diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index f7639a1370aa6d049f30b5b022375c4e4eff0bae..1245f1b4cb1d8e4dedc2a1aceabed6c65d8f26d5 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -78,6 +78,11 @@ repos:
             - --ignore-pass-after-docstring
             - --ignore-init-module-imports
             - --exclude=python/paddle/fluid/[!t]**,python/paddle/fluid/tra**
+-   repo: https://github.com/charliermarsh/ruff-pre-commit
+    rev: v0.0.254
+    hooks:
+    -   id: ruff
+        args: [--fix, --exit-non-zero-on-fix, --no-cache]
 -   repo: local
     hooks:
     -   id: pylint-doc-string
diff --git a/pyproject.toml b/pyproject.toml
index d42ee7ab0ec5408bd2c8a0014dd388f9f68fb657..cf4afca27c328033302569d9ccb35373f218016d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -17,3 +17,45 @@ extend_skip_glob = [
     "python/paddle/fluid/tests/unittests/npu/**",
     "python/paddle/fluid/tests/unittests/mlu/**",
 ]
+
+[tool.ruff]
+exclude = [
+    "./build",
+    "./python/paddle/fluid/[!t]**",
+    "./python/paddle/fluid/tra**",
+    "./python/paddle/utils/gast/**",
+    "./python/paddle/fluid/tests/unittests/npu/**",
+    "./python/paddle/fluid/tests/unittests/mlu/**",
+]
+target-version = "py37"
+select = [
+    # Pyupgrade
+    "UP001",
+    "UP003",
+    "UP007",
+    "UP011",
+    "UP013",
+    "UP014",
+    "UP017",
+    "UP019",
+    "UP020",
+    "UP021",
+    "UP022",
+    "UP023",
+    "UP025",
+    "UP026",
+    "UP029",
+    "UP033",
+    "UP035",
+    "UP036",
+
+    # NumPy-specific rules
+    "NPY001",
+]
+unfixable = [
+    "NPY001"
+]
+
+[tool.ruff.per-file-ignores]
+"__init__.py" = ["F401"]
+"setup.py" = ["UP036"]
diff --git a/python/paddle/fluid/tests/unittests/ir/inference/test_trt_convert_elementwise.py b/python/paddle/fluid/tests/unittests/ir/inference/test_trt_convert_elementwise.py
index ff7cc6e2dd1a214f543e9ca637fa8c4065f42a99..417591c453694912c5134f45193700658338719f 100644
--- a/python/paddle/fluid/tests/unittests/ir/inference/test_trt_convert_elementwise.py
+++ b/python/paddle/fluid/tests/unittests/ir/inference/test_trt_convert_elementwise.py
@@ -953,7 +953,7 @@ class TrtConvertElementwiseTestTwoInputSkipCase(TrtLayerAutoScanTest):
                 )
             # Paddle mul support bool and TensorRT not
             if op_type == "elementwise_mul":
-                return np.random.random(shape).astype(np.bool)
+                return np.random.random(shape).astype(np.bool_)
 
         for shape in [[4], [4, 32], [2, 32, 16], [1, 8, 16, 32]]:
             for op_type in [
diff --git a/python/paddle/fluid/tests/unittests/op_test.py b/python/paddle/fluid/tests/unittests/op_test.py
index 4d728eb98d652f1d870ebd3f8458f0080041016f..74e35abe5d29cc999fb241685d752afb9db47c48 100644
--- a/python/paddle/fluid/tests/unittests/op_test.py
+++ b/python/paddle/fluid/tests/unittests/op_test.py
@@ -2185,7 +2185,7 @@ class OpTest(unittest.TestCase):
                     else:
                         abs_a = 1 if abs_a < 1e-3 else abs_a
 
-                if self.dtype == np.bool:
+                if self.dtype == np.bool_:
                     diff_mat = np.abs(a ^ b) / abs_a
                 else:
                     diff_mat = np.abs(a - b) / abs_a