diff --git a/.github/workflows/main.yaml b/.github/workflows/main.yaml
index 2544cec0..46528079 100644
--- a/.github/workflows/main.yaml
+++ b/.github/workflows/main.yaml
@@ -24,7 +24,7 @@ jobs:
         run: |
           sudo apt-get update
           sudo apt-get install libgl1-mesa-glx -y
-          python -m pip install --upgrade pip
+          python -m pip install pip==24.0
           python -m pip install  pylint
           python -m pip install ${{github.workspace}}/examples/resources/third_party/*
           python -m pip install -r ${{github.workspace}}/requirements.txt
diff --git a/core/cmd/obj/benchmarkingjob.py b/core/cmd/obj/benchmarkingjob.py
index 5938d74b..fcaed727 100644
--- a/core/cmd/obj/benchmarkingjob.py
+++ b/core/cmd/obj/benchmarkingjob.py
@@ -1,3 +1,4 @@
+# pylint: disable=R0801
 # Copyright 2022 The KubeEdge Authors.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
diff --git a/core/testcasecontroller/algorithm/paradigm/singletask_learning/singletask_learning_active_boost.py b/core/testcasecontroller/algorithm/paradigm/singletask_learning/singletask_learning_active_boost.py
index 7277f60a..e3eee1fc 100644
--- a/core/testcasecontroller/algorithm/paradigm/singletask_learning/singletask_learning_active_boost.py
+++ b/core/testcasecontroller/algorithm/paradigm/singletask_learning/singletask_learning_active_boost.py
@@ -1,11 +1,19 @@
+# pylint: disable=C0301
+# pylint: disable=C0114
+# pylint: disable=C0115
+# pylint: disable=W0246
+# pylint: disable=R1725
+# pylint: disable=R1732
+# pylint: disable=R0913
+# pylint: disable=R0801
 import json
 import os
+import os.path as osp
 from core.common.constant import ParadigmType
 from examples.yaoba.singletask_learning_boost.resource.utils.infer_and_error import infer_anno, merge_predict_results, \
     compute_error, gen_txt_according_json, get_new_train_json
 from examples.yaoba.singletask_learning_boost.resource.utils.transform_unkonwn import aug_image_bboxes
 from .singletask_learning import SingleTaskLearning
-import os.path as osp
 
 
 class SingleTaskLearningACBoost(SingleTaskLearning):
diff --git a/core/testcasecontroller/algorithm/paradigm/singletask_learning/singletask_learning_tta.py b/core/testcasecontroller/algorithm/paradigm/singletask_learning/singletask_learning_tta.py
index e7b6f53a..ecda45b1 100644
--- a/core/testcasecontroller/algorithm/paradigm/singletask_learning/singletask_learning_tta.py
+++ b/core/testcasecontroller/algorithm/paradigm/singletask_learning/singletask_learning_tta.py
@@ -1,3 +1,11 @@
+# pylint: disable=C0114
+# pylint: disable=E0401
+# pylint: disable=C0115
+# pylint: disable=W0246
+# pylint: disable=R1725
+# pylint: disable=R1732
+# pylint: disable=C0103
+# pylint: disable=R0801
 import json
 import os
 import torch