/aws/aws-sdk-go-v2/blob/service/sso/v1.11.3/service/sso/LICENSE.txt,Apache-2.0
-github.com/aws/aws-sdk-go-v2/service/sts,https://github.com/aws/aws-sdk-go-v2/blob/service/sts/v1.16.3/service/sts/LICENSE.txt,Apache-2.0
-github.com/aws/smithy-go,https://github.com/aws/smithy-go/blob/v1.11.2/LICENSE,Apache-2.0
-github.com/awslabs/amazon-ecr-credential-helper/ecr-login,https://github.com/awslabs/amazon-ecr-credential-helper/blob/396b2034c795/ecr-login/LICENSE,Apache-2.0
+github.com/aws/aws-sdk-go-v2,https://github.com/aws/aws-sdk-go-v2/blob/v1.16.7/LICENSE.txt,Apache-2.0
+github.com/aws/aws-sdk-go-v2/config,https://github.com/aws/aws-sdk-go-v2/blob/config/v1.15.14/config/LICENSE.txt,Apache-2.0
+github.com/aws/aws-sdk-go-v2/credentials,https://github.com/aws/aws-sdk-go-v2/blob/credentials/v1.12.9/credentials/LICENSE.txt,Apache-2.0
+github.com/aws/aws-sdk-go-v2/feature/ec2/imds,https://github.com/aws/aws-sdk-go-v2/blob/feature/ec2/imds/v1.12.8/feature/ec2/imds/LICENSE.txt,Apache-2.0
+github.com/aws/aws-sdk-go-v2/internal/configsources,https://github.com/aws/aws-sdk-go-v2/blob/internal/configsources/v1.1.14/internal/configsources/LICENSE.txt,Apache-2.0
+github.com/aws/aws-sdk-go-v2/internal/endpoints/v2,https://github.com/aws/aws-sdk-go-v2/blob/internal/endpoints/v2.4.8/internal/endpoints/v2/LICENSE.txt,Apache-2.0
+github.com/aws/aws-sdk-go-v2/internal/ini,https://github.com/aws/aws-sdk-go-v2/blob/internal/ini/v1.3.15/internal/ini/LICENSE.txt,Apache-2.0
+github.com/aws/aws-sdk-go-v2/internal/sync/singleflight,https://github.com/aws/aws-sdk-go-v2/blob/v1.16.7/internal/sync/singleflight/LICENSE,BSD-3-Clause
+github.com/aws/aws-sdk-go-v2/service/ecr,https://github.com/aws/aws-sdk-go-v2/blob/service/ecr/v1.17.8/service/ecr/LICENSE.txt,Apache-2.0
+github.com/aws/aws-sdk-go-v2/service/ecrpublic,https://github.com/aws/aws-sdk-go-v2/blob/service/ecrpublic/v1.13.8/service/ecrpublic/LICENSE.txt,Apache-2.0
+github.com/aws/aws-sdk-go-v2/service/internal/presigned-url,https://github.com/aws/aws-sdk-go-v2/blob/service/internal/presigned-url/v1.9.8/service/internal/presigned-url/LICENSE.txt,Apache-2.0
+github.com/aws/aws-sdk-go-v2/service/sso,https://github.com/aws/aws-sdk-go-v2/blob/service/sso/v1.11.12/service/sso/LICENSE.txt,Apache-2.0
+github.com/aws/aws-sdk-go-v2/service/sts,https://github.com/aws/aws-sdk-go-v2/blob/service/sts/v1.16.9/service/sts/LICENSE.txt,Apache-2.0
+github.com/aws/smithy-go,https://github.com/aws/smithy-go/blob/v1.12.0/LICENSE,Apache-2.0
+github.com/awslabs/amazon-ecr-credential-helper/ecr-login,https://github.com/awslabs/amazon-ecr-credential-helper/blob/ce46abcd012b/ecr-login/LICENSE,Apache-2.0
 github.com/beorn7/perks/quantile,https://github.com/beorn7/perks/blob/v1.0.1/LICENSE,MIT
 github.com/cespare/xxhash/v2,https://github.com/cespare/xxhash/blob/v2.2.0/LICENSE.txt,MIT
-github.com/chrismellard/docker-credential-acr-env/pkg,https://github.com/chrismellard/docker-credential-acr-env/blob/fe33c00cee21/LICENSE,Apache-2.0
+github.com/chrismellard/docker-credential-acr-env/pkg,https://github.com/chrismellard/docker-credential-acr-env/blob/c57b701bfc08/LICENSE,Apache-2.0
 github.com/colinmarc/hdfs/v2,https://github.com/colinmarc/hdfs/blob/v2.4.0/LICENSE.txt,MIT
+github.com/containerd/stargz-snapshotter/estargz,https://github.com/containerd/stargz-snapshotter/blob/estargz/v0.14.3/estargz/LICENSE,Apache-2.0
 github.com/coreos/go-oidc/v3/oidc,https://github.com/coreos/go-oidc/blob/v3.5.0/LICENSE,Apache-2.0
 github.com/davecgh/go-spew/spew,https://github.com/davecgh/go-spew/blob/v1.1.1/LICENSE,ISC
 github.com/dimchansky/utfbom,https://github.com/dimchansky/utfbom/blob/v1.1.1/LICENSE,Apache-2.0
-github.com/docker/cli/cli/config,https://github.com/docker/cli/blob/v20.10.17/LICENSE,Apache-2.0
+github.com/docker/cli/cli/config,https://github.com/docker/cli/blob/v24.0.7/LICENSE,Apache-2.0
 github.com/docker/distribution/registry/client/auth/challenge,https://github.com/docker/distribution/blob/v2.8.2/LICENSE,Apache-2.0
-github.com/docker/docker-credential-helpers,https://github.com/docker/docker-credential-helpers/blob/v0.6.4/LICENSE,MIT
-github.com/docker/docker/pkg/homedir,https://github.com/docker/docker/blob/v20.10.24/LICENSE,Apache-2.0
+github.com/docker/docker-credential-helpers,https://github.com/docker/docker-credential-helpers/blob/v0.7.0/LICENSE,MIT
+github.com/docker/docker/pkg/homedir,https://github.com/docker/docker/blob/v24.0.9/LICENSE,Apache-2.0
 github.com/doublerebel/bellows,https://github.com/doublerebel/bellows/blob/f177d92a03d3/LICENSE,MIT
 github.com/dustin/go-humanize,https://github.com/dustin/go-humanize/blob/v1.0.1/LICENSE,MIT
 github.com/emicklei/go-restful/v3,https://github.com/emicklei/go-restful/blob/v3.10.0/LICENSE,MIT
-github.com/evanphx/json-patch,https://github.com/evanphx/json-patch/blob/v5.6.0/LICENSE,BSD-3-Clause
-github.com/felixge/httpsnoop,https://github.com/felixge/httpsnoop/blob/v1.0.3/LICENSE.txt,MIT
+github.com/evanphx/json-patch,https://github.com/evanphx/json-patch/blob/v5.8.0/LICENSE,BSD-3-Clause
+github.com/expr-lang/expr,https://github.com/expr-lang/expr/blob/v1.16.0/LICENSE,MIT
+github.com/felixge/httpsnoop,https://github.com/felixge/httpsnoop/blob/v1.0.4/LICENSE.txt,MIT
 github.com/fsnotify/fsnotify,https://github.com/fsnotify/fsnotify/blob/v1.6.0/LICENSE,BSD-3-Clause
-github.com/go-jose/go-jose/v3,https://github.com/go-jose/go-jose/blob/v3.0.1/LICENSE,Apache-2.0
-github.com/go-jose/go-jose/v3/json,https://github.com/go-jose/go-jose/blob/v3.0.1/json/LICENSE,BSD-3-Clause
-github.com/go-logr/logr,https://github.com/go-logr/logr/blob/v1.2.3/LICENSE,Apache-2.0
-github.com/go-openapi/jsonpointer,https://github.com/go-openapi/jsonpointer/blob/v0.19.6/LICENSE,Apache-2.0
-github.com/go-openapi/jsonreference,https://github.com/go-openapi/jsonreference/blob/v0.20.2/LICENSE,Apache-2.0
-github.com/go-openapi/swag,https://github.com/go-openapi/swag/blob/v0.22.3/LICENSE,Apache-2.0
+github.com/go-jose/go-jose/v3,https://github.com/go-jose/go-jose/blob/v3.0.3/LICENSE,Apache-2.0
+github.com/go-jose/go-jose/v3/json,https://github.com/go-jose/go-jose/blob/v3.0.3/json/LICENSE,BSD-3-Clause
+github.com/go-logr/logr,https://github.com/go-logr/logr/blob/v1.3.0/LICENSE,Apache-2.0
+github.com/go-openapi/jsonpointer,https://github.com/go-openapi/jsonpointer/blob/v0.20.2/LICENSE,Apache-2.0
+github.com/go-openapi/jsonreference,https://github.com/go-openapi/jsonreference/blob/v0.20.4/LICENSE,Apache-2.0
+github.com/go-openapi/swag,https://github.com/go-openapi/swag/blob/v0.22.6/LICENSE,Apache-2.0
 github.com/go-sql-driver/mysql,https://github.com/go-sql-driver/mysql/blob/v1.7.1/LICENSE,MPL-2.0
 github.com/gogo/protobuf,https://github.com/gogo/protobuf/blob/v1.3.2/LICENSE,BSD-3-Clause
 github.com/golang-jwt/jwt/v4,https://github.com/golang-jwt/jwt/blob/v4.5.0/LICENSE,MIT
 github.com/golang/groupcache/lru,https://github.com/golang/groupcache/blob/41bb18bfe9da/LICENSE,Apache-2.0
 github.com/golang/protobuf,https://github.com/golang/protobuf/blob/v1.5.3/LICENSE,BSD-3-Clause
-github.com/google/gnostic,https://github.com/google/gnostic/blob/v0.5.7-v3refs/LICENSE,Apache-2.0
+github.com/google/gnostic,https://github.com/google/gnostic/blob/v0.6.9/LICENSE,Apache-2.0
 github.com/google/go-cmp/cmp,https://github.com/google/go-cmp/blob/v0.6.0/LICENSE,BSD-3-Clause
-github.com/google/go-containerregistry,https://github.com/google/go-containerregistry/blob/v0.11.0/LICENSE,Apache-2.0
-github.com/google/go-containerregistry/pkg/authn/k8schain,https://github.com/google/go-containerregistry/blob/2042cc9d6401/pkg/authn/k8schain/LICENSE,Apache-2.0
-github.com/google/go-containerregistry/pkg/authn/kubernetes,https://github.com/google/go-containerregistry/blob/bfe2ffc6b6bd/pkg/authn/kubernetes/LICENSE,Apache-2.0
+github.com/google/go-containerregistry,https://github.com/google/go-containerregistry/blob/v0.16.1/LICENSE,Apache-2.0
+github.com/google/go-containerregistry/pkg/authn/k8schain,https://github.com/google/go-containerregistry/blob/31786c6cbb82/pkg/authn/k8schain/LICENSE,Apache-2.0
+github.com/google/go-containerregistry/pkg/authn/kubernetes,https://github.com/google/go-containerregistry/blob/f79ec2192282/pkg/authn/kubernetes/LICENSE,Apache-2.0
 github.com/google/gofuzz,https://github.com/google/gofuzz/blob/v1.2.0/LICENSE,Apache-2.0
-github.com/google/uuid,https://github.com/google/uuid/blob/v1.3.1/LICENSE,BSD-3-Clause
+github.com/google/uuid,https://github.com/google/uuid/blob/v1.5.0/LICENSE,BSD-3-Clause
 github.com/gorilla/websocket,https://github.com/gorilla/websocket/blob/v1.5.0/LICENSE,BSD-2-Clause
 github.com/grpc-ecosystem/grpc-gateway,https://github.com/grpc-ecosystem/grpc-gateway/blob/v1.16.0/LICENSE.txt,BSD-3-Clause
 github.com/hashicorp/go-uuid,https://github.com/hashicorp/go-uuid/blob/v1.0.3/LICENSE,MPL-2.0
@@ -80,7 +81,9 @@ github.com/jcmturner/rpc/v2,https://github.com/jcmturner/rpc/blob/v2.0.3/v2/LICE
 github.com/jmespath/go-jmespath,https://github.com/jmespath/go-jmespath/blob/v0.4.0/LICENSE,Apache-2.0
 github.com/josharian/intern,https://github.com/josharian/intern/blob/v1.0.0/license.md,MIT
 github.com/json-iterator/go,https://github.com/json-iterator/go/blob/v1.1.12/LICENSE,MIT
-github.com/klauspost/compress/flate,https://github.com/klauspost/compress/blob/v1.16.7/LICENSE,Apache-2.0
+github.com/klauspost/compress,https://github.com/klauspost/compress/blob/v1.16.7/LICENSE,Apache-2.0
+github.com/klauspost/compress/internal/snapref,https://github.com/klauspost/compress/blob/v1.16.7/internal/snapref/LICENSE,BSD-3-Clause
+github.com/klauspost/compress/zstd/internal/xxhash,https://github.com/klauspost/compress/blob/v1.16.7/zstd/internal/xxhash/LICENSE.txt,MIT
 github.com/klauspost/pgzip,https://github.com/klauspost/pgzip/blob/v1.2.6/LICENSE,MIT
 github.com/lib/pq,https://github.com/lib/pq/blob/v1.10.4/LICENSE.md,MIT
 github.com/magiconair/properties,https://github.com/magiconair/properties/blob/v1.8.7/LICENSE.md,BSD-2-Clause
@@ -96,7 +99,7 @@ github.com/modern-go/reflect2,https://github.com/modern-go/reflect2/blob/v1.0.2/
 github.com/munnerz/goautoneg,https://github.com/munnerz/goautoneg/blob/a7dc8b61c822/LICENSE,BSD-3-Clause
 github.com/oliveagle/jsonpath,https://github.com/oliveagle/jsonpath/blob/2e52cf6e6852/LICENSE,MIT
 github.com/opencontainers/go-digest,https://github.com/opencontainers/go-digest/blob/v1.0.0/LICENSE,Apache-2.0
-github.com/opencontainers/image-spec/specs-go,https://github.com/opencontainers/image-spec/blob/8b9d41f48198/LICENSE,Apache-2.0
+github.com/opencontainers/image-spec/specs-go,https://github.com/opencontainers/image-spec/blob/v1.1.0-rc3/LICENSE,Apache-2.0
 github.com/pelletier/go-toml/v2,https://github.com/pelletier/go-toml/blob/v2.0.6/LICENSE,MIT
 github.com/pkg/errors,https://github.com/pkg/errors/blob/v0.9.1/LICENSE,BSD-2-Clause
 github.com/prometheus/client_golang/prometheus,https://github.com/prometheus/client_golang/blob/v1.16.0/LICENSE,Apache-2.0
@@ -109,27 +112,28 @@ github.com/shopspring/decimal,https://github.com/shopspring/decimal/blob/v1.2.0/
 github.com/sirupsen/logrus,https://github.com/sirupsen/logrus/blob/v1.9.3/LICENSE,MIT
 github.com/spf13/afero,https://github.com/spf13/afero/blob/v1.9.3/LICENSE.txt,Apache-2.0
 github.com/spf13/cast,https://github.com/spf13/cast/blob/v1.5.0/LICENSE,MIT
-github.com/spf13/cobra,https://github.com/spf13/cobra/blob/v1.5.0/LICENSE.txt,Apache-2.0
+github.com/spf13/cobra,https://github.com/spf13/cobra/blob/v1.7.0/LICENSE.txt,Apache-2.0
 github.com/spf13/jwalterweatherman,https://github.com/spf13/jwalterweatherman/blob/v1.1.0/LICENSE,MIT
 github.com/spf13/pflag,https://github.com/spf13/pflag/blob/v1.0.5/LICENSE,BSD-3-Clause
 github.com/spf13/viper,https://github.com/spf13/viper/blob/v1.15.0/LICENSE,MIT
 github.com/subosito/gotenv,https://github.com/subosito/gotenv/blob/v1.4.2/LICENSE,MIT
 github.com/valyala/bytebufferpool,https://github.com/valyala/bytebufferpool/blob/v1.0.0/LICENSE,MIT
 github.com/valyala/fasttemplate,https://github.com/valyala/fasttemplate/blob/v1.2.2/LICENSE,MIT
-golang.org/x/crypto,https://cs.opensource.google/go/x/crypto/+/v0.16.0:LICENSE,BSD-3-Clause
-golang.org/x/exp,https://cs.opensource.google/go/x/exp/+/4a0574d9:LICENSE,BSD-3-Clause
-golang.org/x/net,https://cs.opensource.google/go/x/net/+/v0.19.0:LICENSE,BSD-3-Clause
-golang.org/x/oauth2,https://cs.opensource.google/go/x/oauth2/+/v0.13.0:LICENSE,BSD-3-Clause
-golang.org/x/sync,https://cs.opensource.google/go/x/sync/+/v0.3.0:LICENSE,BSD-3-Clause
-golang.org/x/sys,https://cs.opensource.google/go/x/sys/+/v0.15.0:LICENSE,BSD-3-Clause
-golang.org/x/term,https://cs.opensource.google/go/x/term/+/v0.15.0:LICENSE,BSD-3-Clause
+github.com/vbatts/tar-split/archive/tar,https://github.com/vbatts/tar-split/blob/v0.11.3/LICENSE,BSD-3-Clause
+golang.org/x/crypto,https://cs.opensource.google/go/x/crypto/+/v0.22.0:LICENSE,BSD-3-Clause
+golang.org/x/exp,https://cs.opensource.google/go/x/exp/+/92128663:LICENSE,BSD-3-Clause
+golang.org/x/net,https://cs.opensource.google/go/x/net/+/v0.23.0:LICENSE,BSD-3-Clause
+golang.org/x/oauth2,https://cs.opensource.google/go/x/oauth2/+/v0.16.0:LICENSE,BSD-3-Clause
+golang.org/x/sync,https://cs.opensource.google/go/x/sync/+/v0.6.0:LICENSE,BSD-3-Clause
+golang.org/x/sys,https://cs.opensource.google/go/x/sys/+/v0.19.0:LICENSE,BSD-3-Clause
+golang.org/x/term,https://cs.opensource.google/go/x/term/+/v0.19.0:LICENSE,BSD-3-Clause
 golang.org/x/text,https://cs.opensource.google/go/x/text/+/v0.14.0:LICENSE,BSD-3-Clause
-golang.org/x/time/rate,https://cs.opensource.google/go/x/time/+/v0.3.0:LICENSE,BSD-3-Clause
-google.golang.org/genproto/googleapis/api,https://github.com/googleapis/go-genproto/blob/007df8e322eb/googleapis/api/LICENSE,Apache-2.0
-google.golang.org/genproto/googleapis/rpc/status,https://github.com/googleapis/go-genproto/blob/e6e6cdab5c13/googleapis/rpc/LICENSE,Apache-2.0
-google.golang.org/genproto/protobuf/field_mask,https://github.com/googleapis/go-genproto/blob/007df8e322eb/LICENSE,Apache-2.0
-google.golang.org/grpc,https://github.com/grpc/grpc-go/blob/v1.58.3/LICENSE,Apache-2.0
-google.golang.org/protobuf,https://github.com/protocolbuffers/protobuf-go/blob/v1.31.0/LICENSE,BSD-3-Clause
+golang.org/x/time/rate,https://cs.opensource.google/go/x/time/+/v0.5.0:LICENSE,BSD-3-Clause
+google.golang.org/genproto/googleapis/api,https://github.com/googleapis/go-genproto/blob/995d672761c0/googleapis/api/LICENSE,Apache-2.0
+google.golang.org/genproto/googleapis/rpc/status,https://github.com/googleapis/go-genproto/blob/50ed04b92917/googleapis/rpc/LICENSE,Apache-2.0
+google.golang.org/genproto/protobuf/field_mask,https://github.com/googleapis/go-genproto/blob/995d672761c0/LICENSE,Apache-2.0
+google.golang.org/grpc,https://github.com/grpc/grpc-go/blob/v1.60.1/LICENSE,Apache-2.0
+google.golang.org/protobuf,https://github.com/protocolbuffers/protobuf-go/blob/v1.32.0/LICENSE,BSD-3-Clause
 gopkg.in/inf.v0,https://github.com/go-inf/inf/blob/v0.9.1/LICENSE,BSD-3-Clause
 gopkg.in/ini.v1,https://github.com/go-ini/ini/blob/v1.67.0/LICENSE,Apache-2.0
 gopkg.in/yaml.v2,https://github.com/go-yaml/yaml/blob/v2.4.0/LICENSE,Apache-2.0
@@ -139,12 +143,12 @@ k8s.io/apimachinery/pkg,https://github.com/kubernetes/apimachinery/blob/v0.24.3/
 k8s.io/apimachinery/third_party/forked/golang,https://github.com/kubernetes/apimachinery/blob/v0.24.3/third_party/forked/golang/LICENSE,BSD-3-Clause
 k8s.io/client-go,https://github.com/kubernetes/client-go/blob/v0.24.3/LICENSE,Apache-2.0
 k8s.io/client-go/third_party/forked/golang/template,https://github.com/kubernetes/client-go/blob/v0.24.3/third_party/forked/golang/LICENSE,BSD-3-Clause
-k8s.io/klog/v2,https://github.com/kubernetes/klog/blob/v2.60.1/LICENSE,Apache-2.0
+k8s.io/klog/v2,https://github.com/kubernetes/klog/blob/v2.70.1/LICENSE,Apache-2.0
 k8s.io/kube-openapi/pkg,https://github.com/kubernetes/kube-openapi/blob/011e075b9cb8/LICENSE,Apache-2.0
 k8s.io/kube-openapi/pkg/validation/spec,https://github.com/kubernetes/kube-openapi/blob/011e075b9cb8/pkg/validation/spec/LICENSE,Apache-2.0
-k8s.io/utils,https://github.com/kubernetes/utils/blob/3a6ce19ff2f9/LICENSE,Apache-2.0
-k8s.io/utils/internal/third_party/forked/golang,https://github.com/kubernetes/utils/blob/3a6ce19ff2f9/internal/third_party/forked/golang/LICENSE,BSD-3-Clause
-sigs.k8s.io/json,https://github.com/kubernetes-sigs/json/blob/9f7c6b3444d2/LICENSE,Apache-2.0
+k8s.io/utils,https://github.com/kubernetes/utils/blob/56c0de1e6f5e/LICENSE,Apache-2.0
+k8s.io/utils/internal/third_party/forked/golang,https://github.com/kubernetes/utils/blob/56c0de1e6f5e/internal/third_party/forked/golang/LICENSE,BSD-3-Clause
+sigs.k8s.io/json,https://github.com/kubernetes-sigs/json/blob/f223a00ba0e2/LICENSE,Apache-2.0
 sigs.k8s.io/structured-merge-diff/v4,https://github.com/kubernetes-sigs/structured-merge-diff/blob/v4.2.1/LICENSE,Apache-2.0
 sigs.k8s.io/yaml,https://github.com/kubernetes-sigs/yaml/blob/v1.3.0/LICENSE,MIT
 upper.io/db.v3,https://github.com/upper/db/blob/v3.8.0/LICENSE,MIT