diff --git a/backend/api/v1beta1/python_http_client/.gitlab-ci.yml b/backend/api/v1beta1/python_http_client/.gitlab-ci.yml
index 1098a4acf217..fd2733277c09 100644
--- a/backend/api/v1beta1/python_http_client/.gitlab-ci.yml
+++ b/backend/api/v1beta1/python_http_client/.gitlab-ci.yml
@@ -10,24 +10,18 @@ stages:
    - pip install -r test-requirements.txt
    - pytest --cov=kfp_server_api
 
-nosetest-2.7:
-  extends: .nosetest
-  image: python:2.7-alpine
-nosetest-3.3:
+nosetest-3.8:
   extends: .nosetest
-  image: python:3.3-alpine
-nosetest-3.4:
+  image: python:3.8-alpine
+nosetest-3.9:
   extends: .nosetest
-  image: python:3.4-alpine
-nosetest-3.5:
+  image: python:3.9-alpine
+nosetest-3.10:
   extends: .nosetest
-  image: python:3.5-alpine
-nosetest-3.6:
+  image: python:3.10-alpine
+nosetest-3.11:
   extends: .nosetest
-  image: python:3.6-alpine
+  image: python:3.11-alpine
 nosetest-3.7:
   extends: .nosetest
-  image: python:3.7-alpine
-nosetest-3.8:
-  extends: .nosetest
-  image: python:3.8-alpine
+  image: python:3.12-alpine
diff --git a/backend/api/v2beta1/python_http_client/.gitlab-ci.yml b/backend/api/v2beta1/python_http_client/.gitlab-ci.yml
index 1098a4acf217..8f8597d17d2c 100644
--- a/backend/api/v2beta1/python_http_client/.gitlab-ci.yml
+++ b/backend/api/v2beta1/python_http_client/.gitlab-ci.yml
@@ -10,24 +10,19 @@ stages:
    - pip install -r test-requirements.txt
    - pytest --cov=kfp_server_api
 
-nosetest-2.7:
-  extends: .nosetest
-  image: python:2.7-alpine
-nosetest-3.3:
+nosetest-3.8:
   extends: .nosetest
-  image: python:3.3-alpine
-nosetest-3.4:
+  image: python:3.8-alpine
+nosetest-3.9:
   extends: .nosetest
-  image: python:3.4-alpine
-nosetest-3.5:
+  image: python:3.9-alpine
+nosetest-3.10:
   extends: .nosetest
-  image: python:3.5-alpine
-nosetest-3.6:
+  image: python:3.10-alpine
+nosetest-3.11:
   extends: .nosetest
-  image: python:3.6-alpine
+  image: python:3.11-alpine
 nosetest-3.7:
   extends: .nosetest
-  image: python:3.7-alpine
-nosetest-3.8:
-  extends: .nosetest
-  image: python:3.8-alpine
+  image: python:3.12-alpine
+
diff --git a/backend/src/apiserver/resource/resource_manager_test.go b/backend/src/apiserver/resource/resource_manager_test.go
index c1221ec6caac..2b3c43487e5e 100644
--- a/backend/src/apiserver/resource/resource_manager_test.go
+++ b/backend/src/apiserver/resource/resource_manager_test.go
@@ -3512,7 +3512,7 @@ spec:
       - name: ENABLE_CACHING
         valueFrom:
           fieldRef: {fieldPath: 'metadata.labels[''pipelines.kubeflow.org/enable_caching'']'}
-      - {name: KFP_V2_IMAGE, value: 'python:3.7'}
+      - {name: KFP_V2_IMAGE, value: 'python:3.12'}
       - {name: KFP_V2_RUNTIME_INFO, value: '{"inputParameters": {"num_steps": {"type":
           "INT"}}, "inputArtifacts": {"dataset": {"metadataPath": "/tmp/inputs/dataset/data",
           "schemaTitle": "system.Dataset", "instanceSchema": ""}}, "outputParameters":
@@ -3520,7 +3520,7 @@ spec:
           "", "metadataPath": "/tmp/outputs/model/data"}}}'}
       envFrom:
       - configMapRef: {name: metadata-grpc-configmap, optional: true}
-      image: python:3.7
+      image: python:3.12
       volumeMounts:
       - {mountPath: /kfp-launcher, name: kfp-launcher}
     inputs:
@@ -4044,7 +4044,7 @@ deploymentSpec:
           _parsed_args = vars(_parser.parse_args())
 
           _outputs = hello_world(**_parsed_args)
-        image: python:3.7
+        image: python:3.12
 pipelineInfo:
   name: hello-world
 root:
@@ -4077,7 +4077,7 @@ deploymentSpec:
   executors:
     exec-hello-world:
       container:
-        image: python:3.7
+        image: python:3.12
 pipelineInfo:
   name: pipelines/p1/versions/v1
 root:
diff --git a/backend/src/apiserver/server/pipeline_upload_server_test.go b/backend/src/apiserver/server/pipeline_upload_server_test.go
index e26eed60b93d..65a28cb28939 100644
--- a/backend/src/apiserver/server/pipeline_upload_server_test.go
+++ b/backend/src/apiserver/server/pipeline_upload_server_test.go
@@ -667,7 +667,7 @@ deploymentSpec:
           _parsed_args = vars(_parser.parse_args())
 
           _outputs = hello_world(**_parsed_args)
-        image: python:3.7
+        image: python:3.12
 pipelineInfo:
   name: hello-world
 root:
@@ -724,7 +724,7 @@ deploymentSpec:
           _parsed_args = vars(_parser.parse_args())
 
           _outputs = hello_world(**_parsed_args)
-        image: python:3.7
+        image: python:3.12
 pipelineInfo:
   name: hello-world
 root:
@@ -765,7 +765,7 @@ deploymentSpec:
   executors:
     exec-hello-world:
       container:
-        image: python:3.7
+        image: python:3.12
 pipelineInfo:
   name: hello-world-
 root:
@@ -790,7 +790,7 @@ deploymentSpec:
   executors:
     exec-hello-world:
       container:
-        image: python:3.7
+        image: python:3.12
 pipelineInfo:
   name: hEllo-world
 root:
@@ -815,7 +815,7 @@ deploymentSpec:
   executors:
     exec-hello-world:
       container:
-        image: python:3.7
+        image: python:3.12
 pipelineInfo:
   name: more than  128 characters more than  128 characters more than  128 characters more than  128 characters more than  128 characters
 root:
@@ -840,7 +840,7 @@ deploymentSpec:
   executors:
     exec-hello-world:
       container:
-        image: python:3.7
+        image: python:3.12
 pipelineInfo:
   name: hello-worl.d
 root:
diff --git a/backend/src/apiserver/server/test/pipeline_with_volume.yaml b/backend/src/apiserver/server/test/pipeline_with_volume.yaml
index 809b3208895d..49c504e81197 100644
--- a/backend/src/apiserver/server/test/pipeline_with_volume.yaml
+++ b/backend/src/apiserver/server/test/pipeline_with_volume.yaml
@@ -66,7 +66,7 @@ deploymentSpec:
           '
         - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\
           \ *\n\ndef comp():\n    pass\n\n"
-        image: python:3.7
+        image: python:3.12
     exec-comp-2:
       container:
         args:
@@ -92,7 +92,7 @@ deploymentSpec:
           '
         - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\
           \ *\n\ndef comp():\n    pass\n\n"
-        image: python:3.7
+        image: python:3.12
     exec-comp-3:
       container:
         args:
@@ -118,7 +118,7 @@ deploymentSpec:
           '
         - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\
           \ *\n\ndef comp():\n    pass\n\n"
-        image: python:3.7
+        image: python:3.12
     exec-createpvc:
       container:
         image: argostub/createpvc
diff --git a/backend/src/apiserver/server/test/v2-hello-world.json b/backend/src/apiserver/server/test/v2-hello-world.json
index d7a375c4ccae..b1a4b1afb382 100644
--- a/backend/src/apiserver/server/test/v2-hello-world.json
+++ b/backend/src/apiserver/server/test/v2-hello-world.json
@@ -22,7 +22,7 @@
               "program_path=$(mktemp)\nprintf \"%s\" \"$0\" > \"$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"
+            "image": "python:3.12"
           }
         }
       }
diff --git a/backend/src/apiserver/server/test/xgboost_sample_pipeline.yaml b/backend/src/apiserver/server/test/xgboost_sample_pipeline.yaml
index e7d2be1cc355..da232c421e66 100644
--- a/backend/src/apiserver/server/test/xgboost_sample_pipeline.yaml
+++ b/backend/src/apiserver/server/test/xgboost_sample_pipeline.yaml
@@ -293,7 +293,7 @@ deploymentSpec:
           \    try:\n        os.makedirs(os.path.dirname(output_file))\n    except\
           \ OSError:\n        pass\n    with open(output_file, 'w') as f:\n      \
           \  f.write(_output_serializers[idx](_outputs[idx]))\n"
-        image: python:3.7
+        image: python:3.12
     exec-xgboost-predict:
       container:
         args:
@@ -344,7 +344,7 @@ deploymentSpec:
           _parser.add_argument(\"--predictions\", dest=\"predictions_path\", type=_make_parent_dirs_and_return_path,\
           \ required=True, default=argparse.SUPPRESS)\n_parsed_args = vars(_parser.parse_args())\n\
           \n_outputs = xgboost_predict(**_parsed_args)\n"
-        image: python:3.7
+        image: python:3.12
     exec-xgboost-predict-2:
       container:
         args:
@@ -398,7 +398,7 @@ deploymentSpec:
           predictions_path\", type=_make_parent_dirs_and_return_path, required=True,\
           \ default=argparse.SUPPRESS)\n_parsed_args = vars(_parser.parse_args())\n\
           \n_outputs = xgboost_predict(**_parsed_args)\n"
-        image: python:3.7
+        image: python:3.12
     exec-xgboost-predict-3:
       container:
         args:
@@ -452,7 +452,7 @@ deploymentSpec:
           predictions_path\", type=_make_parent_dirs_and_return_path, required=True,\
           \ default=argparse.SUPPRESS)\n_parsed_args = vars(_parser.parse_args())\n\
           \n_outputs = xgboost_predict(**_parsed_args)\n"
-        image: python:3.7
+        image: python:3.12
     exec-xgboost-predict-4:
       container:
         args:
@@ -503,7 +503,7 @@ deploymentSpec:
           _parser.add_argument(\"--predictions\", dest=\"predictions_path\", type=_make_parent_dirs_and_return_path,\
           \ required=True, default=argparse.SUPPRESS)\n_parsed_args = vars(_parser.parse_args())\n\
           \n_outputs = xgboost_predict(**_parsed_args)\n"
-        image: python:3.7
+        image: python:3.12
     exec-xgboost-train:
       container:
         args:
@@ -620,7 +620,7 @@ deploymentSpec:
           , dest=\"model_config_path\", type=_make_parent_dirs_and_return_path, required=True,\
           \ default=argparse.SUPPRESS)\n_parsed_args = vars(_parser.parse_args())\n\
           \n_outputs = xgboost_train(**_parsed_args)\n"
-        image: python:3.7
+        image: python:3.12
     exec-xgboost-train-2:
       container:
         args:
@@ -737,7 +737,7 @@ deploymentSpec:
           , dest=\"model_config_path\", type=_make_parent_dirs_and_return_path, required=True,\
           \ default=argparse.SUPPRESS)\n_parsed_args = vars(_parser.parse_args())\n\
           \n_outputs = xgboost_train(**_parsed_args)\n"
-        image: python:3.7
+        image: python:3.12
 pipelineInfo:
   name: xgboost-sample-pipeline
 root:
diff --git a/backend/src/apiserver/storage/pipeline_store_test.go b/backend/src/apiserver/storage/pipeline_store_test.go
index 677df7b48250..3963e445fdd8 100644
--- a/backend/src/apiserver/storage/pipeline_store_test.go
+++ b/backend/src/apiserver/storage/pipeline_store_test.go
@@ -1936,7 +1936,7 @@ executors:
 		_parsed_args = vars(_parser.parse_args())
 
 		_outputs = hello_world(**_parsed_args)
-	  image: python:3.7
+	  image: python:3.12
 pipelineInfo:
 name: hello-world
 root:
diff --git a/backend/src/apiserver/template/testdata/hello_world.yaml b/backend/src/apiserver/template/testdata/hello_world.yaml
index 5753b04846c1..e2ceef6c2664 100644
--- a/backend/src/apiserver/template/testdata/hello_world.yaml
+++ b/backend/src/apiserver/template/testdata/hello_world.yaml
@@ -31,7 +31,7 @@ deploymentSpec:
           _parsed_args = vars(_parser.parse_args())
 
           _outputs = hello_world(**_parsed_args)
-        image: python:3.7
+        image: python:3.12
 pipelineInfo:
   name: namespace/n1/pipeline/hello-world
 root:
diff --git a/backend/src/apiserver/template/testdata/hello_world_schema_2_0_0.yaml b/backend/src/apiserver/template/testdata/hello_world_schema_2_0_0.yaml
index 14c571d27317..c13ee3ccdd97 100644
--- a/backend/src/apiserver/template/testdata/hello_world_schema_2_0_0.yaml
+++ b/backend/src/apiserver/template/testdata/hello_world_schema_2_0_0.yaml
@@ -30,7 +30,7 @@ deploymentSpec:
           _parsed_args = vars(_parser.parse_args())
 
           _outputs = hello_world(**_parsed_args)
-        image: python:3.7
+        image: python:3.12
 pipelineInfo:
   name: hello-world
 root:
diff --git a/backend/src/apiserver/template/testdata/pipeline_with_volume.yaml b/backend/src/apiserver/template/testdata/pipeline_with_volume.yaml
index 3f612a8954f6..089a126d1fb1 100644
--- a/backend/src/apiserver/template/testdata/pipeline_with_volume.yaml
+++ b/backend/src/apiserver/template/testdata/pipeline_with_volume.yaml
@@ -68,7 +68,7 @@ deploymentSpec:
           '
         - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\
           \ *\n\ndef comp():\n    pass\n\n"
-        image: python:3.7
+        image: python:3.12
     exec-comp-2:
       container:
         args:
@@ -94,7 +94,7 @@ deploymentSpec:
           '
         - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\
           \ *\n\ndef comp():\n    pass\n\n"
-        image: python:3.7
+        image: python:3.12
     exec-comp-3:
       container:
         args:
@@ -120,7 +120,7 @@ deploymentSpec:
           '
         - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\
           \ *\n\ndef comp():\n    pass\n\n"
-        image: python:3.7
+        image: python:3.12
     exec-createpvc:
       container:
         image: argostub/createpvc
diff --git a/backend/src/cache/server/mutation_test.go b/backend/src/cache/server/mutation_test.go
index 28ab114e1e5c..ed112e900d50 100644
--- a/backend/src/cache/server/mutation_test.go
+++ b/backend/src/cache/server/mutation_test.go
@@ -52,7 +52,7 @@ var (
 					Command: []string{"python"},
 					Env: []corev1.EnvVar{{
 						Name:  ArgoWorkflowTemplateEnvKey,
-						Value: `{"name": "Does not matter","container":{"command":["echo", "Hello"],"image":"python:3.7"}}`,
+						Value: `{"name": "Does not matter","container":{"command":["echo", "Hello"],"image":"python:3.12"}}`,
 					}},
 				},
 			},
@@ -171,7 +171,7 @@ func TestMutatePodIfCachedWithCacheEntryExist(t *testing.T) {
 	executionCache := &model.ExecutionCache{
 		ExecutionCacheKey: "f5fe913be7a4516ebfe1b5de29bcb35edd12ecc776b2f33f10ca19709ea3b2f0",
 		ExecutionOutput:   "testOutput",
-		ExecutionTemplate: `{"container":{"command":["echo", "Hello"],"image":"python:3.7"}}`,
+		ExecutionTemplate: `{"container":{"command":["echo", "Hello"],"image":"python:3.12"}}`,
 		MaxCacheStaleness: -1,
 	}
 	fakeClientManager.CacheStore().CreateExecutionCache(executionCache)
@@ -190,7 +190,7 @@ func TestDefaultImage(t *testing.T) {
 	executionCache := &model.ExecutionCache{
 		ExecutionCacheKey: "f5fe913be7a4516ebfe1b5de29bcb35edd12ecc776b2f33f10ca19709ea3b2f0",
 		ExecutionOutput:   "testOutput",
-		ExecutionTemplate: `{"container":{"command":["echo", "Hello"],"image":"python:3.7"}}`,
+		ExecutionTemplate: `{"container":{"command":["echo", "Hello"],"image":"python:3.12"}}`,
 		MaxCacheStaleness: -1,
 	}
 	fakeClientManager.CacheStore().CreateExecutionCache(executionCache)
@@ -209,7 +209,7 @@ func TestSetImage(t *testing.T) {
 	executionCache := &model.ExecutionCache{
 		ExecutionCacheKey: "f5fe913be7a4516ebfe1b5de29bcb35edd12ecc776b2f33f10ca19709ea3b2f0",
 		ExecutionOutput:   "testOutput",
-		ExecutionTemplate: `{"container":{"command":["echo", "Hello"],"image":"python:3.7"}}`,
+		ExecutionTemplate: `{"container":{"command":["echo", "Hello"],"image":"python:3.12"}}`,
 		MaxCacheStaleness: -1,
 	}
 	fakeClientManager.CacheStore().CreateExecutionCache(executionCache)
@@ -226,7 +226,7 @@ func TestCacheNodeRestriction(t *testing.T) {
 	executionCache := &model.ExecutionCache{
 		ExecutionCacheKey: "f5fe913be7a4516ebfe1b5de29bcb35edd12ecc776b2f33f10ca19709ea3b2f0",
 		ExecutionOutput:   "testOutput",
-		ExecutionTemplate: `{"container":{"command":["echo", "Hello"],"image":"python:3.7"},"nodeSelector":{"disktype":"ssd"}}`,
+		ExecutionTemplate: `{"container":{"command":["echo", "Hello"],"image":"python:3.12"},"nodeSelector":{"disktype":"ssd"}}`,
 		MaxCacheStaleness: -1,
 	}
 	fakeClientManager.CacheStore().CreateExecutionCache(executionCache)
@@ -241,7 +241,7 @@ func TestMutatePodIfCachedWithTeamplateCleanup(t *testing.T) {
 	executionCache := &model.ExecutionCache{
 		ExecutionCacheKey: "5a20e3f2e74863b363291953082d9812a58e25f7117bface1c76d40ef0ee88fc",
 		ExecutionOutput:   "testOutput",
-		ExecutionTemplate: `Cache key was calculated from this: {"container":{"command":["echo", "Hello"],"image":"python:3.7"},"outputs":"anything"}`,
+		ExecutionTemplate: `Cache key was calculated from this: {"container":{"command":["echo", "Hello"],"image":"python:3.12"},"outputs":"anything"}`,
 		MaxCacheStaleness: -1,
 	}
 	fakeClientManager.CacheStore().CreateExecutionCache(executionCache)
@@ -253,7 +253,7 @@ func TestMutatePodIfCachedWithTeamplateCleanup(t *testing.T) {
 			"name": "Does not matter",
 			"metadata": "anything",
 			"container": {
-				"image": "python:3.7",
+				"image": "python:3.12",
 				"command": ["echo", "Hello"]
 			},
 			"outputs": "anything",
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 e3b427d2455d..51a028d62865 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
@@ -14,7 +14,7 @@ metadata:
       \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"}'
+      *\n\ndef comp():\n    pass\n\n"],"image":"python:3.12"}'
     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
@@ -22,7 +22,7 @@ metadata:
       \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"}'
+      *\n\ndef comp():\n    pass\n\n"],"image":"python:3.12"}'
     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"}}]}'
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 450aed6aeca5..b8dfcbf42fae 100644
--- a/backend/src/v2/compiler/argocompiler/testdata/create_pod_metadata.yaml
+++ b/backend/src/v2/compiler/argocompiler/testdata/create_pod_metadata.yaml
@@ -9,7 +9,7 @@ metadata:
       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"}'
+      = vars(_parser.parse_args())\n\n_outputs = hello_world(**_parsed_args)\n"],"image":"python:3.12"}'
     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-
diff --git a/backend/src/v2/compiler/argocompiler/testdata/hello_world.yaml b/backend/src/v2/compiler/argocompiler/testdata/hello_world.yaml
index 5685ece5de58..2b67a727883f 100644
--- a/backend/src/v2/compiler/argocompiler/testdata/hello_world.yaml
+++ b/backend/src/v2/compiler/argocompiler/testdata/hello_world.yaml
@@ -9,7 +9,7 @@ metadata:
       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"}'
+      = vars(_parser.parse_args())\n\n_outputs = hello_world(**_parsed_args)\n"],"image":"python:3.12"}'
   creationTimestamp: null
   generateName: hello-world-
 spec:
diff --git a/backend/src/v2/compiler/tektoncompiler/testdata/condition_ir.yaml b/backend/src/v2/compiler/tektoncompiler/testdata/condition_ir.yaml
index 4eeb48af8d58..0eaf9d3c39dd 100644
--- a/backend/src/v2/compiler/tektoncompiler/testdata/condition_ir.yaml
+++ b/backend/src/v2/compiler/tektoncompiler/testdata/condition_ir.yaml
@@ -114,7 +114,7 @@ pipelineSpec:
             \ a coin and output heads or tails randomly.\"\"\"\n    if force_flip_result:\n\
             \        return force_flip_result\n    import random\n    result = 'heads'\
             \ if random.randint(0, 1) == 0 else 'tails'\n    return result\n\n"
-          image: python:3.7
+          image: python:3.12
       exec-flip-coin-2:
         container:
           args:
@@ -143,7 +143,7 @@ pipelineSpec:
             \ a coin and output heads or tails randomly.\"\"\"\n    if force_flip_result:\n\
             \        return force_flip_result\n    import random\n    result = 'heads'\
             \ if random.randint(0, 1) == 0 else 'tails'\n    return result\n\n"
-          image: python:3.7
+          image: python:3.12
       exec-print-msg:
         container:
           args:
@@ -170,7 +170,7 @@ pipelineSpec:
           - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\
             \ *\n\ndef print_msg(msg: str):\n    \"\"\"Print a message.\"\"\"\n    print(msg)\n\
             \n"
-          image: python:3.7
+          image: python:3.12
       exec-print-msg-2:
         container:
           args:
@@ -197,7 +197,7 @@ pipelineSpec:
           - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\
             \ *\n\ndef print_msg(msg: str):\n    \"\"\"Print a message.\"\"\"\n    print(msg)\n\
             \n"
-          image: python:3.7
+          image: python:3.12
       exec-print-msg-3:
         container:
           args:
@@ -224,7 +224,7 @@ pipelineSpec:
           - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\
             \ *\n\ndef print_msg(msg: str):\n    \"\"\"Print a message.\"\"\"\n    print(msg)\n\
             \n"
-          image: python:3.7
+          image: python:3.12
   pipelineInfo:
     name: condition-v2
   root:
diff --git a/backend/src/v2/compiler/tektoncompiler/testdata/exit_handler.yaml b/backend/src/v2/compiler/tektoncompiler/testdata/exit_handler.yaml
index 3b2568eca091..a876a35c2c79 100755
--- a/backend/src/v2/compiler/tektoncompiler/testdata/exit_handler.yaml
+++ b/backend/src/v2/compiler/tektoncompiler/testdata/exit_handler.yaml
@@ -49,7 +49,7 @@ spec:
                   -d)\nprintf \"%s\" \"$0\" \u003e \"$program_path/ephemeral_component.py\"\npython3
                   -m kfp.components.executor_main                         --component_module_path                         \"$program_path/ephemeral_component.py\"                         \"$@\"\n","\nimport
                   kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import
-                  *\n\ndef print_op(message: str):\n    \"\"\"Prints a message.\"\"\"\n    print(message)\n\n"],"image":"python:3.7"}'
+                  *\n\ndef print_op(message: str):\n    \"\"\"Prints a message.\"\"\"\n    print(message)\n\n"],"image":"python:3.12"}'
               - name: iteration-index
                 value: ""
               - name: kubernetes-config
@@ -166,7 +166,7 @@ spec:
                       - configMapRef:
                           name: metadata-grpc-configmap
                           optional: true
-                      image: python:3.7
+                      image: python:3.12
                       name: user-main
             - name: root-system-dag-pub-driver
               params:
@@ -210,7 +210,7 @@ spec:
           \"%s\" \"$0\" \u003e \"$program_path/ephemeral_component.py\"\npython3 -m
           kfp.components.executor_main                         --component_module_path                         \"$program_path/ephemeral_component.py\"                         \"$@\"\n","\nimport
           kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import *\n\ndef
-          fail_op(message: str):\n    \"\"\"Fails.\"\"\"\n    import sys\n    print(message)\n    sys.exit(1)\n\n"],"image":"python:3.7"}'
+          fail_op(message: str):\n    \"\"\"Fails.\"\"\"\n    import sys\n    print(message)\n    sys.exit(1)\n\n"],"image":"python:3.12"}'
       - name: iteration-index
         value: ""
       - name: kubernetes-config
@@ -329,7 +329,7 @@ spec:
               - configMapRef:
                   name: metadata-grpc-configmap
                   optional: true
-              image: python:3.7
+              image: python:3.12
               name: user-main
     - name: print-op-2
       params:
@@ -352,7 +352,7 @@ spec:
           \"%s\" \"$0\" \u003e \"$program_path/ephemeral_component.py\"\npython3 -m
           kfp.components.executor_main                         --component_module_path                         \"$program_path/ephemeral_component.py\"                         \"$@\"\n","\nimport
           kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import *\n\ndef
-          print_op(message: str):\n    \"\"\"Prints a message.\"\"\"\n    print(message)\n\n"],"image":"python:3.7"}'
+          print_op(message: str):\n    \"\"\"Prints a message.\"\"\"\n    print(message)\n\n"],"image":"python:3.12"}'
       - name: iteration-index
         value: ""
       - name: kubernetes-config
@@ -469,7 +469,7 @@ spec:
               - configMapRef:
                   name: metadata-grpc-configmap
                   optional: true
-              image: python:3.7
+              image: python:3.12
               name: user-main
     - name: exit-handler-1-dag-driver
       params:
diff --git a/backend/src/v2/compiler/tektoncompiler/testdata/exit_handler_ir.yaml b/backend/src/v2/compiler/tektoncompiler/testdata/exit_handler_ir.yaml
index f42800c71773..97a89ba80a3a 100644
--- a/backend/src/v2/compiler/tektoncompiler/testdata/exit_handler_ir.yaml
+++ b/backend/src/v2/compiler/tektoncompiler/testdata/exit_handler_ir.yaml
@@ -76,7 +76,7 @@ pipelineSpec:
           - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\
             \ *\n\ndef fail_op(message: str):\n    \"\"\"Fails.\"\"\"\n    import sys\n\
             \    print(message)\n    sys.exit(1)\n\n"
-          image: python:3.7
+          image: python:3.12
       exec-print-op:
         container:
           args:
@@ -103,7 +103,7 @@ pipelineSpec:
           - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\
             \ *\n\ndef print_op(message: str):\n    \"\"\"Prints a message.\"\"\"\n\
             \    print(message)\n\n"
-          image: python:3.7
+          image: python:3.12
       exec-print-op-2:
         container:
           args:
@@ -130,7 +130,7 @@ pipelineSpec:
           - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\
             \ *\n\ndef print_op(message: str):\n    \"\"\"Prints a message.\"\"\"\n\
             \    print(message)\n\n"
-          image: python:3.7
+          image: python:3.12
   pipelineInfo:
     name: pipeline-with-exit-handler
   root:
diff --git a/backend/src/v2/compiler/tektoncompiler/testdata/hello_world.yaml b/backend/src/v2/compiler/tektoncompiler/testdata/hello_world.yaml
index bb5490da0be8..920516569b2b 100644
--- a/backend/src/v2/compiler/tektoncompiler/testdata/hello_world.yaml
+++ b/backend/src/v2/compiler/tektoncompiler/testdata/hello_world.yaml
@@ -31,7 +31,7 @@ spec:
           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"}'
+          = vars(_parser.parse_args())\n\n_outputs = hello_world(**_parsed_args)\n"],"image":"python:3.12"}'
       - name: iteration-index
         value: ""
       - name: kubernetes-config
@@ -137,7 +137,7 @@ spec:
               - configMapRef:
                   name: metadata-grpc-configmap
                   optional: true
-              image: python:3.7
+              image: python:3.12
               name: user-main
     - name: root-system-dag-driver
       params:
diff --git a/backend/src/v2/compiler/tektoncompiler/testdata/loop_static.yaml b/backend/src/v2/compiler/tektoncompiler/testdata/loop_static.yaml
index 0bb2b7db3144..97fe9c93bfa8 100644
--- a/backend/src/v2/compiler/tektoncompiler/testdata/loop_static.yaml
+++ b/backend/src/v2/compiler/tektoncompiler/testdata/loop_static.yaml
@@ -78,7 +78,7 @@ spec:
                   -m kfp.components.executor_main                         --component_module_path                         \"$program_path/ephemeral_component.py\"                         \"$@\"\n","\nimport
                   kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import
                   *\n\ndef concat_op(a: str, b: str) -\u003e str:\n    print(a + b)\n    return
-                  a + b\n\n"],"image":"python:3.7"}'
+                  a + b\n\n"],"image":"python:3.12"}'
               - name: iteration-index
                 value: ""
               - name: kubernetes-config
@@ -195,7 +195,7 @@ spec:
                       - configMapRef:
                           name: metadata-grpc-configmap
                           optional: true
-                      image: python:3.7
+                      image: python:3.12
                       name: user-main
             - name: print-op-2
               params:
@@ -219,7 +219,7 @@ spec:
                   -m kfp.components.executor_main                         --component_module_path                         \"$program_path/ephemeral_component.py\"                         \"$@\"\n","\nimport
                   kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import
                   *\n\ndef print_op(text: str) -\u003e str:\n    print(text)\n    return
-                  text\n\n"],"image":"python:3.7"}'
+                  text\n\n"],"image":"python:3.12"}'
               - name: iteration-index
                 value: ""
               - name: kubernetes-config
@@ -338,7 +338,7 @@ spec:
                       - configMapRef:
                           name: metadata-grpc-configmap
                           optional: true
-                      image: python:3.7
+                      image: python:3.12
                       name: user-main
     - name: for-loop-2-dag-driver
       params:
@@ -406,7 +406,7 @@ spec:
           \"%s\" \"$0\" \u003e \"$program_path/ephemeral_component.py\"\npython3 -m
           kfp.components.executor_main                         --component_module_path                         \"$program_path/ephemeral_component.py\"                         \"$@\"\n","\nimport
           kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import *\n\ndef
-          print_op(text: str) -\u003e str:\n    print(text)\n    return text\n\n"],"image":"python:3.7"}'
+          print_op(text: str) -\u003e str:\n    print(text)\n    return text\n\n"],"image":"python:3.12"}'
       - name: iteration-index
         value: ""
       - name: kubernetes-config
@@ -523,7 +523,7 @@ spec:
               - configMapRef:
                   name: metadata-grpc-configmap
                   optional: true
-              image: python:3.7
+              image: python:3.12
               name: user-main
     - name: root-system-dag-driver
       params:
diff --git a/backend/src/v2/compiler/tektoncompiler/testdata/loop_static_ir.yaml b/backend/src/v2/compiler/tektoncompiler/testdata/loop_static_ir.yaml
index fd6af49a6ade..cc1606583a32 100644
--- a/backend/src/v2/compiler/tektoncompiler/testdata/loop_static_ir.yaml
+++ b/backend/src/v2/compiler/tektoncompiler/testdata/loop_static_ir.yaml
@@ -101,7 +101,7 @@ pipelineSpec:
           - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\
             \ *\n\ndef concat_op(a: str, b: str) -> str:\n    print(a + b)\n    return\
             \ a + b\n\n"
-          image: python:3.7
+          image: python:3.12
       exec-print-op:
         container:
           args:
@@ -128,7 +128,7 @@ pipelineSpec:
           - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\
             \ *\n\ndef print_op(text: str) -> str:\n    print(text)\n    return text\n\
             \n"
-          image: python:3.7
+          image: python:3.12
       exec-print-op-2:
         container:
           args:
@@ -155,7 +155,7 @@ pipelineSpec:
           - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\
             \ *\n\ndef print_op(text: str) -> str:\n    print(text)\n    return text\n\
             \n"
-          image: python:3.7
+          image: python:3.12
   pipelineInfo:
     name: pipeline-with-loop-static
   root:
diff --git a/backend/src/v2/compiler/tektoncompiler/testdata/mnist_pipeline.yaml b/backend/src/v2/compiler/tektoncompiler/testdata/mnist_pipeline.yaml
index 7cbe60e2ba2a..6ea754324534 100755
--- a/backend/src/v2/compiler/tektoncompiler/testdata/mnist_pipeline.yaml
+++ b/backend/src/v2/compiler/tektoncompiler/testdata/mnist_pipeline.yaml
@@ -37,7 +37,7 @@ spec:
           convert_experiment_spec_to_str(experiment_spec_json: Dict[str, str])-\u003e
           NamedTuple(''Outputs'', [(''experiment_spec_str_output'', str)]):\n    import
           json\n    output = NamedTuple(''Outputs'', [(''experiment_spec_str_output'',
-          str)])\n    return output(json.dumps(experiment_spec_json))\n\n"],"image":"python:3.7"}'
+          str)])\n    return output(json.dumps(experiment_spec_json))\n\n"],"image":"python:3.12"}'
       - name: iteration-index
         value: ""
       - name: kubernetes-config
@@ -157,7 +157,7 @@ spec:
               - configMapRef:
                   name: metadata-grpc-configmap
                   optional: true
-              image: python:3.7
+              image: python:3.12
               name: user-main
     - name: convert-katib-results
       params:
@@ -188,7 +188,7 @@ spec:
           pa[\"name\"] == \"learning_rate\":\n            best_hps.append(\"--tf-learning-rate=\"
           + pa[\"value\"])\n        elif pa[\"name\"] == \"batch_size\":\n            best_hps.append(\"--tf-batch-size=\"
           + pa[\"value\"])\n    print(\"Best Hyperparameters: {}\".format(best_hps))\n    return
-          \" \".join(best_hps)\n\n"],"image":"python:3.7"}'
+          \" \".join(best_hps)\n\n"],"image":"python:3.12"}'
       - name: iteration-index
         value: ""
       - name: kubernetes-config
@@ -321,7 +321,7 @@ spec:
               - configMapRef:
                   name: metadata-grpc-configmap
                   optional: true
-              image: python:3.7
+              image: python:3.12
               name: user-main
     - name: create-dataset
       params:
@@ -812,7 +812,7 @@ spec:
           [\n                          \"python /opt/model.py --tf-export-dir=/mnt/export
           --tf-train-steps={} {}\".format(training_steps, best_hps) \n                        ],\n                    }\n                ],\n            }\n        }\n    }\n\n    output
           = NamedTuple(''Outputs'', [(''chief_spec'', Dict[str, str]), (''worker_spec'',
-          Dict[str, str])])\n    return output(tfjob_chief_spec, tfjob_worker_spec)\n\n"],"image":"python:3.7"}'
+          Dict[str, str])])\n    return output(tfjob_chief_spec, tfjob_worker_spec)\n\n"],"image":"python:3.12"}'
       - name: iteration-index
         value: ""
       - name: kubernetes-config
@@ -962,7 +962,7 @@ spec:
               - configMapRef:
                   name: metadata-grpc-configmap
                   optional: true
-              image: python:3.7
+              image: python:3.12
               name: user-main
     - name: convert-inference-service-to-artifact
       params:
@@ -987,7 +987,7 @@ spec:
           kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import *\n\ndef
           convert_inference_service_to_artifact(inferenceservice_yaml: Dict[str, str],
           inferenceservice_artifact: Output[Artifact]):\n    import json\n    with
-          open(inferenceservice_artifact.path, ''w'') as f:\n        f.write(json.dumps(inferenceservice_yaml))\n\n"],"image":"python:3.7"}'
+          open(inferenceservice_artifact.path, ''w'') as f:\n        f.write(json.dumps(inferenceservice_yaml))\n\n"],"image":"python:3.12"}'
       - name: iteration-index
         value: ""
       - name: kubernetes-config
@@ -1107,7 +1107,7 @@ spec:
               - configMapRef:
                   name: metadata-grpc-configmap
                   optional: true
-              image: python:3.7
+              image: python:3.12
               name: user-main
     - name: create-serving-task
       params:
@@ -1138,7 +1138,7 @@ spec:
           {\n            \"sidecar.istio.io/inject\": \"false\"\n          }\n        },\n        \"spec\":{\n          \"predictor\":{\n            \"tensorflow\":
           {\n              \"storageUri\": \"pvc://{}/\".format(model_volume_name)\n            }\n          }\n        }\n    }\n\n    output
           = NamedTuple(''Outputs'', [(''inferenceservice_yaml'', Dict[str, str])])\n    return
-          output(inference_service)\n\n"],"image":"python:3.7"}'
+          output(inference_service)\n\n"],"image":"python:3.12"}'
       - name: iteration-index
         value: ""
       - name: kubernetes-config
@@ -1277,7 +1277,7 @@ spec:
               - configMapRef:
                   name: metadata-grpc-configmap
                   optional: true
-              image: python:3.7
+              image: python:3.12
               name: user-main
     - name: serving-launcher
       params:
diff --git a/backend/src/v2/compiler/tektoncompiler/testdata/mnist_pipeline_ir.yaml b/backend/src/v2/compiler/tektoncompiler/testdata/mnist_pipeline_ir.yaml
index e215cccabe10..68be47b5653e 100644
--- a/backend/src/v2/compiler/tektoncompiler/testdata/mnist_pipeline_ir.yaml
+++ b/backend/src/v2/compiler/tektoncompiler/testdata/mnist_pipeline_ir.yaml
@@ -224,7 +224,7 @@ pipelineSpec:
             \ str])-> NamedTuple('Outputs', [('experiment_spec_str_output', str)]):\n\
             \    import json\n    output = NamedTuple('Outputs', [('experiment_spec_str_output',\
             \ str)])\n    return output(json.dumps(experiment_spec_json))\n\n"
-          image: python:3.7
+          image: python:3.12
       exec-convert-inference-service-to-artifact:
         container:
           args:
@@ -253,7 +253,7 @@ pipelineSpec:
             \ Dict[str, str], inferenceservice_artifact: Output[Artifact]):\n    import\
             \ json\n    with open(inferenceservice_artifact.path, 'w') as f:\n     \
             \   f.write(json.dumps(inferenceservice_yaml))\n\n"
-          image: python:3.7
+          image: python:3.12
       exec-convert-katib-results:
         container:
           args:
@@ -289,7 +289,7 @@ pipelineSpec:
             batch_size\":\n            best_hps.append(\"--tf-batch-size=\" + pa[\"\
             value\"])\n    print(\"Best Hyperparameters: {}\".format(best_hps))\n  \
             \  return \" \".join(best_hps)\n\n"
-          image: python:3.7
+          image: python:3.12
       exec-create-dataset:
         container:
           args:
@@ -446,7 +446,7 @@ pipelineSpec:
             .format(model_volume_name)\n            }\n          }\n        }\n    }\n\
             \n    output = NamedTuple('Outputs', [('inferenceservice_yaml', Dict[str,\
             \ str])])\n    return output(inference_service)\n\n"
-          image: python:3.7
+          image: python:3.12
       exec-create-tfjob-task:
         container:
           args:
@@ -513,7 +513,7 @@ pipelineSpec:
             \          ],\n            }\n        }\n    }\n\n    output = NamedTuple('Outputs',\
             \ [('chief_spec', Dict[str, str]), ('worker_spec', Dict[str, str])])\n \
             \   return output(tfjob_chief_spec, tfjob_worker_spec)\n\n"
-          image: python:3.7
+          image: python:3.12
       exec-serving-launcher:
         container:
           args:
diff --git a/backend/src/v2/compiler/tektoncompiler/testdata/nestedloop.yaml b/backend/src/v2/compiler/tektoncompiler/testdata/nestedloop.yaml
index b37660ec8d23..d508ce2c9ced 100644
--- a/backend/src/v2/compiler/tektoncompiler/testdata/nestedloop.yaml
+++ b/backend/src/v2/compiler/tektoncompiler/testdata/nestedloop.yaml
@@ -36,7 +36,7 @@ spec:
           kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import *\n\ndef
           flip_coin_op() -\u003e str:\n    \"\"\"Flip a coin and output heads or tails
           randomly.\"\"\"\n    import random\n    result = random.choice([''heads'',
-          ''tails''])\n    print(result)\n    return result\n\n"],"image":"python:3.7"}'
+          ''tails''])\n    print(result)\n    return result\n\n"],"image":"python:3.12"}'
       - name: iteration-index
         value: ""
       - name: kubernetes-config
@@ -156,7 +156,7 @@ spec:
               - configMapRef:
                   name: metadata-grpc-configmap
                   optional: true
-              image: python:3.7
+              image: python:3.12
               name: user-main
     - name: for-loop-2-pipelineloop
       params:
@@ -228,7 +228,7 @@ spec:
                   -d)\nprintf \"%s\" \"$0\" \u003e \"$program_path/ephemeral_component.py\"\npython3
                   -m kfp.components.executor_main                         --component_module_path                         \"$program_path/ephemeral_component.py\"                         \"$@\"\n","\nimport
                   kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import
-                  *\n\ndef print_op(message: str):\n    \"\"\"Print a message.\"\"\"\n    print(message)\n\n"],"image":"python:3.7"}'
+                  *\n\ndef print_op(message: str):\n    \"\"\"Print a message.\"\"\"\n    print(message)\n\n"],"image":"python:3.12"}'
               - name: iteration-index
                 value: ""
               - name: kubernetes-config
@@ -345,7 +345,7 @@ spec:
                       - configMapRef:
                           name: metadata-grpc-configmap
                           optional: true
-                      image: python:3.7
+                      image: python:3.12
                       name: user-main
               when:
               - input: $(tasks.condition-4-dag-driver.results.condition)
@@ -424,7 +424,7 @@ spec:
                   -d)\nprintf \"%s\" \"$0\" \u003e \"$program_path/ephemeral_component.py\"\npython3
                   -m kfp.components.executor_main                         --component_module_path                         \"$program_path/ephemeral_component.py\"                         \"$@\"\n","\nimport
                   kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import
-                  *\n\ndef print_op(message: str):\n    \"\"\"Print a message.\"\"\"\n    print(message)\n\n"],"image":"python:3.7"}'
+                  *\n\ndef print_op(message: str):\n    \"\"\"Print a message.\"\"\"\n    print(message)\n\n"],"image":"python:3.12"}'
               - name: iteration-index
                 value: ""
               - name: kubernetes-config
@@ -541,7 +541,7 @@ spec:
                       - configMapRef:
                           name: metadata-grpc-configmap
                           optional: true
-                      image: python:3.7
+                      image: python:3.12
                       name: user-main
               when:
               - input: $(tasks.condition-5-dag-driver.results.condition)
@@ -621,7 +621,7 @@ spec:
                   *\n\ndef get_random_int_op(minimum: int, maximum: int) -\u003e int:\n    \"\"\"Generate
                   a random number between minimum and maximum (inclusive).\"\"\"\n    import
                   random\n    result = random.randint(minimum, maximum)\n    print(result)\n    return
-                  result\n\n"],"image":"python:3.7"}'
+                  result\n\n"],"image":"python:3.12"}'
               - name: iteration-index
                 value: ""
               - name: kubernetes-config
@@ -741,7 +741,7 @@ spec:
                       - configMapRef:
                           name: metadata-grpc-configmap
                           optional: true
-                      image: python:3.7
+                      image: python:3.12
                       name: user-main
               when:
               - input: $(tasks.condition-3-dag-driver.results.condition)
diff --git a/backend/src/v2/compiler/tektoncompiler/testdata/nestedloop_ir.yaml b/backend/src/v2/compiler/tektoncompiler/testdata/nestedloop_ir.yaml
index 5dad49057b9d..521d3cce0b8f 100644
--- a/backend/src/v2/compiler/tektoncompiler/testdata/nestedloop_ir.yaml
+++ b/backend/src/v2/compiler/tektoncompiler/testdata/nestedloop_ir.yaml
@@ -204,7 +204,7 @@ pipelineSpec:
             \ *\n\ndef flip_coin_op() -> str:\n    \"\"\"Flip a coin and output heads\
             \ or tails randomly.\"\"\"\n    import random\n    result = random.choice(['heads',\
             \ 'tails'])\n    print(result)\n    return result\n\n"
-          image: python:3.7
+          image: python:3.12
       exec-get-random-int-op:
         container:
           args:
@@ -233,7 +233,7 @@ pipelineSpec:
             \"\"Generate a random number between minimum and maximum (inclusive).\"\"\
             \"\n    import random\n    result = random.randint(minimum, maximum)\n \
             \   print(result)\n    return result\n\n"
-          image: python:3.7
+          image: python:3.12
       exec-print-op:
         container:
           args:
@@ -260,7 +260,7 @@ pipelineSpec:
           - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\
             \ *\n\ndef print_op(message: str):\n    \"\"\"Print a message.\"\"\"\n \
             \   print(message)\n\n"
-          image: python:3.7
+          image: python:3.12
       exec-print-op-2:
         container:
           args:
@@ -287,7 +287,7 @@ pipelineSpec:
           - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\
             \ *\n\ndef print_op(message: str):\n    \"\"\"Print a message.\"\"\"\n \
             \   print(message)\n\n"
-          image: python:3.7
+          image: python:3.12
   pipelineInfo:
     description: Shows how to use dsl.Condition(), dsl.ParallelFor, and dsl.ExitHandler().
     name: tutorial-control-flows
diff --git a/backend/src/v2/compiler/tektoncompiler/testdata/pod_metadata.yaml b/backend/src/v2/compiler/tektoncompiler/testdata/pod_metadata.yaml
index 58cf1d201157..016994cad679 100644
--- a/backend/src/v2/compiler/tektoncompiler/testdata/pod_metadata.yaml
+++ b/backend/src/v2/compiler/tektoncompiler/testdata/pod_metadata.yaml
@@ -31,7 +31,7 @@ spec:
           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"}'
+          = vars(_parser.parse_args())\n\n_outputs = hello_world(**_parsed_args)\n"],"image":"python:3.12"}'
       - name: iteration-index
         value: ""
       - name: kubernetes-config
@@ -137,7 +137,7 @@ spec:
               - configMapRef:
                   name: metadata-grpc-configmap
                   optional: true
-              image: python:3.7
+              image: python:3.12
               name: user-main
     - name: root-system-dag-driver
       params:
diff --git a/backend/src/v2/compiler/testdata/component_used_twice.json b/backend/src/v2/compiler/testdata/component_used_twice.json
index 6773a1a85040..79dcadcb6520 100644
--- a/backend/src/v2/compiler/testdata/component_used_twice.json
+++ b/backend/src/v2/compiler/testdata/component_used_twice.json
@@ -23,7 +23,7 @@
               "program_path=$(mktemp)\nprintf \"%s\" \"$0\" > \"$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"
+            "image": "python:3.12"
           }
         }
       }
diff --git a/backend/src/v2/compiler/testdata/create_mount_delete_dynamic_pvc.json b/backend/src/v2/compiler/testdata/create_mount_delete_dynamic_pvc.json
index b4f3b5dc1f42..86d83dd3483e 100644
--- a/backend/src/v2/compiler/testdata/create_mount_delete_dynamic_pvc.json
+++ b/backend/src/v2/compiler/testdata/create_mount_delete_dynamic_pvc.json
@@ -73,7 +73,7 @@
               "program_path=$(mktemp -d) printf \"%s\" \"$0\" > \"$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"
+            "image": "python:3.12"
           }
         },
         "exec-comp-2": {
@@ -88,7 +88,7 @@
               "program_path=$(mktemp -d) printf \"%s\" \"$0\" > \"$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"
+            "image": "python:3.12"
           }
         },
         "exec-createpvc": {
diff --git a/backend/src/v2/compiler/testdata/hello_world.json b/backend/src/v2/compiler/testdata/hello_world.json
index 0f45d03aaad1..423dc924d931 100644
--- a/backend/src/v2/compiler/testdata/hello_world.json
+++ b/backend/src/v2/compiler/testdata/hello_world.json
@@ -26,7 +26,7 @@
               "program_path=$(mktemp)\nprintf \"%s\" \"$0\" > \"$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"
+            "image": "python:3.12"
           }
         }
       }
diff --git a/backend/src/v2/driver/driver_test.go b/backend/src/v2/driver/driver_test.go
index bea24890033b..34a77cda1a87 100644
--- a/backend/src/v2/driver/driver_test.go
+++ b/backend/src/v2/driver/driver_test.go
@@ -49,7 +49,7 @@ func Test_initPodSpecPatch_acceleratorConfig(t *testing.T) {
 			"Valid - nvidia.com/gpu",
 			args{
 				&pipelinespec.PipelineDeploymentConfig_PipelineContainerSpec{
-					Image:   "python:3.7",
+					Image:   "python:3.12",
 					Args:    []string{"--function_to_execute", "add"},
 					Command: []string{"sh", "-ec", "python3 -m kfp.components.executor_main"},
 					Resources: &pipelinespec.PipelineDeploymentConfig_PipelineContainerSpec_ResourceSpec{
@@ -88,7 +88,7 @@ func Test_initPodSpecPatch_acceleratorConfig(t *testing.T) {
 			"Valid - amd.com/gpu",
 			args{
 				&pipelinespec.PipelineDeploymentConfig_PipelineContainerSpec{
-					Image:   "python:3.7",
+					Image:   "python:3.12",
 					Args:    []string{"--function_to_execute", "add"},
 					Command: []string{"sh", "-ec", "python3 -m kfp.components.executor_main"},
 					Resources: &pipelinespec.PipelineDeploymentConfig_PipelineContainerSpec_ResourceSpec{
@@ -127,7 +127,7 @@ func Test_initPodSpecPatch_acceleratorConfig(t *testing.T) {
 			"Valid - cloud-tpus.google.com/v3",
 			args{
 				&pipelinespec.PipelineDeploymentConfig_PipelineContainerSpec{
-					Image:   "python:3.7",
+					Image:   "python:3.12",
 					Args:    []string{"--function_to_execute", "add"},
 					Command: []string{"sh", "-ec", "python3 -m kfp.components.executor_main"},
 					Resources: &pipelinespec.PipelineDeploymentConfig_PipelineContainerSpec_ResourceSpec{
@@ -166,7 +166,7 @@ func Test_initPodSpecPatch_acceleratorConfig(t *testing.T) {
 			"Valid - cloud-tpus.google.com/v2",
 			args{
 				&pipelinespec.PipelineDeploymentConfig_PipelineContainerSpec{
-					Image:   "python:3.7",
+					Image:   "python:3.12",
 					Args:    []string{"--function_to_execute", "add"},
 					Command: []string{"sh", "-ec", "python3 -m kfp.components.executor_main"},
 					Resources: &pipelinespec.PipelineDeploymentConfig_PipelineContainerSpec_ResourceSpec{
@@ -205,7 +205,7 @@ func Test_initPodSpecPatch_acceleratorConfig(t *testing.T) {
 			"Valid - custom string",
 			args{
 				&pipelinespec.PipelineDeploymentConfig_PipelineContainerSpec{
-					Image:   "python:3.7",
+					Image:   "python:3.12",
 					Args:    []string{"--function_to_execute", "add"},
 					Command: []string{"sh", "-ec", "python3 -m kfp.components.executor_main"},
 					Resources: &pipelinespec.PipelineDeploymentConfig_PipelineContainerSpec_ResourceSpec{
@@ -334,7 +334,7 @@ func Test_initPodSpecPatch_resourceRequests(t *testing.T) {
 			"Valid - with requests",
 			args{
 				&pipelinespec.PipelineDeploymentConfig_PipelineContainerSpec{
-					Image:   "python:3.7",
+					Image:   "python:3.12",
 					Args:    []string{"--function_to_execute", "add"},
 					Command: []string{"sh", "-ec", "python3 -m kfp.components.executor_main"},
 					Resources: &pipelinespec.PipelineDeploymentConfig_PipelineContainerSpec_ResourceSpec{
@@ -370,7 +370,7 @@ func Test_initPodSpecPatch_resourceRequests(t *testing.T) {
 			"Valid - zero requests",
 			args{
 				&pipelinespec.PipelineDeploymentConfig_PipelineContainerSpec{
-					Image:   "python:3.7",
+					Image:   "python:3.12",
 					Args:    []string{"--function_to_execute", "add"},
 					Command: []string{"sh", "-ec", "python3 -m kfp.components.executor_main"},
 					Resources: &pipelinespec.PipelineDeploymentConfig_PipelineContainerSpec_ResourceSpec{
diff --git a/backend/src/v2/test/Dockerfile b/backend/src/v2/test/Dockerfile
index 7c38ed6c9f74..d66ae2e0816a 100644
--- a/backend/src/v2/test/Dockerfile
+++ b/backend/src/v2/test/Dockerfile
@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-FROM python:3.7-slim
+FROM python:3.12-slim
 
 WORKDIR /workdir
 COPY backend/src/v2/test/requirements.txt backend/src/v2/test/
diff --git a/backend/src/v2/test/components/run_sample.yaml b/backend/src/v2/test/components/run_sample.yaml
index d4b4c9b7e973..611689f5a919 100644
--- a/backend/src/v2/test/components/run_sample.yaml
+++ b/backend/src/v2/test/components/run_sample.yaml
@@ -24,7 +24,7 @@ inputs:
 - {name: backend_compiler, type: Binary}
 implementation:
   container:
-    image: python:3.7-alpine
+    image: python:3.12-alpine
     command:
     - sh
     - -exc
diff --git a/backend/test/resources/v2-hello-world.yaml b/backend/test/resources/v2-hello-world.yaml
index c20d47c0650b..aa240f6f67d8 100644
--- a/backend/test/resources/v2-hello-world.yaml
+++ b/backend/test/resources/v2-hello-world.yaml
@@ -30,7 +30,7 @@ deploymentSpec:
           _parsed_args = vars(_parser.parse_args())
 
           _outputs = hello_world(**_parsed_args)
-        image: python:3.7
+        image: python:3.12
 pipelineInfo:
   name: hello-world
 root:
diff --git a/backend/update_requirements.sh b/backend/update_requirements.sh
index 920940e90928..9a756f4b3dbd 100755
--- a/backend/update_requirements.sh
+++ b/backend/update_requirements.sh
@@ -1,5 +1,5 @@
 #!/bin/bash
 
 # This image should be in sync with Dockerfile.
-IMAGE="python:3.7"
+IMAGE="python:3.12"
 ../hack/update-requirements.sh $IMAGE <requirements.in >requirements.txt
diff --git a/components/azure/azuredevops/queue-pipeline/Dockerfile b/components/azure/azuredevops/queue-pipeline/Dockerfile
index 311d4b5813a6..64c2a3b19cfa 100644
--- a/components/azure/azuredevops/queue-pipeline/Dockerfile
+++ b/components/azure/azuredevops/queue-pipeline/Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.7-slim
+FROM python:3.12-slim
 
 RUN pip install azure-devops
 
diff --git a/components/azure/azureml/aml-register-model/Dockerfile b/components/azure/azureml/aml-register-model/Dockerfile
index 8763bc76c9ca..392e63604af2 100644
--- a/components/azure/azureml/aml-register-model/Dockerfile
+++ b/components/azure/azureml/aml-register-model/Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.7-slim
+FROM python:3.12-slim
 
 # pip install
 COPY requirements.txt /scripts/requirements.txt
diff --git a/components/contrib/CatBoost/Predict_class_probabilities/from_CSV/component.py b/components/contrib/CatBoost/Predict_class_probabilities/from_CSV/component.py
index 60f7248903fb..de1d3c7fcf7d 100644
--- a/components/contrib/CatBoost/Predict_class_probabilities/from_CSV/component.py
+++ b/components/contrib/CatBoost/Predict_class_probabilities/from_CSV/component.py
@@ -53,7 +53,7 @@ def catboost_predict_class_probabilities(
     catboost_predict_class_probabilities_op = create_component_from_func(
         catboost_predict_class_probabilities,
         output_component_file='component.yaml',
-        base_image='python:3.7',
+        base_image='python:3.12',
         packages_to_install=['catboost==0.23'],
         annotations={
             "author": "Alexey Volkov <alexey.volkov@ark-kun.com>",
diff --git a/components/contrib/CatBoost/Predict_class_probabilities/from_CSV/component.yaml b/components/contrib/CatBoost/Predict_class_probabilities/from_CSV/component.yaml
index e4cb6a7807e5..3aca60b64c51 100644
--- a/components/contrib/CatBoost/Predict_class_probabilities/from_CSV/component.yaml
+++ b/components/contrib/CatBoost/Predict_class_probabilities/from_CSV/component.yaml
@@ -25,7 +25,7 @@ metadata:
     canonical_location: 'https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/CatBoost/Predict_class_probabilities/from_CSV/component.yaml'
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - sh
     - -c
diff --git a/components/contrib/CatBoost/Predict_classes/from_CSV/component.py b/components/contrib/CatBoost/Predict_classes/from_CSV/component.py
index 4e932b55c34d..114264d10673 100644
--- a/components/contrib/CatBoost/Predict_classes/from_CSV/component.py
+++ b/components/contrib/CatBoost/Predict_classes/from_CSV/component.py
@@ -53,7 +53,7 @@ def catboost_predict_classes(
     catboost_predict_classes_op = create_component_from_func(
         catboost_predict_classes,
         output_component_file='component.yaml',
-        base_image='python:3.7',
+        base_image='python:3.12',
         packages_to_install=['catboost==0.22'],
         annotations={
             "author": "Alexey Volkov <alexey.volkov@ark-kun.com>",
diff --git a/components/contrib/CatBoost/Predict_classes/from_CSV/component.yaml b/components/contrib/CatBoost/Predict_classes/from_CSV/component.yaml
index b289abba743c..11e60032d97b 100644
--- a/components/contrib/CatBoost/Predict_classes/from_CSV/component.yaml
+++ b/components/contrib/CatBoost/Predict_classes/from_CSV/component.yaml
@@ -25,7 +25,7 @@ metadata:
     canonical_location: 'https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/CatBoost/Predict_classes/from_CSV/component.yaml'
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - sh
     - -c
diff --git a/components/contrib/CatBoost/Predict_values/from_CSV/component.py b/components/contrib/CatBoost/Predict_values/from_CSV/component.py
index 959edfabd877..4a7754258aab 100644
--- a/components/contrib/CatBoost/Predict_values/from_CSV/component.py
+++ b/components/contrib/CatBoost/Predict_values/from_CSV/component.py
@@ -53,7 +53,7 @@ def catboost_predict_values(
     catboost_predict_values_op = create_component_from_func(
         catboost_predict_values,
         output_component_file='component.yaml',
-        base_image='python:3.7',
+        base_image='python:3.12',
         packages_to_install=['catboost==0.23'],
         annotations={
             "author": "Alexey Volkov <alexey.volkov@ark-kun.com>",
diff --git a/components/contrib/CatBoost/Predict_values/from_CSV/component.yaml b/components/contrib/CatBoost/Predict_values/from_CSV/component.yaml
index 642d993d3800..703f71234f4e 100644
--- a/components/contrib/CatBoost/Predict_values/from_CSV/component.yaml
+++ b/components/contrib/CatBoost/Predict_values/from_CSV/component.yaml
@@ -25,7 +25,7 @@ metadata:
     canonical_location: 'https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/CatBoost/Predict_values/from_CSV/component.yaml'
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - sh
     - -c
diff --git a/components/contrib/CatBoost/Train_classifier/from_CSV/component.py b/components/contrib/CatBoost/Train_classifier/from_CSV/component.py
index 183f562c695f..89e3c85285ec 100644
--- a/components/contrib/CatBoost/Train_classifier/from_CSV/component.py
+++ b/components/contrib/CatBoost/Train_classifier/from_CSV/component.py
@@ -88,7 +88,7 @@ def catboost_train_classifier(
     catboost_train_classifier_op = create_component_from_func(
         catboost_train_classifier,
         output_component_file='component.yaml',
-        base_image='python:3.7',
+        base_image='python:3.12',
         packages_to_install=['catboost==0.23'],
         annotations={
             "author": "Alexey Volkov <alexey.volkov@ark-kun.com>",
diff --git a/components/contrib/CatBoost/Train_classifier/from_CSV/component.yaml b/components/contrib/CatBoost/Train_classifier/from_CSV/component.yaml
index 54c58d840a2b..5a6c7cd499b0 100644
--- a/components/contrib/CatBoost/Train_classifier/from_CSV/component.yaml
+++ b/components/contrib/CatBoost/Train_classifier/from_CSV/component.yaml
@@ -46,7 +46,7 @@ metadata:
     canonical_location: 'https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/CatBoost/Train_classifier/from_CSV/component.yaml'
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - sh
     - -c
diff --git a/components/contrib/CatBoost/Train_regression/from_CSV/component.py b/components/contrib/CatBoost/Train_regression/from_CSV/component.py
index 84eb738376fe..3bb480866998 100644
--- a/components/contrib/CatBoost/Train_regression/from_CSV/component.py
+++ b/components/contrib/CatBoost/Train_regression/from_CSV/component.py
@@ -86,7 +86,7 @@ def catboost_train_regression(
     catboost_train_regression_op = create_component_from_func(
         catboost_train_regression,
         output_component_file='component.yaml',
-        base_image='python:3.7',
+        base_image='python:3.12',
         packages_to_install=['catboost==0.23'],
         annotations={
             "author": "Alexey Volkov <alexey.volkov@ark-kun.com>",
diff --git a/components/contrib/CatBoost/Train_regression/from_CSV/component.yaml b/components/contrib/CatBoost/Train_regression/from_CSV/component.yaml
index 8361049a7ca1..bc2dd16513de 100644
--- a/components/contrib/CatBoost/Train_regression/from_CSV/component.yaml
+++ b/components/contrib/CatBoost/Train_regression/from_CSV/component.yaml
@@ -45,7 +45,7 @@ metadata:
     canonical_location: 'https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/CatBoost/Train_regression/from_CSV/component.yaml'
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - sh
     - -c
diff --git a/components/contrib/CatBoost/convert_CatBoostModel_to_AppleCoreMLModel/component.py b/components/contrib/CatBoost/convert_CatBoostModel_to_AppleCoreMLModel/component.py
index c018c994bc00..eeb479fba901 100644
--- a/components/contrib/CatBoost/convert_CatBoostModel_to_AppleCoreMLModel/component.py
+++ b/components/contrib/CatBoost/convert_CatBoostModel_to_AppleCoreMLModel/component.py
@@ -32,7 +32,7 @@ def convert_CatBoostModel_to_AppleCoreMLModel(
     create_component_from_func(
         convert_CatBoostModel_to_AppleCoreMLModel,
         output_component_file='component.yaml',
-        base_image='python:3.7',
+        base_image='python:3.12',
         packages_to_install=['catboost==0.22'],
         annotations={
             "author": "Alexey Volkov <alexey.volkov@ark-kun.com>",
diff --git a/components/contrib/CatBoost/convert_CatBoostModel_to_AppleCoreMLModel/component.yaml b/components/contrib/CatBoost/convert_CatBoostModel_to_AppleCoreMLModel/component.yaml
index c2ab79130a50..7d075f00d62c 100644
--- a/components/contrib/CatBoost/convert_CatBoostModel_to_AppleCoreMLModel/component.yaml
+++ b/components/contrib/CatBoost/convert_CatBoostModel_to_AppleCoreMLModel/component.yaml
@@ -21,7 +21,7 @@ metadata:
     canonical_location: 'https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/CatBoost/convert_CatBoostModel_to_AppleCoreMLModel/component.yaml'
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - sh
     - -c
diff --git a/components/contrib/CatBoost/convert_CatBoostModel_to_ONNX/component.py b/components/contrib/CatBoost/convert_CatBoostModel_to_ONNX/component.py
index e4cbbddeadc5..06bf3d3c398a 100644
--- a/components/contrib/CatBoost/convert_CatBoostModel_to_ONNX/component.py
+++ b/components/contrib/CatBoost/convert_CatBoostModel_to_ONNX/component.py
@@ -27,7 +27,7 @@ def convert_CatBoostModel_to_ONNX(
     create_component_from_func(
         convert_CatBoostModel_to_ONNX,
         output_component_file='component.yaml',
-        base_image='python:3.7',
+        base_image='python:3.12',
         packages_to_install=['catboost==0.22'],
         annotations={
             "author": "Alexey Volkov <alexey.volkov@ark-kun.com>",
diff --git a/components/contrib/CatBoost/convert_CatBoostModel_to_ONNX/component.yaml b/components/contrib/CatBoost/convert_CatBoostModel_to_ONNX/component.yaml
index 0d9cc302cb2c..c30bcc9a7165 100644
--- a/components/contrib/CatBoost/convert_CatBoostModel_to_ONNX/component.yaml
+++ b/components/contrib/CatBoost/convert_CatBoostModel_to_ONNX/component.yaml
@@ -21,7 +21,7 @@ metadata:
     canonical_location: 'https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/CatBoost/convert_CatBoostModel_to_ONNX/component.yaml'
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - sh
     - -c
diff --git a/components/contrib/XGBoost/Predict/component.py b/components/contrib/XGBoost/Predict/component.py
index 01ce24558039..0b61729b6a1f 100644
--- a/components/contrib/XGBoost/Predict/component.py
+++ b/components/contrib/XGBoost/Predict/component.py
@@ -46,7 +46,7 @@ def xgboost_predict(
     create_component_from_func(
         xgboost_predict,
         output_component_file='component.yaml',
-        base_image='python:3.7',
+        base_image='python:3.12',
         packages_to_install=[
             'xgboost==1.1.1',
             'pandas==1.0.5',
diff --git a/components/contrib/XGBoost/Predict/component.yaml b/components/contrib/XGBoost/Predict/component.yaml
index ccce27127065..0a6494d376bd 100644
--- a/components/contrib/XGBoost/Predict/component.yaml
+++ b/components/contrib/XGBoost/Predict/component.yaml
@@ -22,7 +22,7 @@ metadata:
     canonical_location: 'https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/XGBoost/Predict/component.yaml'
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - sh
     - -c
diff --git a/components/contrib/XGBoost/Predict/from_ApacheParquet/component.py b/components/contrib/XGBoost/Predict/from_ApacheParquet/component.py
index 37b1f773e31b..8f67f0f557a7 100644
--- a/components/contrib/XGBoost/Predict/from_ApacheParquet/component.py
+++ b/components/contrib/XGBoost/Predict/from_ApacheParquet/component.py
@@ -45,7 +45,7 @@ def xgboost_predict(
     create_component_from_func(
         xgboost_predict,
         output_component_file='component.yaml',
-        base_image='python:3.7',
+        base_image='python:3.12',
         packages_to_install=[
             'xgboost==1.1.1',
             'pandas==1.0.5',
diff --git a/components/contrib/XGBoost/Predict/from_ApacheParquet/component.yaml b/components/contrib/XGBoost/Predict/from_ApacheParquet/component.yaml
index d421cdc21ef5..411a12f2d651 100644
--- a/components/contrib/XGBoost/Predict/from_ApacheParquet/component.yaml
+++ b/components/contrib/XGBoost/Predict/from_ApacheParquet/component.yaml
@@ -22,7 +22,7 @@ metadata:
     canonical_location: 'https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/XGBoost/Predict/from_ApacheParquet/component.yaml'
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - sh
     - -c
diff --git a/components/contrib/XGBoost/Train/component.py b/components/contrib/XGBoost/Train/component.py
index ce9a0e301ea2..504faa85b81c 100644
--- a/components/contrib/XGBoost/Train/component.py
+++ b/components/contrib/XGBoost/Train/component.py
@@ -82,7 +82,7 @@ def xgboost_train(
     create_component_from_func(
         xgboost_train,
         output_component_file='component.yaml',
-        base_image='python:3.7',
+        base_image='python:3.12',
         packages_to_install=[
             'xgboost==1.1.1',
             'pandas==1.0.5',
diff --git a/components/contrib/XGBoost/Train/component.yaml b/components/contrib/XGBoost/Train/component.yaml
index 8d89a3514de2..dec2549f8ecc 100644
--- a/components/contrib/XGBoost/Train/component.yaml
+++ b/components/contrib/XGBoost/Train/component.yaml
@@ -42,7 +42,7 @@ metadata:
     canonical_location: 'https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/XGBoost/Train/component.yaml'
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - sh
     - -c
diff --git a/components/contrib/XGBoost/Train/from_ApacheParquet/component.py b/components/contrib/XGBoost/Train/from_ApacheParquet/component.py
index 579052edd119..bf76b8480a8c 100644
--- a/components/contrib/XGBoost/Train/from_ApacheParquet/component.py
+++ b/components/contrib/XGBoost/Train/from_ApacheParquet/component.py
@@ -81,7 +81,7 @@ def xgboost_train(
     create_component_from_func(
         xgboost_train,
         output_component_file='component.yaml',
-        base_image='python:3.7',
+        base_image='python:3.12',
         packages_to_install=[
             'xgboost==1.1.1',
             'pandas==1.0.5',
diff --git a/components/contrib/XGBoost/Train/from_ApacheParquet/component.yaml b/components/contrib/XGBoost/Train/from_ApacheParquet/component.yaml
index ee2e4e9f0d0a..989861662161 100644
--- a/components/contrib/XGBoost/Train/from_ApacheParquet/component.yaml
+++ b/components/contrib/XGBoost/Train/from_ApacheParquet/component.yaml
@@ -42,7 +42,7 @@ metadata:
     canonical_location: 'https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/XGBoost/Train/from_ApacheParquet/component.yaml'
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - sh
     - -c
diff --git a/components/contrib/_converters/ApacheParquet/from_ApacheArrowFeather/component.py b/components/contrib/_converters/ApacheParquet/from_ApacheArrowFeather/component.py
index c24b25ce15a5..567adfb88361 100644
--- a/components/contrib/_converters/ApacheParquet/from_ApacheArrowFeather/component.py
+++ b/components/contrib/_converters/ApacheParquet/from_ApacheArrowFeather/component.py
@@ -22,7 +22,7 @@ def convert_apache_arrow_feather_to_apache_parquet(
     create_component_from_func(
         convert_apache_arrow_feather_to_apache_parquet,
         output_component_file='component.yaml',
-        base_image='python:3.7',
+        base_image='python:3.12',
         packages_to_install=['pyarrow==0.17.1'],
         annotations={
             "author": "Alexey Volkov <alexey.volkov@ark-kun.com>",
diff --git a/components/contrib/_converters/ApacheParquet/from_ApacheArrowFeather/component.yaml b/components/contrib/_converters/ApacheParquet/from_ApacheArrowFeather/component.yaml
index a7d147290be1..5e7afcb8702c 100644
--- a/components/contrib/_converters/ApacheParquet/from_ApacheArrowFeather/component.yaml
+++ b/components/contrib/_converters/ApacheParquet/from_ApacheArrowFeather/component.yaml
@@ -17,7 +17,7 @@ metadata:
     canonical_location: 'https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/_converters/ApacheParquet/from_ApacheArrowFeather/component.yaml'
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - sh
     - -c
diff --git a/components/contrib/_converters/ApacheParquet/from_CSV/component.py b/components/contrib/_converters/ApacheParquet/from_CSV/component.py
index 08290a65443d..b546188cbbad 100644
--- a/components/contrib/_converters/ApacheParquet/from_CSV/component.py
+++ b/components/contrib/_converters/ApacheParquet/from_CSV/component.py
@@ -21,7 +21,7 @@ def convert_csv_to_apache_parquet(
     create_component_from_func(
         convert_csv_to_apache_parquet,
         output_component_file='component.yaml',
-        base_image='python:3.7',
+        base_image='python:3.12',
         packages_to_install=['pyarrow==0.17.1'],
         annotations={
             "author": "Alexey Volkov <alexey.volkov@ark-kun.com>",
diff --git a/components/contrib/_converters/ApacheParquet/from_CSV/component.yaml b/components/contrib/_converters/ApacheParquet/from_CSV/component.yaml
index 72d7e012e6f0..26fed2ce636e 100644
--- a/components/contrib/_converters/ApacheParquet/from_CSV/component.yaml
+++ b/components/contrib/_converters/ApacheParquet/from_CSV/component.yaml
@@ -16,7 +16,7 @@ metadata:
     canonical_location: 'https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/_converters/ApacheParquet/from_CSV/component.yaml'
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - sh
     - -c
diff --git a/components/contrib/_converters/ApacheParquet/from_TSV/component.py b/components/contrib/_converters/ApacheParquet/from_TSV/component.py
index 3edf45d2c2dd..8b3f5fc950de 100644
--- a/components/contrib/_converters/ApacheParquet/from_TSV/component.py
+++ b/components/contrib/_converters/ApacheParquet/from_TSV/component.py
@@ -21,7 +21,7 @@ def convert_tsv_to_apache_parquet(
     create_component_from_func(
         convert_tsv_to_apache_parquet,
         output_component_file='component.yaml',
-        base_image='python:3.7',
+        base_image='python:3.12',
         packages_to_install=['pyarrow==0.17.1'],
         annotations={
             "author": "Alexey Volkov <alexey.volkov@ark-kun.com>",
diff --git a/components/contrib/_converters/ApacheParquet/from_TSV/component.yaml b/components/contrib/_converters/ApacheParquet/from_TSV/component.yaml
index 017d4a692e9f..8f15c9a6eb84 100644
--- a/components/contrib/_converters/ApacheParquet/from_TSV/component.yaml
+++ b/components/contrib/_converters/ApacheParquet/from_TSV/component.yaml
@@ -16,7 +16,7 @@ metadata:
     canonical_location: 'https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/_converters/ApacheParquet/from_TSV/component.yaml'
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - sh
     - -c
diff --git a/components/contrib/_converters/ApacheParquet/to_ApacheArrowFeather/component.py b/components/contrib/_converters/ApacheParquet/to_ApacheArrowFeather/component.py
index 08a259a58a4b..659c0573cbf4 100644
--- a/components/contrib/_converters/ApacheParquet/to_ApacheArrowFeather/component.py
+++ b/components/contrib/_converters/ApacheParquet/to_ApacheArrowFeather/component.py
@@ -22,7 +22,7 @@ def convert_apache_parquet_to_apache_arrow_feather(
     convert_apache_parquet_to_apache_arrow_feather_op = create_component_from_func(
         convert_apache_parquet_to_apache_arrow_feather,
         output_component_file='component.yaml',
-        base_image='python:3.7',
+        base_image='python:3.12',
         packages_to_install=['pyarrow==0.17.1', 'pandas==1.0.3'],
         annotations={
             "author": "Alexey Volkov <alexey.volkov@ark-kun.com>",
diff --git a/components/contrib/_converters/ApacheParquet/to_ApacheArrowFeather/component.yaml b/components/contrib/_converters/ApacheParquet/to_ApacheArrowFeather/component.yaml
index 0a0fef6046ee..96a1b360da18 100644
--- a/components/contrib/_converters/ApacheParquet/to_ApacheArrowFeather/component.yaml
+++ b/components/contrib/_converters/ApacheParquet/to_ApacheArrowFeather/component.yaml
@@ -17,7 +17,7 @@ metadata:
     canonical_location: 'https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/_converters/ApacheParquet/to_ApacheArrowFeather/component.yaml'
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - sh
     - -c
diff --git a/components/contrib/_converters/ApacheParquet/to_CSV/component.py b/components/contrib/_converters/ApacheParquet/to_CSV/component.py
index 55fa3e93a12a..61faff50713c 100644
--- a/components/contrib/_converters/ApacheParquet/to_CSV/component.py
+++ b/components/contrib/_converters/ApacheParquet/to_CSV/component.py
@@ -24,7 +24,7 @@ def convert_apache_parquet_to_csv(
     convert_apache_parquet_to_csv_op = create_component_from_func(
         convert_apache_parquet_to_csv,
         output_component_file='component.yaml',
-        base_image='python:3.7',
+        base_image='python:3.12',
         packages_to_install=['pyarrow==0.17.1', 'pandas==1.0.3'],
         annotations={
             "author": "Alexey Volkov <alexey.volkov@ark-kun.com>",
diff --git a/components/contrib/_converters/ApacheParquet/to_CSV/component.yaml b/components/contrib/_converters/ApacheParquet/to_CSV/component.yaml
index 095a0d19e483..7e9e7846b504 100644
--- a/components/contrib/_converters/ApacheParquet/to_CSV/component.yaml
+++ b/components/contrib/_converters/ApacheParquet/to_CSV/component.yaml
@@ -16,7 +16,7 @@ metadata:
     canonical_location: 'https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/_converters/ApacheParquet/to_CSV/component.yaml'
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - sh
     - -c
diff --git a/components/contrib/_converters/ApacheParquet/to_TSV/component.py b/components/contrib/_converters/ApacheParquet/to_TSV/component.py
index 4a09f9b6cc6f..3e1c530e8ab6 100644
--- a/components/contrib/_converters/ApacheParquet/to_TSV/component.py
+++ b/components/contrib/_converters/ApacheParquet/to_TSV/component.py
@@ -25,7 +25,7 @@ def convert_apache_parquet_to_tsv(
     convert_apache_parquet_to_tsv_op = create_component_from_func(
         convert_apache_parquet_to_tsv,
         output_component_file='component.yaml',
-        base_image='python:3.7',
+        base_image='python:3.12',
         packages_to_install=['pyarrow==0.17.1', 'pandas==1.0.3'],
         annotations={
             "author": "Alexey Volkov <alexey.volkov@ark-kun.com>",
diff --git a/components/contrib/_converters/ApacheParquet/to_TSV/component.yaml b/components/contrib/_converters/ApacheParquet/to_TSV/component.yaml
index a213d5d92502..019ecc5ab030 100644
--- a/components/contrib/_converters/ApacheParquet/to_TSV/component.yaml
+++ b/components/contrib/_converters/ApacheParquet/to_TSV/component.yaml
@@ -16,7 +16,7 @@ metadata:
     canonical_location: 'https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/_converters/ApacheParquet/to_TSV/component.yaml'
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - sh
     - -c
diff --git a/components/contrib/arena/docker/Dockerfile b/components/contrib/arena/docker/Dockerfile
index adea6952f74a..4e65d58c923f 100644
--- a/components/contrib/arena/docker/Dockerfile
+++ b/components/contrib/arena/docker/Dockerfile
@@ -18,7 +18,7 @@ RUN curl -o /usr/local/bin/kubectl https://storage.googleapis.com/kubernetes-rel
 
 # FROM python:3.6.8-stretch
 
-FROM python:3.7-alpine3.9 
+FROM python:3.12-alpine3.9 
 
 RUN apk update && \
     apk add --no-cache ca-certificates py-dev python-setuptools wget unzip git bash \
diff --git a/components/contrib/dataset_manipulation/split_data_into_folds/in_CSV/component.py b/components/contrib/dataset_manipulation/split_data_into_folds/in_CSV/component.py
index c9b0ce2e351e..fb1ef60ade8d 100644
--- a/components/contrib/dataset_manipulation/split_data_into_folds/in_CSV/component.py
+++ b/components/contrib/dataset_manipulation/split_data_into_folds/in_CSV/component.py
@@ -80,7 +80,7 @@ def split_table_into_folds(
 if __name__ == '__main__':
     split_table_into_folds_op = create_component_from_func(
         split_table_into_folds,
-        base_image='python:3.7',
+        base_image='python:3.12',
         packages_to_install=['scikit-learn==0.23.1', 'pandas==1.0.5'],
         output_component_file='component.yaml',
         annotations={
diff --git a/components/contrib/dataset_manipulation/split_data_into_folds/in_CSV/component.yaml b/components/contrib/dataset_manipulation/split_data_into_folds/in_CSV/component.yaml
index 274ae0562e09..e2e78be534e2 100644
--- a/components/contrib/dataset_manipulation/split_data_into_folds/in_CSV/component.yaml
+++ b/components/contrib/dataset_manipulation/split_data_into_folds/in_CSV/component.yaml
@@ -39,7 +39,7 @@ outputs:
 - {name: test_5, type: CSV}
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - sh
     - -c
diff --git a/components/contrib/google-cloud/automl/create_dataset_for_tables/component.py b/components/contrib/google-cloud/automl/create_dataset_for_tables/component.py
index 085e84f349fe..ed7e755d59dd 100644
--- a/components/contrib/google-cloud/automl/create_dataset_for_tables/component.py
+++ b/components/contrib/google-cloud/automl/create_dataset_for_tables/component.py
@@ -60,7 +60,7 @@ def automl_create_dataset_for_tables(
     automl_create_dataset_for_tables_op = create_component_from_func(
         automl_create_dataset_for_tables,
         output_component_file='component.yaml',
-        base_image='python:3.7',
+        base_image='python:3.12',
         packages_to_install=['google-cloud-automl==0.4.0'],
         annotations={
             "author": "Alexey Volkov <alexey.volkov@ark-kun.com>",
diff --git a/components/contrib/google-cloud/automl/create_dataset_for_tables/component.yaml b/components/contrib/google-cloud/automl/create_dataset_for_tables/component.yaml
index 4e4f314f0dae..7a2d584488c4 100644
--- a/components/contrib/google-cloud/automl/create_dataset_for_tables/component.yaml
+++ b/components/contrib/google-cloud/automl/create_dataset_for_tables/component.yaml
@@ -21,7 +21,7 @@ metadata:
     canonical_location: 'https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/gcp/automl/create_dataset_for_tables/component.yaml'
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - sh
     - -c
diff --git a/components/contrib/google-cloud/automl/create_model_for_tables/component.py b/components/contrib/google-cloud/automl/create_model_for_tables/component.py
index f4798cb33d68..4b85b042fbf1 100644
--- a/components/contrib/google-cloud/automl/create_model_for_tables/component.py
+++ b/components/contrib/google-cloud/automl/create_model_for_tables/component.py
@@ -62,7 +62,7 @@ def automl_create_model_for_tables(
     automl_create_model_for_tables_op = create_component_from_func(
         automl_create_model_for_tables,
         output_component_file='component.yaml',
-        base_image='python:3.7',
+        base_image='python:3.12',
         packages_to_install=['google-cloud-automl==0.4.0'],
         annotations={
             "author": "Alexey Volkov <alexey.volkov@ark-kun.com>",
diff --git a/components/contrib/google-cloud/automl/create_model_for_tables/component.yaml b/components/contrib/google-cloud/automl/create_model_for_tables/component.yaml
index d14440ad04d7..fbe860b9abc5 100644
--- a/components/contrib/google-cloud/automl/create_model_for_tables/component.yaml
+++ b/components/contrib/google-cloud/automl/create_model_for_tables/component.yaml
@@ -18,7 +18,7 @@ metadata:
     canonical_location: 'https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/gcp/automl/create_model_for_tables/component.yaml'
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - sh
     - -c
diff --git a/components/contrib/google-cloud/automl/export_data_to_gcs/component.py b/components/contrib/google-cloud/automl/export_data_to_gcs/component.py
index f8323b78f35a..626a07e674c2 100644
--- a/components/contrib/google-cloud/automl/export_data_to_gcs/component.py
+++ b/components/contrib/google-cloud/automl/export_data_to_gcs/component.py
@@ -53,7 +53,7 @@ def automl_export_data_to_gcs(
 
     automl_export_data_to_gcs_op = create_component_from_func(
         automl_export_data_to_gcs,
-        output_component_file='component.yaml',base_image='python:3.7',
+        output_component_file='component.yaml',base_image='python:3.12',
         annotations={
             "author": "Alexey Volkov <alexey.volkov@ark-kun.com>",
             "canonical_location": "https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/gcp/automl/export_data_to_gcs/component.yaml",
diff --git a/components/contrib/google-cloud/automl/export_data_to_gcs/component.yaml b/components/contrib/google-cloud/automl/export_data_to_gcs/component.yaml
index 6b83078a6c51..2d26b5d3f6b9 100644
--- a/components/contrib/google-cloud/automl/export_data_to_gcs/component.yaml
+++ b/components/contrib/google-cloud/automl/export_data_to_gcs/component.yaml
@@ -23,7 +23,7 @@ metadata:
     canonical_location: 'https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/gcp/automl/export_data_to_gcs/component.yaml'
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - python3
     - -u
diff --git a/components/contrib/google-cloud/automl/import_data_from_bigquery/component.py b/components/contrib/google-cloud/automl/import_data_from_bigquery/component.py
index 508803a475bb..e54e505a8306 100644
--- a/components/contrib/google-cloud/automl/import_data_from_bigquery/component.py
+++ b/components/contrib/google-cloud/automl/import_data_from_bigquery/component.py
@@ -53,7 +53,7 @@ def automl_import_data_from_bigquery(
     automl_import_data_from_bigquery_op = create_component_from_func(
         automl_import_data_from_bigquery,
         output_component_file='component.yaml',
-        base_image='python:3.7',
+        base_image='python:3.12',
         annotations={
             "author": "Alexey Volkov <alexey.volkov@ark-kun.com>",
             "canonical_location": "https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/gcp/automl/import_data_from_bigquery/component.yaml",
diff --git a/components/contrib/google-cloud/automl/import_data_from_bigquery/component.yaml b/components/contrib/google-cloud/automl/import_data_from_bigquery/component.yaml
index 8da2ee82fd0e..26b63805c707 100644
--- a/components/contrib/google-cloud/automl/import_data_from_bigquery/component.yaml
+++ b/components/contrib/google-cloud/automl/import_data_from_bigquery/component.yaml
@@ -19,7 +19,7 @@ metadata:
     canonical_location: 'https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/gcp/automl/import_data_from_bigquery/component.yaml'
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - python3
     - -u
diff --git a/components/contrib/google-cloud/automl/import_data_from_gcs/component.py b/components/contrib/google-cloud/automl/import_data_from_gcs/component.py
index e24eba764b7c..2d2f4fc70295 100644
--- a/components/contrib/google-cloud/automl/import_data_from_gcs/component.py
+++ b/components/contrib/google-cloud/automl/import_data_from_gcs/component.py
@@ -54,7 +54,7 @@ def automl_import_data_from_gcs(
     automl_import_data_from_gcs_op = create_component_from_func(
         automl_import_data_from_gcs,
         output_component_file='component.yaml',
-        base_image='python:3.7',
+        base_image='python:3.12',
         annotations={
             "author": "Alexey Volkov <alexey.volkov@ark-kun.com>",
             "canonical_location": "https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/gcp/automl/import_data_from_gcs/component.yaml",
diff --git a/components/contrib/google-cloud/automl/import_data_from_gcs/component.yaml b/components/contrib/google-cloud/automl/import_data_from_gcs/component.yaml
index 09a82a457f6b..4c0ece95393b 100644
--- a/components/contrib/google-cloud/automl/import_data_from_gcs/component.yaml
+++ b/components/contrib/google-cloud/automl/import_data_from_gcs/component.yaml
@@ -20,7 +20,7 @@ metadata:
     canonical_location: 'https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/gcp/automl/import_data_from_gcs/component.yaml'
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - python3
     - -u
diff --git a/components/contrib/google-cloud/automl/prediction_service_batch_predict/component.py b/components/contrib/google-cloud/automl/prediction_service_batch_predict/component.py
index b2d9d34dc02e..30f7bf5f98a8 100644
--- a/components/contrib/google-cloud/automl/prediction_service_batch_predict/component.py
+++ b/components/contrib/google-cloud/automl/prediction_service_batch_predict/component.py
@@ -70,7 +70,7 @@ def automl_prediction_service_batch_predict(
     automl_prediction_service_batch_predict_op = create_component_from_func(
         automl_prediction_service_batch_predict,
         output_component_file='component.yaml',
-        base_image='python:3.7',
+        base_image='python:3.12',
         annotations={
             "author": "Alexey Volkov <alexey.volkov@ark-kun.com>",
             "canonical_location": "https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/gcp/automl/prediction_service_batch_predict/component.yaml",
diff --git a/components/contrib/google-cloud/automl/prediction_service_batch_predict/component.yaml b/components/contrib/google-cloud/automl/prediction_service_batch_predict/component.yaml
index fb7d8133f671..bb95cef41ed8 100644
--- a/components/contrib/google-cloud/automl/prediction_service_batch_predict/component.yaml
+++ b/components/contrib/google-cloud/automl/prediction_service_batch_predict/component.yaml
@@ -33,7 +33,7 @@ metadata:
     canonical_location: 'https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/gcp/automl/prediction_service_batch_predict/component.yaml'
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - python3
     - -u
diff --git a/components/contrib/google-cloud/automl/split_dataset_table_column_names/component.py b/components/contrib/google-cloud/automl/split_dataset_table_column_names/component.py
index 582aa5e8400d..ac0398f0b912 100644
--- a/components/contrib/google-cloud/automl/split_dataset_table_column_names/component.py
+++ b/components/contrib/google-cloud/automl/split_dataset_table_column_names/component.py
@@ -51,7 +51,7 @@ def automl_split_dataset_table_column_names(
     automl_split_dataset_table_column_names_op = create_component_from_func(
         automl_split_dataset_table_column_names,
         output_component_file='component.yaml',
-        base_image='python:3.7',
+        base_image='python:3.12',
         annotations={
             "author": "Alexey Volkov <alexey.volkov@ark-kun.com>",
             "canonical_location": "https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/gcp/automl/split_dataset_table_column_names/component.yaml",
diff --git a/components/contrib/google-cloud/automl/split_dataset_table_column_names/component.yaml b/components/contrib/google-cloud/automl/split_dataset_table_column_names/component.yaml
index 05939a3f8b01..4ae555f9a66c 100644
--- a/components/contrib/google-cloud/automl/split_dataset_table_column_names/component.yaml
+++ b/components/contrib/google-cloud/automl/split_dataset_table_column_names/component.yaml
@@ -19,7 +19,7 @@ metadata:
     canonical_location: 'https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/gcp/automl/split_dataset_table_column_names/component.yaml'
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - python3
     - -u
diff --git a/components/contrib/ml_metrics/Aggregate_regression_metrics/component.py b/components/contrib/ml_metrics/Aggregate_regression_metrics/component.py
index aae1b88a9bba..507d2c3ccd83 100644
--- a/components/contrib/ml_metrics/Aggregate_regression_metrics/component.py
+++ b/components/contrib/ml_metrics/Aggregate_regression_metrics/component.py
@@ -51,7 +51,7 @@ def aggregate_regression_metrics(
     aggregate_regression_metrics_op = create_component_from_func(
         aggregate_regression_metrics,
         output_component_file='component.yaml',
-        base_image='python:3.7',
+        base_image='python:3.12',
         annotations={
             "author": "Alexey Volkov <alexey.volkov@ark-kun.com>",
             "canonical_location": "https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/ml_metrics/Aggregate_regression_metrics/component.yaml",
diff --git a/components/contrib/ml_metrics/Aggregate_regression_metrics/component.yaml b/components/contrib/ml_metrics/Aggregate_regression_metrics/component.yaml
index 35853a962340..bae6d986c674 100644
--- a/components/contrib/ml_metrics/Aggregate_regression_metrics/component.yaml
+++ b/components/contrib/ml_metrics/Aggregate_regression_metrics/component.yaml
@@ -23,7 +23,7 @@ metadata:
     canonical_location: 'https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/ml_metrics/Aggregate_regression_metrics/component.yaml'
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - python3
     - -u
diff --git a/components/contrib/ml_metrics/Calculate_classification_metrics/_samples/sample_pipleine.py b/components/contrib/ml_metrics/Calculate_classification_metrics/_samples/sample_pipleine.py
index 19cfe8604521..d8d512e4cfbb 100644
--- a/components/contrib/ml_metrics/Calculate_classification_metrics/_samples/sample_pipleine.py
+++ b/components/contrib/ml_metrics/Calculate_classification_metrics/_samples/sample_pipleine.py
@@ -24,7 +24,7 @@ def convert_values_to_int(text_path: InputPath('Text'),
 
 convert_values_to_int_op = create_component_from_func(
     func=convert_values_to_int,
-    base_image='python:3.7',
+    base_image='python:3.12',
     packages_to_install=['pandas==1.1'],
 )
 
diff --git a/components/contrib/ml_metrics/Calculate_classification_metrics/from_CSV/component.py b/components/contrib/ml_metrics/Calculate_classification_metrics/from_CSV/component.py
index e9e1bc83bbc2..69179900ab5e 100644
--- a/components/contrib/ml_metrics/Calculate_classification_metrics/from_CSV/component.py
+++ b/components/contrib/ml_metrics/Calculate_classification_metrics/from_CSV/component.py
@@ -70,6 +70,6 @@ def calculate_classification_metrics_from_csv(
     calculate_regression_metrics_from_csv_op = create_component_from_func(
         calculate_classification_metrics_from_csv,
         output_component_file='component.yaml',
-        base_image='python:3.7',
+        base_image='python:3.12',
         packages_to_install=['numpy==1.19.0', 'scikit-learn==0.23.2']
     )
diff --git a/components/contrib/ml_metrics/Calculate_classification_metrics/from_CSV/component.yaml b/components/contrib/ml_metrics/Calculate_classification_metrics/from_CSV/component.yaml
index 7cbbfa32340d..9646ebc66245 100644
--- a/components/contrib/ml_metrics/Calculate_classification_metrics/from_CSV/component.yaml
+++ b/components/contrib/ml_metrics/Calculate_classification_metrics/from_CSV/component.yaml
@@ -16,7 +16,7 @@ outputs:
 - {name: accuracy, type: Float}
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - sh
     - -c
diff --git a/components/contrib/ml_metrics/Calculate_regression_metrics/from_CSV/component.py b/components/contrib/ml_metrics/Calculate_regression_metrics/from_CSV/component.py
index dcb57dce0106..6d64e9f01ce2 100644
--- a/components/contrib/ml_metrics/Calculate_regression_metrics/from_CSV/component.py
+++ b/components/contrib/ml_metrics/Calculate_regression_metrics/from_CSV/component.py
@@ -61,7 +61,7 @@ def calculate_regression_metrics_from_csv(
     calculate_regression_metrics_from_csv_op = create_component_from_func(
         calculate_regression_metrics_from_csv,
         output_component_file='component.yaml',
-        base_image='python:3.7',
+        base_image='python:3.12',
         packages_to_install=['numpy==1.19.0'],
         annotations={
             "author": "Alexey Volkov <alexey.volkov@ark-kun.com>",
diff --git a/components/contrib/ml_metrics/Calculate_regression_metrics/from_CSV/component.yaml b/components/contrib/ml_metrics/Calculate_regression_metrics/from_CSV/component.yaml
index 602405cf850b..679c61f08b9e 100644
--- a/components/contrib/ml_metrics/Calculate_regression_metrics/from_CSV/component.yaml
+++ b/components/contrib/ml_metrics/Calculate_regression_metrics/from_CSV/component.yaml
@@ -20,7 +20,7 @@ outputs:
 - {name: metrics, type: JsonObject}
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - sh
     - -c
diff --git a/components/contrib/notebooks/Run_notebook_using_papermill/component.yaml b/components/contrib/notebooks/Run_notebook_using_papermill/component.yaml
index d1b08c93d252..e82a6e81ef08 100644
--- a/components/contrib/notebooks/Run_notebook_using_papermill/component.yaml
+++ b/components/contrib/notebooks/Run_notebook_using_papermill/component.yaml
@@ -16,7 +16,7 @@ metadata:
     canonical_location: 'https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/notebooks/Run_notebook_using_papermill/component.yaml'
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - sh
     - -exc
diff --git a/components/contrib/pandas/Transform_DataFrame/in_ApacheParquet_format/component.py b/components/contrib/pandas/Transform_DataFrame/in_ApacheParquet_format/component.py
index 4c44233f696b..960a24e144d7 100644
--- a/components/contrib/pandas/Transform_DataFrame/in_ApacheParquet_format/component.py
+++ b/components/contrib/pandas/Transform_DataFrame/in_ApacheParquet_format/component.py
@@ -35,7 +35,7 @@ def Pandas_Transform_DataFrame_in_ApacheParquet_format(
     Pandas_Transform_DataFrame_in_ApacheParquet_format_op = create_component_from_func(
         Pandas_Transform_DataFrame_in_ApacheParquet_format,
         output_component_file='component.yaml',
-        base_image='python:3.7',
+        base_image='python:3.12',
         packages_to_install=[
             'pandas==1.0.4',
             'pyarrow==0.14.1',
diff --git a/components/contrib/pandas/Transform_DataFrame/in_ApacheParquet_format/component.yaml b/components/contrib/pandas/Transform_DataFrame/in_ApacheParquet_format/component.yaml
index 364f6273e4fa..9f665350ea87 100644
--- a/components/contrib/pandas/Transform_DataFrame/in_ApacheParquet_format/component.yaml
+++ b/components/contrib/pandas/Transform_DataFrame/in_ApacheParquet_format/component.yaml
@@ -27,7 +27,7 @@ metadata:
     canonical_location: 'https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/pandas/Transform_DataFrame/in_ApacheParquet_format/component.yaml'
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - sh
     - -c
diff --git a/components/contrib/pandas/Transform_DataFrame/in_CSV_format/component.py b/components/contrib/pandas/Transform_DataFrame/in_CSV_format/component.py
index 666351731e92..f3f2a92f7442 100644
--- a/components/contrib/pandas/Transform_DataFrame/in_CSV_format/component.py
+++ b/components/contrib/pandas/Transform_DataFrame/in_CSV_format/component.py
@@ -40,7 +40,7 @@ def Pandas_Transform_DataFrame_in_CSV_format(
     Pandas_Transform_DataFrame_in_CSV_format_op = create_component_from_func(
         Pandas_Transform_DataFrame_in_CSV_format,
         output_component_file='component.yaml',
-        base_image='python:3.7',
+        base_image='python:3.12',
         packages_to_install=[
             'pandas==1.0.4',
         ],
diff --git a/components/contrib/pandas/Transform_DataFrame/in_CSV_format/component.yaml b/components/contrib/pandas/Transform_DataFrame/in_CSV_format/component.yaml
index 8520bb3a573e..6d223227251f 100644
--- a/components/contrib/pandas/Transform_DataFrame/in_CSV_format/component.yaml
+++ b/components/contrib/pandas/Transform_DataFrame/in_CSV_format/component.yaml
@@ -27,7 +27,7 @@ metadata:
     canonical_location: 'https://raw.githubusercontent.com/Ark-kun/pipeline_components/master/components/pandas/Transform_DataFrame/in_CSV_format/component.yaml'
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - sh
     - -c
diff --git a/components/contrib/presto/query/Dockerfile b/components/contrib/presto/query/Dockerfile
index 85ebd0a90917..9a62be2dada9 100644
--- a/components/contrib/presto/query/Dockerfile
+++ b/components/contrib/presto/query/Dockerfile
@@ -10,7 +10,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-FROM python:3.7
+FROM python:3.12
 
 COPY requirements.txt .
 RUN python3 -m pip install -r \
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 056bca0d92d1..8ffdbcc83ed8 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
@@ -2954,7 +2954,7 @@ deploymentSpec:
           \    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: python:3.7
+        image: python:3.12
     exec-model-batch-predict:
       container:
         args:
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 7b6890aa39d5..d9b2f050c514 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
@@ -3354,7 +3354,7 @@ deploymentSpec:
           \      # specs from user input and the default booster parameter specs.\n\
           \      override_param['conditional_parameter_specs'] = booster_param_specs\n\
           \n  return study_spec_parameters\n\n"
-        image: python:3.7
+        image: python:3.12
     exec-model-batch-predict:
       container:
         args:
diff --git a/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/deprecated/default_pipeline.json b/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/deprecated/default_pipeline.json
index 5133d9cf2e8b..54b8ab18f424 100644
--- a/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/deprecated/default_pipeline.json
+++ b/components/google-cloud/google_cloud_pipeline_components/v1/automl/tabular/deprecated/default_pipeline.json
@@ -6695,7 +6695,7 @@
               "program_path=$(mktemp)\nprintf \"%s\" \"$0\" > \"$program_path\"\npython3 -u \"$program_path\" \"$@\"\n",
               "def _bool_identity(value):\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\ndef _deserialize_bool(s) -> bool:\n    from distutils.util import strtobool\n    return strtobool(s) == 1\n\ndef _serialize_str(str_value: str) -> str:\n    if not isinstance(str_value, str):\n        raise TypeError('Value \"{}\" has type \"{}\" instead of str.'.format(\n            str(str_value), str(type(str_value))))\n    return str_value\n\nimport argparse\n_parser = argparse.ArgumentParser(prog='Bool identity', description='Returns boolean value.')\n_parser.add_argument(\"--value\", dest=\"value\", type=_deserialize_bool, required=True, default=argparse.SUPPRESS)\n_parser.add_argument(\"----output-paths\", dest=\"_output_paths\", type=str, nargs=1)\n_parsed_args = vars(_parser.parse_args())\n_output_files = _parsed_args.pop(\"_output_paths\", [])\n\n_outputs = _bool_identity(**_parsed_args)\n\n_outputs = [_outputs]\n\n_output_serializers = [\n    _serialize_str,\n\n]\n\nimport os\nfor idx, output_file in enumerate(_output_files):\n    try:\n        os.makedirs(os.path.dirname(output_file))\n    except OSError:\n        pass\n    with open(output_file, 'w') as f:\n        f.write(_output_serializers[idx](_outputs[idx]))\n"
             ],
-            "image": "python:3.7-slim"
+            "image": "python:3.12-slim"
           }
         },
         "exec-bool-identity-2": {
@@ -6712,7 +6712,7 @@
               "program_path=$(mktemp)\nprintf \"%s\" \"$0\" > \"$program_path\"\npython3 -u \"$program_path\" \"$@\"\n",
               "def _bool_identity(value):\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\ndef _deserialize_bool(s) -> bool:\n    from distutils.util import strtobool\n    return strtobool(s) == 1\n\ndef _serialize_str(str_value: str) -> str:\n    if not isinstance(str_value, str):\n        raise TypeError('Value \"{}\" has type \"{}\" instead of str.'.format(\n            str(str_value), str(type(str_value))))\n    return str_value\n\nimport argparse\n_parser = argparse.ArgumentParser(prog='Bool identity', description='Returns boolean value.')\n_parser.add_argument(\"--value\", dest=\"value\", type=_deserialize_bool, required=True, default=argparse.SUPPRESS)\n_parser.add_argument(\"----output-paths\", dest=\"_output_paths\", type=str, nargs=1)\n_parsed_args = vars(_parser.parse_args())\n_output_files = _parsed_args.pop(\"_output_paths\", [])\n\n_outputs = _bool_identity(**_parsed_args)\n\n_outputs = [_outputs]\n\n_output_serializers = [\n    _serialize_str,\n\n]\n\nimport os\nfor idx, output_file in enumerate(_output_files):\n    try:\n        os.makedirs(os.path.dirname(output_file))\n    except OSError:\n        pass\n    with open(output_file, 'w') as f:\n        f.write(_output_serializers[idx](_outputs[idx]))\n"
             ],
-            "image": "python:3.7-slim"
+            "image": "python:3.12-slim"
           }
         },
         "exec-merge-materialized-splits": {
@@ -6731,7 +6731,7 @@
               "program_path=$(mktemp)\nprintf \"%s\" \"$0\" > \"$program_path\"\npython3 -u \"$program_path\" \"$@\"\n",
               "def _make_parent_dirs_and_return_path(file_path: str):\n    import os\n    os.makedirs(os.path.dirname(file_path), exist_ok=True)\n    return file_path\n\ndef _merge_materialized_splits(\n    split_0,\n    split_1,\n    splits,\n):\n  \"\"\"Merge two materialized splits.\n\n  Args:\n    split_0: The first materialized split.\n    split_1: The second materialized split.\n    splits: The merged materialized split.\n  \"\"\"\n  with open(split_0, '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\nimport argparse\n_parser = argparse.ArgumentParser(prog='Merge materialized splits', description='Merge two materialized splits.')\n_parser.add_argument(\"--split-0\", dest=\"split_0\", type=str, required=True, default=argparse.SUPPRESS)\n_parser.add_argument(\"--split-1\", dest=\"split_1\", type=str, required=True, default=argparse.SUPPRESS)\n_parser.add_argument(\"--splits\", dest=\"splits\", type=_make_parent_dirs_and_return_path, required=True, default=argparse.SUPPRESS)\n_parsed_args = vars(_parser.parse_args())\n\n_outputs = _merge_materialized_splits(**_parsed_args)\n"
             ],
-            "image": "python:3.7-slim"
+            "image": "python:3.12-slim"
           }
         },
         "exec-model-batch-explanation": {
@@ -7355,7 +7355,7 @@
               "program_path=$(mktemp)\nprintf \"%s\" \"$0\" > \"$program_path\"\npython3 -u \"$program_path\" \"$@\"\n",
               "def _read_input_uri(split_uri):\n  \"\"\"Construct Dataset based on the batch prediction job.\n\n  Args:\n    split_uri: Tbe path to the file that contains Dataset data.\n\n  Returns:\n    The list of string that represents the batch prediction input files.\n  \"\"\"\n  # pylint: disable=g-import-not-at-top,import-outside-toplevel,redefined-outer-name,reimported\n  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\ndef _serialize_json(obj) -> str:\n    if isinstance(obj, str):\n        return obj\n    import json\n\n    def default_serializer(obj):\n        if hasattr(obj, 'to_struct'):\n            return obj.to_struct()\n        else:\n            raise TypeError(\n                \"Object of type '%s' is not JSON serializable and does not have .to_struct() method.\"\n                % obj.__class__.__name__)\n\n    return json.dumps(obj, default=default_serializer, sort_keys=True)\n\nimport argparse\n_parser = argparse.ArgumentParser(prog='Read input uri', description='Construct Dataset based on the batch prediction job.')\n_parser.add_argument(\"--split-uri\", dest=\"split_uri\", type=str, required=True, default=argparse.SUPPRESS)\n_parser.add_argument(\"----output-paths\", dest=\"_output_paths\", type=str, nargs=1)\n_parsed_args = vars(_parser.parse_args())\n_output_files = _parsed_args.pop(\"_output_paths\", [])\n\n_outputs = _read_input_uri(**_parsed_args)\n\n_outputs = [_outputs]\n\n_output_serializers = [\n    _serialize_json,\n\n]\n\nimport os\nfor idx, output_file in enumerate(_output_files):\n    try:\n        os.makedirs(os.path.dirname(output_file))\n    except OSError:\n        pass\n    with open(output_file, 'w') as f:\n        f.write(_output_serializers[idx](_outputs[idx]))\n"
             ],
-            "image": "python:3.7-slim"
+            "image": "python:3.12-slim"
           }
         },
         "exec-read-input-uri-2": {
@@ -7372,7 +7372,7 @@
               "program_path=$(mktemp)\nprintf \"%s\" \"$0\" > \"$program_path\"\npython3 -u \"$program_path\" \"$@\"\n",
               "def _read_input_uri(split_uri):\n  \"\"\"Construct Dataset based on the batch prediction job.\n\n  Args:\n    split_uri: Tbe path to the file that contains Dataset data.\n\n  Returns:\n    The list of string that represents the batch prediction input files.\n  \"\"\"\n  # pylint: disable=g-import-not-at-top,import-outside-toplevel,redefined-outer-name,reimported\n  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\ndef _serialize_json(obj) -> str:\n    if isinstance(obj, str):\n        return obj\n    import json\n\n    def default_serializer(obj):\n        if hasattr(obj, 'to_struct'):\n            return obj.to_struct()\n        else:\n            raise TypeError(\n                \"Object of type '%s' is not JSON serializable and does not have .to_struct() method.\"\n                % obj.__class__.__name__)\n\n    return json.dumps(obj, default=default_serializer, sort_keys=True)\n\nimport argparse\n_parser = argparse.ArgumentParser(prog='Read input uri', description='Construct Dataset based on the batch prediction job.')\n_parser.add_argument(\"--split-uri\", dest=\"split_uri\", type=str, required=True, default=argparse.SUPPRESS)\n_parser.add_argument(\"----output-paths\", dest=\"_output_paths\", type=str, nargs=1)\n_parsed_args = vars(_parser.parse_args())\n_output_files = _parsed_args.pop(\"_output_paths\", [])\n\n_outputs = _read_input_uri(**_parsed_args)\n\n_outputs = [_outputs]\n\n_output_serializers = [\n    _serialize_json,\n\n]\n\nimport os\nfor idx, output_file in enumerate(_output_files):\n    try:\n        os.makedirs(os.path.dirname(output_file))\n    except OSError:\n        pass\n    with open(output_file, 'w') as f:\n        f.write(_output_serializers[idx](_outputs[idx]))\n"
             ],
-            "image": "python:3.7-slim"
+            "image": "python:3.12-slim"
           }
         },
         "exec-set-model-can-skip-validation": {
diff --git a/components/local/base/Dockerfile b/components/local/base/Dockerfile
index 7bfe0552fe69..455c9c32c20b 100644
--- a/components/local/base/Dockerfile
+++ b/components/local/base/Dockerfile
@@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-FROM python:3.7
+FROM python:3.12
 
 COPY requirements.txt .
 RUN python3 -m pip install -r \
diff --git a/hack/update-requirements.sh b/hack/update-requirements.sh
index d7879ab26a44..c59a1dbd07a9 100755
--- a/hack/update-requirements.sh
+++ b/hack/update-requirements.sh
@@ -16,7 +16,7 @@
 # Usage: ./update_requirements.sh <requirements.in >requirements.txt
 
 set -euo pipefail
-IMAGE=${1:-"python:3.7"}
+IMAGE=${1:-"python:3.12"}
 docker run -i --rm  --entrypoint "" "$IMAGE" sh -c '
   python3 -m pip install pip setuptools --quiet --upgrade
   python3 -m pip install pip-tools==6.14.0 --quiet
diff --git a/manifests/kustomize/base/installs/multi-user/pipelines-profile-controller/deployment.yaml b/manifests/kustomize/base/installs/multi-user/pipelines-profile-controller/deployment.yaml
index 99dd9e21c61a..4c2e760819dd 100644
--- a/manifests/kustomize/base/installs/multi-user/pipelines-profile-controller/deployment.yaml
+++ b/manifests/kustomize/base/installs/multi-user/pipelines-profile-controller/deployment.yaml
@@ -11,7 +11,7 @@ spec:
     spec:
       containers:
       - name: profile-controller
-        image: python:3.7
+        image: python:3.12
         command: ["python", "/hooks/sync.py"]
         envFrom:
         - configMapRef:
diff --git a/samples/contrib/versioned-pipeline-ci-samples/helloworld-ci-sample/cloudbuild.yaml b/samples/contrib/versioned-pipeline-ci-samples/helloworld-ci-sample/cloudbuild.yaml
index 7a0c7b503c31..490f9a015149 100644
--- a/samples/contrib/versioned-pipeline-ci-samples/helloworld-ci-sample/cloudbuild.yaml
+++ b/samples/contrib/versioned-pipeline-ci-samples/helloworld-ci-sample/cloudbuild.yaml
@@ -12,7 +12,7 @@ steps:
         "${_CODE_PATH}/helloworld",
       ]
     id: "BuildImages"
-  - name: "python:3.7-slim"
+  - name: "python:3.12-slim"
     entrypoint: "/bin/sh"
     args: [
         "-c",
diff --git a/samples/contrib/versioned-pipeline-ci-samples/kaggle-ci-sample/cloudbuild.yaml b/samples/contrib/versioned-pipeline-ci-samples/kaggle-ci-sample/cloudbuild.yaml
index 665ce878b2e5..9c9dc59e05de 100644
--- a/samples/contrib/versioned-pipeline-ci-samples/kaggle-ci-sample/cloudbuild.yaml
+++ b/samples/contrib/versioned-pipeline-ci-samples/kaggle-ci-sample/cloudbuild.yaml
@@ -114,7 +114,7 @@ steps:
     id: "PushSubmitImage"
     waitFor: ["BuildSubmitImage"]
 
-  - name: "python:3.7-slim"
+  - name: "python:3.12-slim"
     entrypoint: "/bin/sh"
     args: [
         "-c",
diff --git a/samples/contrib/versioned-pipeline-ci-samples/kaggle-ci-sample/download_dataset/Dockerfile b/samples/contrib/versioned-pipeline-ci-samples/kaggle-ci-sample/download_dataset/Dockerfile
index fcfaa1ed722c..23a5c38b175b 100644
--- a/samples/contrib/versioned-pipeline-ci-samples/kaggle-ci-sample/download_dataset/Dockerfile
+++ b/samples/contrib/versioned-pipeline-ci-samples/kaggle-ci-sample/download_dataset/Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.7
+FROM python:3.12
 ENV KAGGLE_USERNAME=[YOUR KAGGLE USERNAME] \
     KAGGLE_KEY=[YOUR KAGGLE KEY]
 COPY requirements.txt .
diff --git a/samples/contrib/versioned-pipeline-ci-samples/kaggle-ci-sample/submit_result/Dockerfile b/samples/contrib/versioned-pipeline-ci-samples/kaggle-ci-sample/submit_result/Dockerfile
index 69dd18958006..9ab0c39d1210 100644
--- a/samples/contrib/versioned-pipeline-ci-samples/kaggle-ci-sample/submit_result/Dockerfile
+++ b/samples/contrib/versioned-pipeline-ci-samples/kaggle-ci-sample/submit_result/Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.7
+FROM python:3.12
 ENV KAGGLE_USERNAME=[YOUR KAGGLE USERNAME] \
     KAGGLE_KEY=[YOUR KAGGLE KEY]
 COPY requirements.txt .
diff --git a/samples/contrib/versioned-pipeline-ci-samples/kaggle-ci-sample/train_model/Dockerfile b/samples/contrib/versioned-pipeline-ci-samples/kaggle-ci-sample/train_model/Dockerfile
index efcc30306b3c..9b0fc61af2d1 100644
--- a/samples/contrib/versioned-pipeline-ci-samples/kaggle-ci-sample/train_model/Dockerfile
+++ b/samples/contrib/versioned-pipeline-ci-samples/kaggle-ci-sample/train_model/Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.7
+FROM python:3.12
 COPY ./train.py .
 COPY requirements.txt .
 RUN python3 -m pip install -r \
diff --git a/samples/contrib/versioned-pipeline-ci-samples/kaggle-ci-sample/visualize_table/Dockerfile b/samples/contrib/versioned-pipeline-ci-samples/kaggle-ci-sample/visualize_table/Dockerfile
index c839d1504edf..fcb047376b0f 100644
--- a/samples/contrib/versioned-pipeline-ci-samples/kaggle-ci-sample/visualize_table/Dockerfile
+++ b/samples/contrib/versioned-pipeline-ci-samples/kaggle-ci-sample/visualize_table/Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.7
+FROM python:3.12
 COPY requirements.txt .
 RUN python3 -m pip install -r \
     requirements.txt --quiet --no-cache-dir \
diff --git a/samples/contrib/versioned-pipeline-ci-samples/mnist-ci-sample/cloudbuild.yaml b/samples/contrib/versioned-pipeline-ci-samples/mnist-ci-sample/cloudbuild.yaml
index 07931245d3c8..fd8f7df1bef6 100644
--- a/samples/contrib/versioned-pipeline-ci-samples/mnist-ci-sample/cloudbuild.yaml
+++ b/samples/contrib/versioned-pipeline-ci-samples/mnist-ci-sample/cloudbuild.yaml
@@ -45,7 +45,7 @@ steps:
     id: "MnistPushSecondImage"
     waitFor: ["MnistBuildSecondImage"]
 
-  - name: "python:3.7-slim"
+  - name: "python:3.12-slim"
     entrypoint: "/bin/sh"
     args: [
         "-c",
diff --git a/samples/contrib/versioned-pipeline-ci-samples/mnist-ci-sample/tensorboard/Dockerfile b/samples/contrib/versioned-pipeline-ci-samples/mnist-ci-sample/tensorboard/Dockerfile
index 5948e2e0a8d2..5418bc0f85f5 100644
--- a/samples/contrib/versioned-pipeline-ci-samples/mnist-ci-sample/tensorboard/Dockerfile
+++ b/samples/contrib/versioned-pipeline-ci-samples/mnist-ci-sample/tensorboard/Dockerfile
@@ -1,3 +1,3 @@
-FROM python:3.7-slim
+FROM python:3.12-slim
 COPY tensorboard.py .
 CMD ["python", "./tensorboard.py"]
\ No newline at end of file
diff --git a/samples/core/secret/secret.py b/samples/core/secret/secret.py
index b05df81cb8fa..ed91a9984d8e 100644
--- a/samples/core/secret/secret.py
+++ b/samples/core/secret/secret.py
@@ -42,7 +42,7 @@
 
 # Accessing GCS using the Google Cloud Python library
 @dsl.component(
-    base_image='python:3.7', 
+    base_image='python:3.12', 
     packages_to_install=['google-cloud-storage==1.31.2']
 )
 def gcs_list_buckets():
diff --git a/samples/v2/pipeline_container_no_input.py b/samples/v2/pipeline_container_no_input.py
index d9e7c24c5c5f..1c9014972097 100644
--- a/samples/v2/pipeline_container_no_input.py
+++ b/samples/v2/pipeline_container_no_input.py
@@ -20,7 +20,7 @@
 @dsl.container_component
 def container_no_input():
     return dsl.ContainerSpec(
-        image='python:3.7',
+        image='python:3.12',
         command=['echo', 'hello world'],
         args=[],
     )
diff --git a/sdk/python/kfp/cli/compile_test.py b/sdk/python/kfp/cli/compile_test.py
index cf7169863eec..e31587fed931 100644
--- a/sdk/python/kfp/cli/compile_test.py
+++ b/sdk/python/kfp/cli/compile_test.py
@@ -29,7 +29,7 @@ def my_comp():
         @dsl.container_component
         def my_container_comp():
             return dsl.ContainerSpec(
-                image='python:3.7',
+                image='python:3.12',
                 command=['echo', 'hello world'],
                 args=[],
             )
@@ -55,7 +55,7 @@ def my_comp():
         @dsl.container_component
         def my_container_comp():
             return dsl.ContainerSpec(
-                image='python:3.7',
+                image='python:3.12',
                 command=['echo', 'hello world'],
                 args=[],
             )
diff --git a/sdk/python/kfp/compiler/compiler_test.py b/sdk/python/kfp/compiler/compiler_test.py
index d417d9eec199..e52997647126 100644
--- a/sdk/python/kfp/compiler/compiler_test.py
+++ b/sdk/python/kfp/compiler/compiler_test.py
@@ -696,7 +696,7 @@ def test_use_task_final_status_in_non_exit_op_yaml(self):
 - {name: message, type: PipelineTaskFinalStatus}
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - echo
     - {inputValue: message}
@@ -1172,7 +1172,7 @@ def test_compile_container_component_simple(self):
         def hello_world_container() -> dsl.ContainerSpec:
             """Hello world component."""
             return dsl.ContainerSpec(
-                image='python:3.7',
+                image='python:3.12',
                 command=['echo', 'hello world'],
                 args=[],
             )
@@ -1195,7 +1195,7 @@ def test_compile_container_with_simple_io(self):
         @dsl.container_component
         def container_simple_io(text: str, output_path: dsl.OutputPath(str)):
             return dsl.ContainerSpec(
-                image='python:3.7',
+                image='python:3.12',
                 command=['my_program', text],
                 args=['--output_path', output_path])
 
@@ -2243,7 +2243,7 @@ def my_component(string: str, model: bool) -> str:
         def my_container_component(text: str, output_path: OutputPath(str)):
             """component description."""
             return ContainerSpec(
-                image='python:3.7',
+                image='python:3.12',
                 command=['my_program', text],
                 args=['--output_path', output_path])
 
diff --git a/sdk/python/kfp/components/load_yaml_utilities_test.py b/sdk/python/kfp/components/load_yaml_utilities_test.py
index 55ba29cf575c..40a1e6f54db5 100644
--- a/sdk/python/kfp/components/load_yaml_utilities_test.py
+++ b/sdk/python/kfp/components/load_yaml_utilities_test.py
@@ -121,7 +121,7 @@ def test_load_component_from_url(self):
         self.assertEqual(component.name, 'identity')
         self.assertEqual(
             component.component_spec.implementation.container.image,
-            'python:3.7')
+            'python:3.12')
 
 
 if __name__ == '__main__':
diff --git a/sdk/python/kfp/deprecated/cli/components_test.py b/sdk/python/kfp/deprecated/cli/components_test.py
index 5eda0cc43ef5..e64a78f77509 100644
--- a/sdk/python/kfp/deprecated/cli/components_test.py
+++ b/sdk/python/kfp/deprecated/cli/components_test.py
@@ -404,7 +404,7 @@ def testDockerfileIsCreatedCorrectly(self):
             textwrap.dedent('''\
                 # Generated by KFP.
 
-                FROM python:3.7
+                FROM python:3.12
 
                 WORKDIR /usr/local/src/kfp/components
                 COPY requirements.txt requirements.txt
@@ -447,7 +447,7 @@ def testExistingDockerfileCanBeOverwritten(self):
             textwrap.dedent('''\
                 # Generated by KFP.
 
-                FROM python:3.7
+                FROM python:3.12
 
                 WORKDIR /usr/local/src/kfp/components
                 COPY requirements.txt requirements.txt
@@ -477,7 +477,7 @@ def testDockerfileCanContainCustomKFPPackage(self):
             textwrap.dedent('''\
                 # Generated by KFP.
 
-                FROM python:3.7
+                FROM python:3.12
 
                 WORKDIR /usr/local/src/kfp/components
                 COPY requirements.txt requirements.txt
diff --git a/sdk/python/kfp/deprecated/compiler/testdata/v2_compatible_two_step_pipeline.yaml b/sdk/python/kfp/deprecated/compiler/testdata/v2_compatible_two_step_pipeline.yaml
index 57809640aa8f..e503632ca374 100644
--- a/sdk/python/kfp/deprecated/compiler/testdata/v2_compatible_two_step_pipeline.yaml
+++ b/sdk/python/kfp/deprecated/compiler/testdata/v2_compatible_two_step_pipeline.yaml
@@ -101,7 +101,7 @@ spec:
       - name: ENABLE_CACHING
         valueFrom:
           fieldRef: {fieldPath: 'metadata.labels[''pipelines.kubeflow.org/enable_caching'']'}
-      - {name: KFP_V2_IMAGE, value: 'python:3.7'}
+      - {name: KFP_V2_IMAGE, value: 'python:3.12'}
       - {name: KFP_V2_RUNTIME_INFO, value: '{"inputParameters": {"some_int": {"type":
           "NUMBER_INTEGER"}, "uri": {"type": "STRING"}}, "inputArtifacts": {}, "outputParameters":
           {"output_parameter_one": {"type": "NUMBER_INTEGER", "path": "/tmp/outputs/output_parameter_one/data"}},
@@ -109,7 +109,7 @@ spec:
           "instanceSchema": "", "schemaVersion": "0.0.1", "metadataPath": "/tmp/outputs/output_dataset_one/data"}}}'}
       envFrom:
       - configMapRef: {name: metadata-grpc-configmap, optional: true}
-      image: python:3.7
+      image: python:3.12
       volumeMounts:
       - {mountPath: /kfp-launcher, name: kfp-launcher}
     inputs:
@@ -208,7 +208,7 @@ spec:
       - name: ENABLE_CACHING
         valueFrom:
           fieldRef: {fieldPath: 'metadata.labels[''pipelines.kubeflow.org/enable_caching'']'}
-      - {name: KFP_V2_IMAGE, value: 'python:3.7'}
+      - {name: KFP_V2_IMAGE, value: 'python:3.12'}
       - {name: KFP_V2_RUNTIME_INFO, value: '{"inputParameters": {"num_steps": {"type":
           "NUMBER_INTEGER"}}, "inputArtifacts": {"dataset": {"metadataPath": "/tmp/inputs/dataset/data",
           "schemaTitle": "system.Dataset", "instanceSchema": "", "schemaVersion":
@@ -217,7 +217,7 @@ spec:
           "/tmp/outputs/model/data"}}}'}
       envFrom:
       - configMapRef: {name: metadata-grpc-configmap, optional: true}
-      image: python:3.7
+      image: python:3.12
       volumeMounts:
       - {mountPath: /kfp-launcher, name: kfp-launcher}
     inputs:
diff --git a/sdk/python/kfp/deprecated/compiler/testdata/v2_compatible_two_step_pipeline_with_custom_launcher.yaml b/sdk/python/kfp/deprecated/compiler/testdata/v2_compatible_two_step_pipeline_with_custom_launcher.yaml
index b8fd8185806c..4621e5087062 100644
--- a/sdk/python/kfp/deprecated/compiler/testdata/v2_compatible_two_step_pipeline_with_custom_launcher.yaml
+++ b/sdk/python/kfp/deprecated/compiler/testdata/v2_compatible_two_step_pipeline_with_custom_launcher.yaml
@@ -101,7 +101,7 @@ spec:
       - name: ENABLE_CACHING
         valueFrom:
           fieldRef: {fieldPath: 'metadata.labels[''pipelines.kubeflow.org/enable_caching'']'}
-      - {name: KFP_V2_IMAGE, value: 'python:3.7'}
+      - {name: KFP_V2_IMAGE, value: 'python:3.12'}
       - {name: KFP_V2_RUNTIME_INFO, value: '{"inputParameters": {"some_int": {"type":
           "NUMBER_INTEGER"}, "uri": {"type": "STRING"}}, "inputArtifacts": {}, "outputParameters":
           {"output_parameter_one": {"type": "NUMBER_INTEGER", "path": "/tmp/outputs/output_parameter_one/data"}},
@@ -109,7 +109,7 @@ spec:
           "instanceSchema": "", "schemaVersion": "0.0.1", "metadataPath": "/tmp/outputs/output_dataset_one/data"}}}'}
       envFrom:
       - configMapRef: {name: metadata-grpc-configmap, optional: true}
-      image: python:3.7
+      image: python:3.12
       volumeMounts:
       - {mountPath: /kfp-launcher, name: kfp-launcher}
     inputs:
@@ -208,7 +208,7 @@ spec:
       - name: ENABLE_CACHING
         valueFrom:
           fieldRef: {fieldPath: 'metadata.labels[''pipelines.kubeflow.org/enable_caching'']'}
-      - {name: KFP_V2_IMAGE, value: 'python:3.7'}
+      - {name: KFP_V2_IMAGE, value: 'python:3.12'}
       - {name: KFP_V2_RUNTIME_INFO, value: '{"inputParameters": {"num_steps": {"type":
           "NUMBER_INTEGER"}}, "inputArtifacts": {"dataset": {"metadataPath": "/tmp/inputs/dataset/data",
           "schemaTitle": "system.Dataset", "instanceSchema": "", "schemaVersion":
@@ -217,7 +217,7 @@ spec:
           "/tmp/outputs/model/data"}}}'}
       envFrom:
       - configMapRef: {name: metadata-grpc-configmap, optional: true}
-      image: python:3.7
+      image: python:3.12
       volumeMounts:
       - {mountPath: /kfp-launcher, name: kfp-launcher}
     inputs:
diff --git a/sdk/python/kfp/deprecated/components/_python_op.py b/sdk/python/kfp/deprecated/components/_python_op.py
index 423b577148a5..0eae316b2f6e 100644
--- a/sdk/python/kfp/deprecated/components/_python_op.py
+++ b/sdk/python/kfp/deprecated/components/_python_op.py
@@ -152,7 +152,7 @@ def make_parent_dirs_and_return_path(file_path: str):
     return make_parent_dirs_and_return_path
 
 
-default_base_image_or_builder = 'python:3.7'
+default_base_image_or_builder = 'python:3.12'
 
 
 def _python_function_name_to_component_name(name):
@@ -518,7 +518,7 @@ def _func_to_component_spec(func,
 
     Args:
         func: Required. The function to be converted
-        base_image: Optional. Docker image to be used as a base image for the python component. Must have python 3.5+ installed. Default is python:3.7
+        base_image: Optional. Docker image to be used as a base image for the python component. Must have python 3.5+ installed. Default is python:3.12
                     Note: The image can also be specified by decorating the function with the @python_component decorator. If different base images are explicitly specified in both places, an error is raised.
         extra_code: Optional. Python source code that gets placed before the function code. Can be used as workaround to define types used in function signature.
         packages_to_install: Optional. List of [versioned] python packages to pip install before executing the user function.
@@ -828,7 +828,7 @@ def add_multiply_two_numbers(a: float, b: float) -> NamedTuple('DummyName', [('s
 
     Args:
         func: The python function to convert
-        base_image: Optional. Specify a custom Docker container image to use in the component. For lightweight components, the image needs to have python 3.5+. Default is python:3.7
+        base_image: Optional. Specify a custom Docker container image to use in the component. For lightweight components, the image needs to have python 3.5+. Default is python:3.12
         extra_code: Optional. Extra code to add before the function code. Can be used as workaround to define types used in function signature.
         packages_to_install: Optional. List of [versioned] python packages to pip install before executing the user function.
         modules_to_capture: Optional. List of module names that will be captured (instead of just referencing) during the dependency scan. By default the :code:`func.__module__` is captured. The actual algorithm: Starting with the initial function, start traversing dependencies. If the dependency.__module__ is in the modules_to_capture list then it's captured and it's dependencies are traversed. Otherwise the dependency is only referenced instead of capturing and its dependencies are not traversed.
@@ -1026,7 +1026,7 @@ def add(a: float, b: float) -> float:
             # add_op is a task factory function that creates a task object when given arguments
             add_op = create_component_from_func(
                 func=add,
-                base_image='python:3.7', # Optional
+                base_image='python:3.12', # Optional
                 output_component_file='add.component.yaml', # Optional
                 packages_to_install=['pandas==0.24'], # Optional
             )
diff --git a/sdk/python/kfp/deprecated/dsl/_container_op_test.py b/sdk/python/kfp/deprecated/dsl/_container_op_test.py
index a712f6987ecd..0545e4092c98 100644
--- a/sdk/python/kfp/deprecated/dsl/_container_op_test.py
+++ b/sdk/python/kfp/deprecated/dsl/_container_op_test.py
@@ -38,7 +38,7 @@
 class ContainerOpTest(unittest.TestCase):
 
     def test_chained_call_resource_setter(self):
-        task = _container_op.ContainerOp(name='test_task', image='python:3.7')
+        task = _container_op.ContainerOp(name='test_task', image='python:3.12')
         task.container_spec = _PipelineContainerSpec()
         (task.set_cpu_limit('1').set_memory_limit(
             '1G').add_node_selector_constraint(
diff --git a/sdk/python/kfp/dsl/container_component_decorator_test.py b/sdk/python/kfp/dsl/container_component_decorator_test.py
index d49253b1e8f6..5f836ec4b80b 100644
--- a/sdk/python/kfp/dsl/container_component_decorator_test.py
+++ b/sdk/python/kfp/dsl/container_component_decorator_test.py
@@ -47,7 +47,7 @@ def hello_world_io(
             text_output_path: dsl.OutputPath(str)) -> dsl.ContainerSpec:
             """Hello world component with input and output."""
             return dsl.ContainerSpec(
-                image='python:3.7',
+                image='python:3.12',
                 command=['echo'],
                 args=['--text', text, '--output_path', text_output_path])
 
diff --git a/sdk/python/kfp/dsl/placeholders.py b/sdk/python/kfp/dsl/placeholders.py
index edd22e088542..42810882a276 100644
--- a/sdk/python/kfp/dsl/placeholders.py
+++ b/sdk/python/kfp/dsl/placeholders.py
@@ -179,7 +179,7 @@ class ConcatPlaceholder(Placeholder):
         def container_with_concat_placeholder(text1: str, text2: Output[Dataset],
                                               output_path: OutputPath(str)):
             return ContainerSpec(
-                image='python:3.7',
+                image='python:3.12',
                 command=[
                     'my_program',
                     ConcatPlaceholder(['prefix-', text1, text2.uri])
@@ -227,7 +227,7 @@ def container_with_if_placeholder(output_path: OutputPath(str),
                                           dataset: Output[Dataset],
                                           optional_input: str = 'default'):
             return ContainerSpec(
-                    image='python:3.7',
+                    image='python:3.12',
                     command=[
                         'my_program',
                         IfPresentPlaceholder(
diff --git a/sdk/python/kfp/dsl/placeholders_test.py b/sdk/python/kfp/dsl/placeholders_test.py
index a6310ed5b5b3..5e8efa4d6a1e 100644
--- a/sdk/python/kfp/dsl/placeholders_test.py
+++ b/sdk/python/kfp/dsl/placeholders_test.py
@@ -514,7 +514,7 @@ def container_with_placeholder_in_fstring(
             text1: str,
         ):
             return dsl.ContainerSpec(
-                image='python:3.7',
+                image='python:3.12',
                 command=[
                     'my_program',
                     f'prefix-{text1}',
@@ -540,7 +540,7 @@ def container_with_placeholder_in_fstring(
                 text2: str,
             ):
                 return dsl.ContainerSpec(
-                    image='python:3.7',
+                    image='python:3.12',
                     command=[
                         'my_program',
                         f'another-prefix-{dsl.ConcatPlaceholder([text1, text2])}',
@@ -557,7 +557,7 @@ def container_with_placeholder_in_fstring(
                 text2: str,
             ):
                 return dsl.ContainerSpec(
-                    image='python:3.7',
+                    image='python:3.12',
                     command=[
                         'echo',
                         f"another-prefix-{dsl.IfPresentPlaceholder(input_name='text1', then=['val'])}",
diff --git a/sdk/python/kfp/dsl/structures_test.py b/sdk/python/kfp/dsl/structures_test.py
index 4bdb7bf9a598..a2ec5402bc18 100644
--- a/sdk/python/kfp/dsl/structures_test.py
+++ b/sdk/python/kfp/dsl/structures_test.py
@@ -454,7 +454,7 @@ def test_env(self):
 
     def test_from_container_dict_no_placeholders(self):
         expected_container_spec = structures.ContainerSpecImplementation(
-            image='python:3.7',
+            image='python:3.12',
             command=['sh', '-c', 'dummy'],
             args=['--executor_input', '{{$}}', '--function_to_execute', 'func'],
             env={'ENV1': 'val1'},
@@ -465,7 +465,7 @@ def test_from_container_dict_no_placeholders(self):
                 '--executor_input', '{{$}}', '--function_to_execute', 'func'
             ],
             'command': ['sh', '-c', 'dummy'],
-            'image': 'python:3.7',
+            'image': 'python:3.12',
             'env': {
                 'ENV1': 'val1'
             },
diff --git a/sdk/python/test_data/components/container_io.py b/sdk/python/test_data/components/container_io.py
index 1b64bbc0b1b5..3c8853f6bc6b 100644
--- a/sdk/python/test_data/components/container_io.py
+++ b/sdk/python/test_data/components/container_io.py
@@ -19,7 +19,7 @@
 @container_component
 def container_io(text: str, output_path: OutputPath(str)):
     return ContainerSpec(
-        image='python:3.7',
+        image='python:3.12',
         command=['my_program', text],
         args=['--output_path', output_path])
 
diff --git a/sdk/python/test_data/components/container_io.yaml b/sdk/python/test_data/components/container_io.yaml
index 1ed70066c3b8..cf3f23df22c0 100644
--- a/sdk/python/test_data/components/container_io.yaml
+++ b/sdk/python/test_data/components/container_io.yaml
@@ -25,7 +25,7 @@ deploymentSpec:
         command:
         - my_program
         - '{{$.inputs.parameters[''text'']}}'
-        image: python:3.7
+        image: python:3.12
 pipelineInfo:
   name: container-io
 root:
diff --git a/sdk/python/test_data/components/container_no_input.py b/sdk/python/test_data/components/container_no_input.py
index 1a35eb3c47fc..ef57a48b2b8a 100644
--- a/sdk/python/test_data/components/container_no_input.py
+++ b/sdk/python/test_data/components/container_no_input.py
@@ -18,7 +18,7 @@
 @container_component
 def container_no_input():
     return ContainerSpec(
-        image='python:3.7',
+        image='python:3.12',
         command=['echo', 'hello world'],
         args=[],
     )
diff --git a/sdk/python/test_data/components/container_no_input.yaml b/sdk/python/test_data/components/container_no_input.yaml
index a490a9c389da..7846d76ed4bf 100644
--- a/sdk/python/test_data/components/container_no_input.yaml
+++ b/sdk/python/test_data/components/container_no_input.yaml
@@ -10,7 +10,7 @@ deploymentSpec:
         command:
         - echo
         - hello world
-        image: python:3.7
+        image: python:3.12
 pipelineInfo:
   name: container-no-input
 root:
diff --git a/sdk/python/test_data/components/container_with_concat_placeholder.py b/sdk/python/test_data/components/container_with_concat_placeholder.py
index 707f71fd50ed..efe4b5ed15cc 100644
--- a/sdk/python/test_data/components/container_with_concat_placeholder.py
+++ b/sdk/python/test_data/components/container_with_concat_placeholder.py
@@ -23,7 +23,7 @@
 def container_with_concat_placeholder(text1: str, text2: Output[Dataset],
                                       output_path: OutputPath(str)):
     return ContainerSpec(
-        image='python:3.7',
+        image='python:3.12',
         command=[
             'my_program',
             ConcatPlaceholder(['prefix-', text1, text2.uri])
diff --git a/sdk/python/test_data/components/container_with_concat_placeholder.yaml b/sdk/python/test_data/components/container_with_concat_placeholder.yaml
index 8a1dba56da62..941d80ae34ad 100644
--- a/sdk/python/test_data/components/container_with_concat_placeholder.yaml
+++ b/sdk/python/test_data/components/container_with_concat_placeholder.yaml
@@ -31,7 +31,7 @@ deploymentSpec:
         command:
         - my_program
         - '{"Concat": ["prefix-", "{{$.inputs.parameters[''text1'']}}", "{{$.outputs.artifacts[''text2''].uri}}"]}'
-        image: python:3.7
+        image: python:3.12
 pipelineInfo:
   name: container-with-concat-placeholder
 root:
diff --git a/sdk/python/test_data/components/container_with_if_placeholder.py b/sdk/python/test_data/components/container_with_if_placeholder.py
index b5e20e8ff9b6..4c6d2ae765ae 100644
--- a/sdk/python/test_data/components/container_with_if_placeholder.py
+++ b/sdk/python/test_data/components/container_with_if_placeholder.py
@@ -24,7 +24,7 @@ def container_with_if_placeholder(output_path: OutputPath(str),
                                   dataset: Output[Dataset],
                                   optional_input: str = 'default'):
     return ContainerSpec(
-        image='python:3.7',
+        image='python:3.12',
         command=[
             'my_program',
             IfPresentPlaceholder(
diff --git a/sdk/python/test_data/components/container_with_if_placeholder.yaml b/sdk/python/test_data/components/container_with_if_placeholder.yaml
index 3b968d777760..ce1cb773e274 100644
--- a/sdk/python/test_data/components/container_with_if_placeholder.yaml
+++ b/sdk/python/test_data/components/container_with_if_placeholder.yaml
@@ -37,7 +37,7 @@ deploymentSpec:
         - --dataset
         - '{"IfPresent": {"InputName": "optional_input", "Then": ["{{$.outputs.artifacts[''dataset''].uri}}"],
           "Else": ["bye"]}}'
-        image: python:3.7
+        image: python:3.12
 pipelineInfo:
   name: container-with-if-placeholder
 root:
diff --git a/sdk/python/test_data/components/container_with_placeholder_in_fstring.py b/sdk/python/test_data/components/container_with_placeholder_in_fstring.py
index 78103b7d00b8..6b8d62e52de4 100644
--- a/sdk/python/test_data/components/container_with_placeholder_in_fstring.py
+++ b/sdk/python/test_data/components/container_with_placeholder_in_fstring.py
@@ -24,7 +24,7 @@ def container_with_placeholder_in_fstring(
     text1: str = 'text!',
 ):
     return ContainerSpec(
-        image='python:3.7',
+        image='python:3.12',
         command=[
             'my_program',
             f'prefix-{text1}',
diff --git a/sdk/python/test_data/components/container_with_placeholder_in_fstring.yaml b/sdk/python/test_data/components/container_with_placeholder_in_fstring.yaml
index e1be212ad1bd..4c565952dfc9 100644
--- a/sdk/python/test_data/components/container_with_placeholder_in_fstring.yaml
+++ b/sdk/python/test_data/components/container_with_placeholder_in_fstring.yaml
@@ -27,7 +27,7 @@ deploymentSpec:
         - my_program
         - prefix-{{$.inputs.parameters['text1']}}
         - '{{$.outputs.artifacts[''output_artifact''].uri}}/0'
-        image: python:3.7
+        image: python:3.12
 pipelineInfo:
   name: container-with-placeholder-in-fstring
 root:
diff --git a/sdk/python/test_data/components/containerized_python_component.py b/sdk/python/test_data/components/containerized_python_component.py
index 041722d97ff5..7c47934e272e 100644
--- a/sdk/python/test_data/components/containerized_python_component.py
+++ b/sdk/python/test_data/components/containerized_python_component.py
@@ -14,7 +14,7 @@
 from kfp import dsl
 
 
-@dsl.component(base_image='python:3.7', target_image='kfp-image')
+@dsl.component(base_image='python:3.12', target_image='kfp-image')
 def concat_message(message1: str, message2: str) -> str:
     return message1 + message2
 
diff --git a/sdk/python/test_data/pipelines/container_component_with_no_inputs.py b/sdk/python/test_data/pipelines/container_component_with_no_inputs.py
index 724b701dba10..e48e759c0423 100644
--- a/sdk/python/test_data/pipelines/container_component_with_no_inputs.py
+++ b/sdk/python/test_data/pipelines/container_component_with_no_inputs.py
@@ -19,7 +19,7 @@
 @dsl.container_component
 def hello_world_container():
     return dsl.ContainerSpec(
-        image='python:3.7',
+        image='python:3.12',
         command=['echo', 'hello world'],
         args=[],
     )
diff --git a/sdk/python/test_data/pipelines/container_component_with_no_inputs.yaml b/sdk/python/test_data/pipelines/container_component_with_no_inputs.yaml
index 06ccc139ca2d..433fd6869689 100644
--- a/sdk/python/test_data/pipelines/container_component_with_no_inputs.yaml
+++ b/sdk/python/test_data/pipelines/container_component_with_no_inputs.yaml
@@ -10,7 +10,7 @@ deploymentSpec:
         command:
         - echo
         - hello world
-        image: python:3.7
+        image: python:3.12
 pipelineInfo:
   name: v2-container-component-no-input
 root:
diff --git a/sdk/python/test_data/pipelines/parallelfor_fan_in/artifacts_simple.py b/sdk/python/test_data/pipelines/parallelfor_fan_in/artifacts_simple.py
index 5d49ae326805..c877c2433451 100644
--- a/sdk/python/test_data/pipelines/parallelfor_fan_in/artifacts_simple.py
+++ b/sdk/python/test_data/pipelines/parallelfor_fan_in/artifacts_simple.py
@@ -28,7 +28,7 @@ def add(in_datasets: Input[List[Dataset]], out_dataset: Output[Dataset]):
 def add_container(in_datasets: Input[List[Dataset]],
                   out_dataset: Output[Dataset]):
     return dsl.ContainerSpec(
-        image='python:3.7',
+        image='python:3.12',
         command=['python', '-c'],
         args=[
             textwrap.dedent("""
diff --git a/sdk/python/test_data/pipelines/parallelfor_fan_in/artifacts_simple.yaml b/sdk/python/test_data/pipelines/parallelfor_fan_in/artifacts_simple.yaml
index 696c2d4a5614..9d172afe9eba 100644
--- a/sdk/python/test_data/pipelines/parallelfor_fan_in/artifacts_simple.yaml
+++ b/sdk/python/test_data/pipelines/parallelfor_fan_in/artifacts_simple.yaml
@@ -125,7 +125,7 @@ deploymentSpec:
         command:
         - python
         - -c
-        image: python:3.7
+        image: python:3.12
     exec-double:
       container:
         args:
diff --git a/sdk/python/test_data/pipelines/pipeline_with_task_final_status_yaml.py b/sdk/python/test_data/pipelines/pipeline_with_task_final_status_yaml.py
index 6cf1282009ca..60221b3cd5da 100644
--- a/sdk/python/test_data/pipelines/pipeline_with_task_final_status_yaml.py
+++ b/sdk/python/test_data/pipelines/pipeline_with_task_final_status_yaml.py
@@ -24,7 +24,7 @@
 - {name: status, type: PipelineTaskFinalStatus}
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - echo
     - "user input:"
@@ -39,7 +39,7 @@
 - {name: message, type: String}
 implementation:
   container:
-    image: python:3.7
+    image: python:3.12
     command:
     - echo
     - {inputValue: message}
diff --git a/sdk/python/test_data/pipelines/pipeline_with_task_final_status_yaml.yaml b/sdk/python/test_data/pipelines/pipeline_with_task_final_status_yaml.yaml
index 598293b89588..213e6a7c7d3d 100644
--- a/sdk/python/test_data/pipelines/pipeline_with_task_final_status_yaml.yaml
+++ b/sdk/python/test_data/pipelines/pipeline_with_task_final_status_yaml.yaml
@@ -46,13 +46,13 @@ deploymentSpec:
         - '{{$.inputs.parameters[''user_input'']}}'
         - 'pipeline status:'
         - '{{$.inputs.parameters[''status'']}}'
-        image: python:3.7
+        image: python:3.12
     exec-print-op:
       container:
         command:
         - echo
         - '{{$.inputs.parameters[''message'']}}'
-        image: python:3.7
+        image: python:3.12
 pipelineInfo:
   name: pipeline-with-task-final-status-yaml
 root:
diff --git a/sdk/python/test_data/pipelines/xgboost_sample_pipeline.yaml b/sdk/python/test_data/pipelines/xgboost_sample_pipeline.yaml
index 2e03d06edff1..e80f0a1976ee 100644
--- a/sdk/python/test_data/pipelines/xgboost_sample_pipeline.yaml
+++ b/sdk/python/test_data/pipelines/xgboost_sample_pipeline.yaml
@@ -292,7 +292,7 @@ deploymentSpec:
           \    try:\n        os.makedirs(os.path.dirname(output_file))\n    except\
           \ OSError:\n        pass\n    with open(output_file, 'w') as f:\n      \
           \  f.write(_output_serializers[idx](_outputs[idx]))\n"
-        image: python:3.7
+        image: python:3.12
     exec-xgboost-predict:
       container:
         args:
@@ -343,7 +343,7 @@ deploymentSpec:
           _parser.add_argument(\"--predictions\", dest=\"predictions_path\", type=_make_parent_dirs_and_return_path,\
           \ required=True, default=argparse.SUPPRESS)\n_parsed_args = vars(_parser.parse_args())\n\
           \n_outputs = xgboost_predict(**_parsed_args)\n"
-        image: python:3.7
+        image: python:3.12
     exec-xgboost-predict-2:
       container:
         args:
@@ -397,7 +397,7 @@ deploymentSpec:
           predictions_path\", type=_make_parent_dirs_and_return_path, required=True,\
           \ default=argparse.SUPPRESS)\n_parsed_args = vars(_parser.parse_args())\n\
           \n_outputs = xgboost_predict(**_parsed_args)\n"
-        image: python:3.7
+        image: python:3.12
     exec-xgboost-predict-3:
       container:
         args:
@@ -451,7 +451,7 @@ deploymentSpec:
           predictions_path\", type=_make_parent_dirs_and_return_path, required=True,\
           \ default=argparse.SUPPRESS)\n_parsed_args = vars(_parser.parse_args())\n\
           \n_outputs = xgboost_predict(**_parsed_args)\n"
-        image: python:3.7
+        image: python:3.12
     exec-xgboost-predict-4:
       container:
         args:
@@ -502,7 +502,7 @@ deploymentSpec:
           _parser.add_argument(\"--predictions\", dest=\"predictions_path\", type=_make_parent_dirs_and_return_path,\
           \ required=True, default=argparse.SUPPRESS)\n_parsed_args = vars(_parser.parse_args())\n\
           \n_outputs = xgboost_predict(**_parsed_args)\n"
-        image: python:3.7
+        image: python:3.12
     exec-xgboost-train:
       container:
         args:
@@ -619,7 +619,7 @@ deploymentSpec:
           , dest=\"model_config_path\", type=_make_parent_dirs_and_return_path, required=True,\
           \ default=argparse.SUPPRESS)\n_parsed_args = vars(_parser.parse_args())\n\
           \n_outputs = xgboost_train(**_parsed_args)\n"
-        image: python:3.7
+        image: python:3.12
     exec-xgboost-train-2:
       container:
         args:
@@ -736,7 +736,7 @@ deploymentSpec:
           , dest=\"model_config_path\", type=_make_parent_dirs_and_return_path, required=True,\
           \ default=argparse.SUPPRESS)\n_parsed_args = vars(_parser.parse_args())\n\
           \n_outputs = xgboost_train(**_parsed_args)\n"
-        image: python:3.7
+        image: python:3.12
 pipelineInfo:
   name: xgboost-sample-pipeline
 root:
diff --git a/sdk/python/tests/compiler/testdata/artifact_passing_using_volume.yaml b/sdk/python/tests/compiler/testdata/artifact_passing_using_volume.yaml
index 2a5d433f5db3..5926bfb827a5 100644
--- a/sdk/python/tests/compiler/testdata/artifact_passing_using_volume.yaml
+++ b/sdk/python/tests/compiler/testdata/artifact_passing_using_volume.yaml
@@ -115,7 +115,7 @@ spec:
                 pass
             with open(output_file, 'w') as f:
                 f.write(_output_serializers[idx](_outputs[idx]))
-      image: python:3.7
+      image: python:3.12
       volumeMounts:
       - {mountPath: /tmp/outputs/mlpipeline_ui_metadata, name: data-storage, subPath: 'artifact_data/{{workflow.uid}}_{{pod.name}}/mlpipeline-ui-metadata'}
       - {mountPath: /tmp/outputs/mlpipeline_metrics, name: data-storage, subPath: 'artifact_data/{{workflow.uid}}_{{pod.name}}/mlpipeline-metrics'}
@@ -147,7 +147,7 @@ spec:
           = _parsed_args.pop(\"_output_paths\", [])\n\n_outputs = metadata_and_metrics(**_parsed_args)\n\n_output_serializers
           = [\n    str,\n    str,\n\n]\n\nimport os\nfor idx, output_file in enumerate(_output_files):\n    try:\n        os.makedirs(os.path.dirname(output_file))\n    except
           OSError:\n        pass\n    with open(output_file, ''w'') as f:\n        f.write(_output_serializers[idx](_outputs[idx]))\n"],
-          "image": "python:3.7"}}, "name": "Metadata and metrics", "outputs": [{"name":
+          "image": "python:3.12"}}, "name": "Metadata and metrics", "outputs": [{"name":
           "mlpipeline_ui_metadata", "type": "UI_metadata"}, {"name": "mlpipeline_metrics",
           "type": "Metrics"}]}', pipelines.kubeflow.org/component_ref: '{}'}
   - name: processor
diff --git a/sdk/python/tests/compiler/testdata/parallelfor_item_argument_resolving.yaml b/sdk/python/tests/compiler/testdata/parallelfor_item_argument_resolving.yaml
index f9449e73c7cd..f6663701f720 100644
--- a/sdk/python/tests/compiler/testdata/parallelfor_item_argument_resolving.yaml
+++ b/sdk/python/tests/compiler/testdata/parallelfor_item_argument_resolving.yaml
@@ -28,7 +28,7 @@ spec:
         _parsed_args = vars(_parser.parse_args())
 
         _outputs = consume(**_parsed_args)
-      image: python:3.7
+      image: python:3.12
     inputs:
       parameters:
       - {name: produce-list-of-strings-Output}
@@ -44,7 +44,7 @@ spec:
           argparse\n_parser = argparse.ArgumentParser(prog=''Consume'', description='''')\n_parser.add_argument(\"--param1\",
           dest=\"param1\", type=str, required=True, default=argparse.SUPPRESS)\n_parsed_args
           = vars(_parser.parse_args())\n\n_outputs = consume(**_parsed_args)\n"],
-          "image": "python:3.7"}}, "inputs": [{"name": "param1"}], "name": "Consume"}',
+          "image": "python:3.12"}}, "inputs": [{"name": "param1"}], "name": "Consume"}',
         pipelines.kubeflow.org/component_ref: '{}', pipelines.kubeflow.org/arguments.parameters: '{"param1":
           "{{inputs.parameters.produce-list-of-strings-Output}}"}'}
   - name: consume-2
@@ -67,7 +67,7 @@ spec:
         _parsed_args = vars(_parser.parse_args())
 
         _outputs = consume(**_parsed_args)
-      image: python:3.7
+      image: python:3.12
     inputs:
       parameters:
       - {name: produce-list-of-strings-Output-loop-item}
@@ -83,7 +83,7 @@ spec:
           argparse\n_parser = argparse.ArgumentParser(prog=''Consume'', description='''')\n_parser.add_argument(\"--param1\",
           dest=\"param1\", type=str, required=True, default=argparse.SUPPRESS)\n_parsed_args
           = vars(_parser.parse_args())\n\n_outputs = consume(**_parsed_args)\n"],
-          "image": "python:3.7"}}, "inputs": [{"name": "param1"}], "name": "Consume"}',
+          "image": "python:3.12"}}, "inputs": [{"name": "param1"}], "name": "Consume"}',
         pipelines.kubeflow.org/component_ref: '{}', pipelines.kubeflow.org/arguments.parameters: '{"param1":
           "{{inputs.parameters.produce-list-of-strings-Output-loop-item}}"}'}
   - name: consume-3
@@ -106,7 +106,7 @@ spec:
         _parsed_args = vars(_parser.parse_args())
 
         _outputs = consume(**_parsed_args)
-      image: python:3.7
+      image: python:3.12
     inputs:
       parameters:
       - {name: produce-str-Output}
@@ -122,7 +122,7 @@ spec:
           argparse\n_parser = argparse.ArgumentParser(prog=''Consume'', description='''')\n_parser.add_argument(\"--param1\",
           dest=\"param1\", type=str, required=True, default=argparse.SUPPRESS)\n_parsed_args
           = vars(_parser.parse_args())\n\n_outputs = consume(**_parsed_args)\n"],
-          "image": "python:3.7"}}, "inputs": [{"name": "param1"}], "name": "Consume"}',
+          "image": "python:3.12"}}, "inputs": [{"name": "param1"}], "name": "Consume"}',
         pipelines.kubeflow.org/component_ref: '{}', pipelines.kubeflow.org/arguments.parameters: '{"param1":
           "{{inputs.parameters.produce-str-Output}}"}'}
   - name: consume-4
@@ -145,7 +145,7 @@ spec:
         _parsed_args = vars(_parser.parse_args())
 
         _outputs = consume(**_parsed_args)
-      image: python:3.7
+      image: python:3.12
     inputs:
       parameters:
       - {name: produce-list-of-ints-Output}
@@ -161,7 +161,7 @@ spec:
           argparse\n_parser = argparse.ArgumentParser(prog=''Consume'', description='''')\n_parser.add_argument(\"--param1\",
           dest=\"param1\", type=str, required=True, default=argparse.SUPPRESS)\n_parsed_args
           = vars(_parser.parse_args())\n\n_outputs = consume(**_parsed_args)\n"],
-          "image": "python:3.7"}}, "inputs": [{"name": "param1"}], "name": "Consume"}',
+          "image": "python:3.12"}}, "inputs": [{"name": "param1"}], "name": "Consume"}',
         pipelines.kubeflow.org/component_ref: '{}', pipelines.kubeflow.org/arguments.parameters: '{"param1":
           "{{inputs.parameters.produce-list-of-ints-Output}}"}'}
   - name: consume-5
@@ -184,7 +184,7 @@ spec:
         _parsed_args = vars(_parser.parse_args())
 
         _outputs = consume(**_parsed_args)
-      image: python:3.7
+      image: python:3.12
     inputs:
       parameters:
       - {name: produce-list-of-ints-Output-loop-item}
@@ -200,7 +200,7 @@ spec:
           argparse\n_parser = argparse.ArgumentParser(prog=''Consume'', description='''')\n_parser.add_argument(\"--param1\",
           dest=\"param1\", type=str, required=True, default=argparse.SUPPRESS)\n_parsed_args
           = vars(_parser.parse_args())\n\n_outputs = consume(**_parsed_args)\n"],
-          "image": "python:3.7"}}, "inputs": [{"name": "param1"}], "name": "Consume"}',
+          "image": "python:3.12"}}, "inputs": [{"name": "param1"}], "name": "Consume"}',
         pipelines.kubeflow.org/component_ref: '{}', pipelines.kubeflow.org/arguments.parameters: '{"param1":
           "{{inputs.parameters.produce-list-of-ints-Output-loop-item}}"}'}
   - name: consume-6
@@ -223,7 +223,7 @@ spec:
         _parsed_args = vars(_parser.parse_args())
 
         _outputs = consume(**_parsed_args)
-      image: python:3.7
+      image: python:3.12
     inputs:
       parameters:
       - {name: produce-list-of-dicts-Output}
@@ -239,7 +239,7 @@ spec:
           argparse\n_parser = argparse.ArgumentParser(prog=''Consume'', description='''')\n_parser.add_argument(\"--param1\",
           dest=\"param1\", type=str, required=True, default=argparse.SUPPRESS)\n_parsed_args
           = vars(_parser.parse_args())\n\n_outputs = consume(**_parsed_args)\n"],
-          "image": "python:3.7"}}, "inputs": [{"name": "param1"}], "name": "Consume"}',
+          "image": "python:3.12"}}, "inputs": [{"name": "param1"}], "name": "Consume"}',
         pipelines.kubeflow.org/component_ref: '{}', pipelines.kubeflow.org/arguments.parameters: '{"param1":
           "{{inputs.parameters.produce-list-of-dicts-Output}}"}'}
   - name: consume-7
@@ -262,7 +262,7 @@ spec:
         _parsed_args = vars(_parser.parse_args())
 
         _outputs = consume(**_parsed_args)
-      image: python:3.7
+      image: python:3.12
     inputs:
       parameters:
       - {name: produce-list-of-dicts-Output-loop-item-subvar-aaa}
@@ -278,7 +278,7 @@ spec:
           argparse\n_parser = argparse.ArgumentParser(prog=''Consume'', description='''')\n_parser.add_argument(\"--param1\",
           dest=\"param1\", type=str, required=True, default=argparse.SUPPRESS)\n_parsed_args
           = vars(_parser.parse_args())\n\n_outputs = consume(**_parsed_args)\n"],
-          "image": "python:3.7"}}, "inputs": [{"name": "param1"}], "name": "Consume"}',
+          "image": "python:3.12"}}, "inputs": [{"name": "param1"}], "name": "Consume"}',
         pipelines.kubeflow.org/component_ref: '{}', pipelines.kubeflow.org/arguments.parameters: '{"param1":
           "{{inputs.parameters.produce-list-of-dicts-Output-loop-item-subvar-aaa}}"}'}
   - name: consume-8
@@ -301,7 +301,7 @@ spec:
         _parsed_args = vars(_parser.parse_args())
 
         _outputs = consume(**_parsed_args)
-      image: python:3.7
+      image: python:3.12
     metadata:
       labels:
         pipelines.kubeflow.org/kfp_sdk_version: 1.7.2
@@ -314,7 +314,7 @@ spec:
           argparse\n_parser = argparse.ArgumentParser(prog=''Consume'', description='''')\n_parser.add_argument(\"--param1\",
           dest=\"param1\", type=str, required=True, default=argparse.SUPPRESS)\n_parsed_args
           = vars(_parser.parse_args())\n\n_outputs = consume(**_parsed_args)\n"],
-          "image": "python:3.7"}}, "inputs": [{"name": "param1"}], "name": "Consume"}',
+          "image": "python:3.12"}}, "inputs": [{"name": "param1"}], "name": "Consume"}',
         pipelines.kubeflow.org/component_ref: '{}', pipelines.kubeflow.org/arguments.parameters: '{"param1":
           "[{\"a\": 1, \"b\": 2}, {\"a\": 10, \"b\": 20}]"}'}
   - name: consume-9
@@ -337,7 +337,7 @@ spec:
         _parsed_args = vars(_parser.parse_args())
 
         _outputs = consume(**_parsed_args)
-      image: python:3.7
+      image: python:3.12
     inputs:
       parameters:
       - {name: loop-item-param-4}
@@ -353,7 +353,7 @@ spec:
           argparse\n_parser = argparse.ArgumentParser(prog=''Consume'', description='''')\n_parser.add_argument(\"--param1\",
           dest=\"param1\", type=str, required=True, default=argparse.SUPPRESS)\n_parsed_args
           = vars(_parser.parse_args())\n\n_outputs = consume(**_parsed_args)\n"],
-          "image": "python:3.7"}}, "inputs": [{"name": "param1"}], "name": "Consume"}',
+          "image": "python:3.12"}}, "inputs": [{"name": "param1"}], "name": "Consume"}',
         pipelines.kubeflow.org/component_ref: '{}', pipelines.kubeflow.org/arguments.parameters: '{"param1":
           "{{inputs.parameters.loop-item-param-4}}"}'}
   - name: for-loop-1
@@ -517,7 +517,7 @@ spec:
                 pass
             with open(output_file, 'w') as f:
                 f.write(_output_serializers[idx](_outputs[idx]))
-      image: python:3.7
+      image: python:3.12
     outputs:
       parameters:
       - name: produce-list-of-dicts-Output
@@ -546,7 +546,7 @@ spec:
           = [_outputs]\n\n_output_serializers = [\n    _serialize_json,\n\n]\n\nimport
           os\nfor idx, output_file in enumerate(_output_files):\n    try:\n        os.makedirs(os.path.dirname(output_file))\n    except
           OSError:\n        pass\n    with open(output_file, ''w'') as f:\n        f.write(_output_serializers[idx](_outputs[idx]))\n"],
-          "image": "python:3.7"}}, "name": "Produce list of dicts", "outputs": [{"name":
+          "image": "python:3.12"}}, "name": "Produce list of dicts", "outputs": [{"name":
           "Output", "type": "JsonArray"}]}', pipelines.kubeflow.org/component_ref: '{}'}
   - name: produce-list-of-ints
     container:
@@ -600,7 +600,7 @@ spec:
                 pass
             with open(output_file, 'w') as f:
                 f.write(_output_serializers[idx](_outputs[idx]))
-      image: python:3.7
+      image: python:3.12
     outputs:
       parameters:
       - name: produce-list-of-ints-Output
@@ -628,7 +628,7 @@ spec:
           = [_outputs]\n\n_output_serializers = [\n    _serialize_json,\n\n]\n\nimport
           os\nfor idx, output_file in enumerate(_output_files):\n    try:\n        os.makedirs(os.path.dirname(output_file))\n    except
           OSError:\n        pass\n    with open(output_file, ''w'') as f:\n        f.write(_output_serializers[idx](_outputs[idx]))\n"],
-          "image": "python:3.7"}}, "name": "Produce list of ints", "outputs": [{"name":
+          "image": "python:3.12"}}, "name": "Produce list of ints", "outputs": [{"name":
           "Output", "type": "JsonArray"}]}', pipelines.kubeflow.org/component_ref: '{}'}
   - name: produce-list-of-strings
     container:
@@ -682,7 +682,7 @@ spec:
                 pass
             with open(output_file, 'w') as f:
                 f.write(_output_serializers[idx](_outputs[idx]))
-      image: python:3.7
+      image: python:3.12
     outputs:
       parameters:
       - name: produce-list-of-strings-Output
@@ -710,7 +710,7 @@ spec:
           = [_outputs]\n\n_output_serializers = [\n    _serialize_json,\n\n]\n\nimport
           os\nfor idx, output_file in enumerate(_output_files):\n    try:\n        os.makedirs(os.path.dirname(output_file))\n    except
           OSError:\n        pass\n    with open(output_file, ''w'') as f:\n        f.write(_output_serializers[idx](_outputs[idx]))\n"],
-          "image": "python:3.7"}}, "name": "Produce list of strings", "outputs": [{"name":
+          "image": "python:3.12"}}, "name": "Produce list of strings", "outputs": [{"name":
           "Output", "type": "JsonArray"}]}', pipelines.kubeflow.org/component_ref: '{}'}
   - name: produce-str
     container:
@@ -755,7 +755,7 @@ spec:
                 pass
             with open(output_file, 'w') as f:
                 f.write(_output_serializers[idx](_outputs[idx]))
-      image: python:3.7
+      image: python:3.12
     outputs:
       parameters:
       - name: produce-str-Output
@@ -781,7 +781,7 @@ spec:
           = [_outputs]\n\n_output_serializers = [\n    _serialize_str,\n\n]\n\nimport
           os\nfor idx, output_file in enumerate(_output_files):\n    try:\n        os.makedirs(os.path.dirname(output_file))\n    except
           OSError:\n        pass\n    with open(output_file, ''w'') as f:\n        f.write(_output_serializers[idx](_outputs[idx]))\n"],
-          "image": "python:3.7"}}, "name": "Produce str", "outputs": [{"name": "Output",
+          "image": "python:3.12"}}, "name": "Produce str", "outputs": [{"name": "Output",
           "type": "String"}]}', pipelines.kubeflow.org/component_ref: '{}'}
   arguments:
     parameters: []
diff --git a/sdk/python/tests/compiler/testdata/parallelfor_pipeline_param_in_items_resolving.yaml b/sdk/python/tests/compiler/testdata/parallelfor_pipeline_param_in_items_resolving.yaml
index 64dcdbbcfe85..dfd00a4f7ec9 100644
--- a/sdk/python/tests/compiler/testdata/parallelfor_pipeline_param_in_items_resolving.yaml
+++ b/sdk/python/tests/compiler/testdata/parallelfor_pipeline_param_in_items_resolving.yaml
@@ -30,7 +30,7 @@ spec:
         _parsed_args = vars(_parser.parse_args())
 
         _outputs = consume(**_parsed_args)
-      image: python:3.7
+      image: python:3.12
     inputs:
       parameters:
       - {name: loop-item-param-1}
@@ -46,7 +46,7 @@ spec:
           argparse\n_parser = argparse.ArgumentParser(prog=''Consume'', description='''')\n_parser.add_argument(\"--param1\",
           dest=\"param1\", type=str, required=True, default=argparse.SUPPRESS)\n_parsed_args
           = vars(_parser.parse_args())\n\n_outputs = consume(**_parsed_args)\n"],
-          "image": "python:3.7"}}, "inputs": [{"name": "param1"}], "name": "Consume"}',
+          "image": "python:3.12"}}, "inputs": [{"name": "param1"}], "name": "Consume"}',
         pipelines.kubeflow.org/component_ref: '{}', pipelines.kubeflow.org/arguments.parameters: '{"param1":
           "{{inputs.parameters.loop-item-param-1}}"}'}
   - name: consume-2
@@ -69,7 +69,7 @@ spec:
         _parsed_args = vars(_parser.parse_args())
 
         _outputs = consume(**_parsed_args)
-      image: python:3.7
+      image: python:3.12
     inputs:
       parameters:
       - {name: loop-item-param-3-subvar-first_name}
@@ -85,7 +85,7 @@ spec:
           argparse\n_parser = argparse.ArgumentParser(prog=''Consume'', description='''')\n_parser.add_argument(\"--param1\",
           dest=\"param1\", type=str, required=True, default=argparse.SUPPRESS)\n_parsed_args
           = vars(_parser.parse_args())\n\n_outputs = consume(**_parsed_args)\n"],
-          "image": "python:3.7"}}, "inputs": [{"name": "param1"}], "name": "Consume"}',
+          "image": "python:3.12"}}, "inputs": [{"name": "param1"}], "name": "Consume"}',
         pipelines.kubeflow.org/component_ref: '{}', pipelines.kubeflow.org/arguments.parameters: '{"param1":
           "{{inputs.parameters.loop-item-param-3-subvar-first_name}}"}'}
   - name: consume-3
@@ -108,7 +108,7 @@ spec:
         _parsed_args = vars(_parser.parse_args())
 
         _outputs = consume(**_parsed_args)
-      image: python:3.7
+      image: python:3.12
     inputs:
       parameters:
       - {name: loop-item-param-3-subvar-message}
@@ -124,7 +124,7 @@ spec:
           argparse\n_parser = argparse.ArgumentParser(prog=''Consume'', description='''')\n_parser.add_argument(\"--param1\",
           dest=\"param1\", type=str, required=True, default=argparse.SUPPRESS)\n_parsed_args
           = vars(_parser.parse_args())\n\n_outputs = consume(**_parsed_args)\n"],
-          "image": "python:3.7"}}, "inputs": [{"name": "param1"}], "name": "Consume"}',
+          "image": "python:3.12"}}, "inputs": [{"name": "param1"}], "name": "Consume"}',
         pipelines.kubeflow.org/component_ref: '{}', pipelines.kubeflow.org/arguments.parameters: '{"param1":
           "{{inputs.parameters.loop-item-param-3-subvar-message}}"}'}
   - name: consume-4
@@ -147,7 +147,7 @@ spec:
         _parsed_args = vars(_parser.parse_args())
 
         _outputs = consume(**_parsed_args)
-      image: python:3.7
+      image: python:3.12
     inputs:
       parameters:
       - {name: loop-item-param-5-subvar-first_name}
@@ -163,7 +163,7 @@ spec:
           argparse\n_parser = argparse.ArgumentParser(prog=''Consume'', description='''')\n_parser.add_argument(\"--param1\",
           dest=\"param1\", type=str, required=True, default=argparse.SUPPRESS)\n_parsed_args
           = vars(_parser.parse_args())\n\n_outputs = consume(**_parsed_args)\n"],
-          "image": "python:3.7"}}, "inputs": [{"name": "param1"}], "name": "Consume"}',
+          "image": "python:3.12"}}, "inputs": [{"name": "param1"}], "name": "Consume"}',
         pipelines.kubeflow.org/component_ref: '{}', pipelines.kubeflow.org/arguments.parameters: '{"param1":
           "{{inputs.parameters.loop-item-param-5-subvar-first_name}}"}'}
   - name: consume-5
@@ -186,7 +186,7 @@ spec:
         _parsed_args = vars(_parser.parse_args())
 
         _outputs = consume(**_parsed_args)
-      image: python:3.7
+      image: python:3.12
     inputs:
       parameters:
       - {name: loop-item-param-5-subvar-message}
@@ -202,7 +202,7 @@ spec:
           argparse\n_parser = argparse.ArgumentParser(prog=''Consume'', description='''')\n_parser.add_argument(\"--param1\",
           dest=\"param1\", type=str, required=True, default=argparse.SUPPRESS)\n_parsed_args
           = vars(_parser.parse_args())\n\n_outputs = consume(**_parsed_args)\n"],
-          "image": "python:3.7"}}, "inputs": [{"name": "param1"}], "name": "Consume"}',
+          "image": "python:3.12"}}, "inputs": [{"name": "param1"}], "name": "Consume"}',
         pipelines.kubeflow.org/component_ref: '{}', pipelines.kubeflow.org/arguments.parameters: '{"param1":
           "{{inputs.parameters.loop-item-param-5-subvar-message}}"}'}
   - name: for-loop-2
@@ -336,7 +336,7 @@ spec:
                 pass
             with open(output_file, 'w') as f:
                 f.write(_output_serializers[idx](_outputs[idx]))
-      image: python:3.7
+      image: python:3.12
     inputs:
       parameters:
       - {name: fname1}
@@ -366,7 +366,7 @@ spec:
           = [_outputs]\n\n_output_serializers = [\n    _serialize_str,\n\n]\n\nimport
           os\nfor idx, output_file in enumerate(_output_files):\n    try:\n        os.makedirs(os.path.dirname(output_file))\n    except
           OSError:\n        pass\n    with open(output_file, ''w'') as f:\n        f.write(_output_serializers[idx](_outputs[idx]))\n"],
-          "image": "python:3.7"}}, "inputs": [{"name": "fname1", "type": "String"}],
+          "image": "python:3.12"}}, "inputs": [{"name": "fname1", "type": "String"}],
           "name": "Produce message", "outputs": [{"name": "Output", "type": "String"}]}',
         pipelines.kubeflow.org/component_ref: '{}', pipelines.kubeflow.org/arguments.parameters: '{"fname1":
           "{{inputs.parameters.fname1}}"}'}
@@ -414,7 +414,7 @@ spec:
                 pass
             with open(output_file, 'w') as f:
                 f.write(_output_serializers[idx](_outputs[idx]))
-      image: python:3.7
+      image: python:3.12
     inputs:
       parameters:
       - {name: fname2}
@@ -444,7 +444,7 @@ spec:
           = [_outputs]\n\n_output_serializers = [\n    _serialize_str,\n\n]\n\nimport
           os\nfor idx, output_file in enumerate(_output_files):\n    try:\n        os.makedirs(os.path.dirname(output_file))\n    except
           OSError:\n        pass\n    with open(output_file, ''w'') as f:\n        f.write(_output_serializers[idx](_outputs[idx]))\n"],
-          "image": "python:3.7"}}, "inputs": [{"name": "fname1", "type": "String"}],
+          "image": "python:3.12"}}, "inputs": [{"name": "fname1", "type": "String"}],
           "name": "Produce message", "outputs": [{"name": "Output", "type": "String"}]}',
         pipelines.kubeflow.org/component_ref: '{}', pipelines.kubeflow.org/arguments.parameters: '{"fname1":
           "{{inputs.parameters.fname2}}"}'}
diff --git a/sdk/python/tests/local_runner_test.py b/sdk/python/tests/local_runner_test.py
index 7074f32365a6..8b4b62bee585 100644
--- a/sdk/python/tests/local_runner_test.py
+++ b/sdk/python/tests/local_runner_test.py
@@ -22,7 +22,7 @@
 InputPath = kfp.components.InputPath()
 OutputPath = kfp.components.OutputPath()
 
-BASE_IMAGE = "python:3.7"
+BASE_IMAGE = "python:3.12"
 
 
 def light_component(base_image: str = BASE_IMAGE,):
@@ -30,7 +30,7 @@ def light_component(base_image: str = BASE_IMAGE,):
 
     Usage:
     ```python
-    @light_component(base_image="python:3.7")
+    @light_component(base_image="python:3.12")
     def a_component(src: kfp.components.InputPath(), ...):
         ...
     ```
diff --git a/sdk/runtime_tests/test_data/pipeline_with_task_final_status.yaml b/sdk/runtime_tests/test_data/pipeline_with_task_final_status.yaml
index 18ae5fa44dc4..e7e646b13cf1 100644
--- a/sdk/runtime_tests/test_data/pipeline_with_task_final_status.yaml
+++ b/sdk/runtime_tests/test_data/pipeline_with_task_final_status.yaml
@@ -88,7 +88,7 @@ deploymentSpec:
           \    print('Pipeline task name: ', status.pipeline_task_name)\n    print('Error\
           \ code: ', status.error_code)\n    print('Error message: ', status.error_message)\n\
           \n"
-        image: python:3.7
+        image: python:3.12
     exec-fail-op:
       container:
         args:
@@ -117,7 +117,7 @@ deploymentSpec:
         - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\
           \ *\n\ndef fail_op(message: str):\n    \"\"\"Fails.\"\"\"\n    import sys\n\
           \    print(message)\n    sys.exit(1)\n\n"
-        image: python:3.7
+        image: python:3.12
     exec-print-op:
       container:
         args:
@@ -146,7 +146,7 @@ deploymentSpec:
         - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\
           \ *\n\ndef print_op(message: str):\n    \"\"\"Prints a message.\"\"\"\n\
           \    print(message)\n\n"
-        image: python:3.7
+        image: python:3.12
 pipelineInfo:
   name: pipeline-with-task-final-status
 root: