diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 93409612..61b7221f 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,14 +1,11 @@
 repos:
-  - repo: https://github.com/psf/black
-    rev: 23.10.1
-    hooks:
-      - id: black
-        files: "^datamodel_code_generator|^tests"
-        exclude: "^tests/data"
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: 'v0.1.4'
+    rev: 'v0.1.5'
     hooks:
       - id: ruff
         files: "^datamodel_code_generator|^tests"
         exclude: "^tests/data"
-        args: [--fix, --exit-non-zero-on-fix]
+        args: [ --fix ]
+      - id: ruff-format
+        files: "^datamodel_code_generator|^tests"
+        exclude: "^tests/data"
diff --git a/datamodel_code_generator/__main__.py b/datamodel_code_generator/__main__.py
index efd4df20..11419df4 100644
--- a/datamodel_code_generator/__main__.py
+++ b/datamodel_code_generator/__main__.py
@@ -186,9 +186,7 @@ class Config(BaseModel):
         def validate_each_item(each_item: Any) -> Tuple[str, str]:
             if isinstance(each_item, str):  # pragma: no cover
                 try:
-                    field_name, field_value = each_item.split(
-                        ':', maxsplit=1
-                    )  # type: str, str
+                    field_name, field_value = each_item.split(':', maxsplit=1)  # type: str, str
                     return field_name, field_value.lstrip()
                 except ValueError:
                     raise Error(f'Invalid http header: {each_item!r}')
@@ -342,8 +340,8 @@ def main(args: Optional[Sequence[str]] = None) -> Exit:
     if not is_supported_in_black(config.target_python_version):  # pragma: no cover
         print(
             f"Installed black doesn't support Python version {config.target_python_version.value}.\n"  # type: ignore
-            f"You have to install a newer black.\n"
-            f"Installed black version: {black.__version__}",
+            f'You have to install a newer black.\n'
+            f'Installed black version: {black.__version__}',
             file=sys.stderr,
         )
         return Exit.ERROR
diff --git a/datamodel_code_generator/arguments.py b/datamodel_code_generator/arguments.py
index 95136326..e1e299c7 100644
--- a/datamodel_code_generator/arguments.py
+++ b/datamodel_code_generator/arguments.py
@@ -421,7 +421,7 @@ openapi_options.add_argument(
 # ======================================================================================
 general_options.add_argument(
     '--debug',
-    help="show debug message (require \"debug\". `$ pip install 'datamodel-code-generator[debug]'`)",
+    help='show debug message (require "debug". `$ pip install \'datamodel-code-generator[debug]\'`)',
     action='store_true',
     default=None,
 )
diff --git a/datamodel_code_generator/format.py b/datamodel_code_generator/format.py
index 2a61c4d3..e2b84d2b 100644
--- a/datamodel_code_generator/format.py
+++ b/datamodel_code_generator/format.py
@@ -30,11 +30,22 @@ class PythonVersion(Enum):
 
     @cached_property
     def _is_py_310_or_later(self) -> bool:  # pragma: no cover
-        return self.value not in {self.PY_36.value, self.PY_37.value, self.PY_38.value, self.PY_39.value}  # type: ignore
+        return self.value not in {
+            self.PY_36.value,
+            self.PY_37.value,
+            self.PY_38.value,
+            self.PY_39.value,
+        }  # type: ignore
 
     @cached_property
     def _is_py_311_or_later(self) -> bool:  # pragma: no cover
-        return self.value not in {self.PY_36.value, self.PY_37.value, self.PY_38.value, self.PY_39.value, self.PY_310.value}  # type: ignore
+        return self.value not in {
+            self.PY_36.value,
+            self.PY_37.value,
+            self.PY_38.value,
+            self.PY_39.value,
+            self.PY_310.value,
+        }  # type: ignore
 
     @property
     def has_literal_type(self) -> bool:
diff --git a/datamodel_code_generator/model/pydantic/__init__.py b/datamodel_code_generator/model/pydantic/__init__.py
index 99b49eec..37bba2e9 100644
--- a/datamodel_code_generator/model/pydantic/__init__.py
+++ b/datamodel_code_generator/model/pydantic/__init__.py
@@ -42,6 +42,6 @@ __all__ = [
     'CustomRootType',
     'DataClass',
     'dump_resolve_reference_action',
-    'DataTypeManager'
+    'DataTypeManager',
     # 'VALIDATOR_TEMPLATE',
 ]
diff --git a/datamodel_code_generator/model/pydantic/types.py b/datamodel_code_generator/model/pydantic/types.py
index 0a6a8176..4f2947c0 100644
--- a/datamodel_code_generator/model/pydantic/types.py
+++ b/datamodel_code_generator/model/pydantic/types.py
@@ -124,7 +124,7 @@ byes_kwargs: Set[str] = {'minLength', 'maxLength'}
 
 escape_characters = str.maketrans(
     {
-        "'": r"\'",
+        "'": r'\'',
         '\b': r'\b',
         '\f': r'\f',
         '\n': r'\n',
diff --git a/datamodel_code_generator/model/typed_dict.py b/datamodel_code_generator/model/typed_dict.py
index 5a8b99be..af2557b5 100644
--- a/datamodel_code_generator/model/typed_dict.py
+++ b/datamodel_code_generator/model/typed_dict.py
@@ -26,7 +26,7 @@ from datamodel_code_generator.types import NOT_REQUIRED_PREFIX
 escape_characters = str.maketrans(
     {
         '\\': r'\\',
-        "'": r"\'",
+        "'": r'\'',
         '\b': r'\b',
         '\f': r'\f',
         '\n': r'\n',
diff --git a/datamodel_code_generator/parser/base.py b/datamodel_code_generator/parser/base.py
index dc3504a3..bb5a6e54 100644
--- a/datamodel_code_generator/parser/base.py
+++ b/datamodel_code_generator/parser/base.py
@@ -58,7 +58,7 @@ def get_special_path(keyword: str, path: List[str]) -> List[str]:
 escape_characters = str.maketrans(
     {
         '\\': r'\\',
-        "'": r"\'",
+        "'": r'\'',
         '\b': r'\b',
         '\f': r'\f',
         '\n': r'\n',
@@ -457,9 +457,9 @@ class Parser(ABC):
 
         self.source: Union[str, Path, List[Path], ParseResult] = source
         self.custom_template_dir = custom_template_dir
-        self.extra_template_data: DefaultDict[
-            str, Any
-        ] = extra_template_data or defaultdict(dict)
+        self.extra_template_data: DefaultDict[str, Any] = (
+            extra_template_data or defaultdict(dict)
+        )
 
         if allow_population_by_field_name:
             self.extra_template_data[ALL_MODEL]['allow_population_by_field_name'] = True
@@ -1073,9 +1073,10 @@ class Parser(ABC):
         model_class_name_baseclasses: Dict[DataModel, Tuple[str, Set[str]]] = {}
         for model in models:
             class_name = model.class_name
-            model_class_name_baseclasses[model] = class_name, {
-                b.type_hint for b in model.base_classes if b.reference
-            } - {class_name}
+            model_class_name_baseclasses[model] = (
+                class_name,
+                {b.type_hint for b in model.base_classes if b.reference} - {class_name},
+            )
 
         changed: bool = True
         while changed:
@@ -1172,9 +1173,7 @@ class Parser(ABC):
         module_to_import: Dict[Tuple[str, ...], Imports] = {}
 
         previous_module = ()  # type: Tuple[str, ...]
-        for module, models in (
-            (k, [*v]) for k, v in grouped_models
-        ):  # type: Tuple[str, ...], List[DataModel]
+        for module, models in ((k, [*v]) for k, v in grouped_models):  # type: Tuple[str, ...], List[DataModel]
             for model in models:
                 model_to_module_models[model] = module, models
             self.__delete_duplicate_models(models)
diff --git a/datamodel_code_generator/parser/openapi.py b/datamodel_code_generator/parser/openapi.py
index 279f6fa6..2cd86704 100644
--- a/datamodel_code_generator/parser/openapi.py
+++ b/datamodel_code_generator/parser/openapi.py
@@ -566,9 +566,9 @@ class OpenAPIParser(JsonSchemaParser):
                     )
                 except ImportError:  # pragma: no cover
                     warn(
-                        "Warning: Validation was skipped for OpenAPI. `prance` or `openapi-spec-validator` are not "
-                        "installed.\n"
-                        "To use --validation option after datamodel-code-generator 0.24.0, Please run `$pip install "
+                        'Warning: Validation was skipped for OpenAPI. `prance` or `openapi-spec-validator` are not '
+                        'installed.\n'
+                        'To use --validation option after datamodel-code-generator 0.24.0, Please run `$pip install '
                         "'datamodel-code-generator[validation]'`.\n"
                     )
 
diff --git a/pyproject.toml b/pyproject.toml
index 379741cc..3dc17bdc 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -93,24 +93,14 @@ line-length = 88
 extend-select = ['Q', 'RUF100', 'C4', 'UP', 'I']
 flake8-quotes = {inline-quotes = 'single', multiline-quotes = 'double'}
 target-version = 'py37'
-ignore = ['E501', 'UP006', 'UP007']
+ignore = ['E501', 'UP006', 'UP007', 'Q000', 'Q003' ]
 extend-exclude = ['tests/data']
 
-
-[tool.black]
-line-length = 88
-skip-string-normalization = true
-# language=RegExp
-exclude = '(tests/data|\.eggs|\.git|\.hg|\.mypy_cache|\.nox|\.tox|\.venv|_build|buck-out|build|dist|.*\/models\.py.*|.*\/models\/.*)'
-target-version = ['py37']
-
-[tool.ruff.isort]
-#multi-line-output = 3
-#include-trailing-comma = true
-#force-grid-wrap = 0
-#use-parentheses = true
-#line-length = 88
-#skip = "tests/data"
+[tool.ruff.format]
+quote-style = "single"
+indent-style = "space"
+skip-magic-trailing-comma = false
+line-ending = "auto"
 
 [tool.mypy]
 plugins = "pydantic.mypy"
diff --git a/scripts/format.sh b/scripts/format.sh
index bd7639f3..40c04207 100755
--- a/scripts/format.sh
+++ b/scripts/format.sh
@@ -1,5 +1,7 @@
 #!/usr/bin/env bash
 set -e
 
-black datamodel_code_generator tests
-ruff --fix  datamodel_code_generator tests
+ruff check --fix  datamodel_code_generator tests
+ruff format datamodel_code_generator tests
+
+
diff --git a/scripts/lint.sh b/scripts/lint.sh
index 8b83d8d0..600389d0 100755
--- a/scripts/lint.sh
+++ b/scripts/lint.sh
@@ -1,7 +1,7 @@
 #!/usr/bin/env bash
 set -e
 
-black --check datamodel_code_generator tests
-ruff datamodel_code_generator tests
+ruff check datamodel_code_generator tests
+ruff format --check datamodel_code_generator tests
 
 mypy datamodel_code_generator