[CodeStyle][ruff] clean some F401 step: 8

pyproject.toml

@@ -134,24 +134,13 @@ known-first-party = ["paddle"]
 "python/paddle/distributed/fleet/elastic/__init__.py" = ["F401", "I001"]
 
 # temp ignore isort
-"python/paddle/__init__.py" = ["I001"]
 "python/paddle/amp/__init__.py" = ["I001"]
-"python/paddle/audio/__init__.py" = ["I001"]
-"python/paddle/audio/features/__init__.py" = ["I001"]
-"python/paddle/audio/functional/__init__.py" = ["I001"]
-"python/paddle/base/__init__.py" = ["I001"]
 "python/paddle/distributed/__init__.py" = ["I001"]
 "python/paddle/distributed/communication/stream/__init__.py" = ["I001"]
-"python/paddle/device/cuda/__init__.py" = ["I001"]
 "python/paddle/distributed/launch/context/__init__.py" = ["I001"]
 "python/paddle/distributed/launch/controllers/__init__.py" = ["I001"]
 "python/paddle/distributed/passes/__init__.py" = ["I001"]
 "python/paddle/distributed/rpc/__init__.py" = ["I001"]
 "python/paddle/distribution/__init__.py" = ["I001"]
-"python/paddle/framework/__init__.py" = ["I001"]
 "python/paddle/incubate/distributed/fleet/__init__.py" = ["I001"]
 "python/paddle/incubate/distributed/fleet/parameter_server/pslib/__init__.py" = ["I001"]
-"python/paddle/io/dataloader/__init__.py" = ["I001"]
-"python/paddle/jit/__init__.py" = ["I001"]
-"python/paddle/pir/__init__.py" = ["I001"]
-"python/paddle/tensor/__init__.py" = ["I001"]

python/paddle/__init__.py

@@ -157,6 +157,9 @@
     flops,
     summary,
 )
+from .nn.functional.distance import (  # noqa: F401
+    pdist,
+)
 from .nn.initializer.lazy_init import LazyGuard
 from .tensor.attribute import (
     imag,
@@ -266,10 +269,12 @@
     cast,
     cast_,
     chunk,
+    column_stack,
     concat,
     crop,
     diagonal_scatter,
     dsplit,
+    dstack,
     expand,
     expand_as,
     flatten,
@@ -278,6 +283,7 @@
     gather,
     gather_nd,
     hsplit,
+    hstack,
     index_add,
     index_add_,
     index_fill,
@@ -286,31 +292,27 @@
     index_put_,
     masked_fill,
     masked_fill_,
-    masked_scatter_,
     masked_scatter,
+    masked_scatter_,
     moveaxis,
     put_along_axis,
-    select_scatter,
     repeat_interleave,
     reshape,
     reshape_,
     roll,
     rot90,
+    row_stack,
     scatter,
     scatter_,
     scatter_nd,
     scatter_nd_add,
+    select_scatter,
     shard_index,
     slice,
     split,
     squeeze,
     squeeze_,
     stack,
-    hstack,
-    vstack,
-    dstack,
-    column_stack,
-    row_stack,
     strided_slice,
     take_along_axis,
     tensor_split,
@@ -328,6 +330,7 @@
     view,
     view_as,
     vsplit,
+    vstack,
 )
 from .tensor.math import (  # noqa: F401
     abs,
@@ -489,8 +492,8 @@
     vander,
 )
 from .tensor.random import (
-    binomial,
     bernoulli,
+    binomial,
     check_shape,
     multinomial,
     normal,
@@ -531,10 +534,6 @@
     std,
     var,
 )
-
-from .nn.functional.distance import (  # noqa: F401
-    pdist,
-)
 from .tensor.to_string import set_printoptions
 
 # CINN has to set a flag to include a lib

python/paddle/audio/__init__.py

@@ -12,11 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from . import features
-from . import functional
-from . import datasets
-from . import backends
-
+from . import backends, datasets, features, functional
 from .backends.backend import info, load, save
 
 __all__ = [

python/paddle/audio/features/__init__.py

@@ -12,9 +12,9 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 from .layers import (
+    MFCC,
     LogMelSpectrogram,
     MelSpectrogram,
-    MFCC,
     Spectrogram,
 )
 

python/paddle/audio/functional/__init__.py

@@ -20,7 +20,6 @@
     mel_to_hz,
     power_to_db,
 )
-
 from .window import get_window
 
 __all__ = [

python/paddle/base/__init__.py

@@ -33,8 +33,6 @@
     except Exception as e:
         raise e
 
-from .layers.math_op_patch import monkey_patch_variable
-
 # import all class inside framework into base module
 # import all class inside executor into base module
 from . import (  # noqa: F401
@@ -116,6 +114,7 @@
     xpu_places,
 )
 from .initializer import set_global_initializer  # noqa: F401
+from .layers.math_op_patch import monkey_patch_variable
 from .lod_tensor import (  # noqa: F401
     create_lod_tensor,
     create_random_int_lodtensor,

python/paddle/device/cuda/__init__.py

@@ -17,7 +17,7 @@
 from paddle.base.wrapped_decorator import signature_safe_contextmanager
 from paddle.utils import deprecated
 
-from .streams import Stream, Event
+from .streams import Event, Stream
 
 __all__ = [
     'Stream',

python/paddle/framework/__init__.py

@@ -23,12 +23,13 @@
     IPUPlace,
     XPUPlace,
 )
-from .io import async_save, clear_async_save_task_queue  # noqa: F401
 from ..base.dygraph import base, to_variable  # noqa: F401
-from ..base.dygraph.base import disable_dygraph as enable_static  # noqa: F401
-from ..base.dygraph.base import enable_dygraph as disable_static  # noqa: F401
-from ..base.dygraph.base import grad  # noqa: F401
-from ..base.dygraph.base import no_grad_ as no_grad  # noqa: F401
+from ..base.dygraph.base import (  # noqa: F401
+    disable_dygraph as enable_static,
+    enable_dygraph as disable_static,
+    grad,
+    no_grad_ as no_grad,
+)
 from ..base.framework import (  # noqa: F401
     Block,
     IrGraph,
@@ -43,21 +44,15 @@
     _get_paddle_place,
     _global_flags,
     _set_expected_place,
-)
-from ..base.framework import (  # noqa: F401
     _stride_in_no_check_dy2st_diff as _no_check_dy2st_diff,
-)
-from ..base.framework import (  # noqa: F401
     convert_np_dtype_to_dtype_,
     deprecate_stat_dict,
     disable_signal_handler,
     dygraph_not_support,
     dygraph_only,
     generate_control_dev_var_name,
     get_flags,
-)
-from ..base.framework import in_dygraph_mode as in_dynamic_mode  # noqa: F401
-from ..base.framework import (  # noqa: F401
+    in_dygraph_mode as in_dynamic_mode,
     in_dynamic_or_pir_mode,
     in_pir_mode,
     set_flags,
@@ -66,6 +61,7 @@
     use_pir_api,
 )
 from ..base.layer_helper import LayerHelper  # noqa: F401
+from .io import async_save, clear_async_save_task_queue  # noqa: F401
 
 # isort: off
 # Do the *DUPLICATED* monkey-patch for the tensor object.

python/paddle/io/dataloader/__init__.py

@@ -12,22 +12,25 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from .dataset import Dataset  # noqa: F401
-from .dataset import IterableDataset  # noqa: F401
-from .dataset import TensorDataset  # noqa: F401
-from .dataset import ComposeDataset  # noqa: F401
-from .dataset import ChainDataset  # noqa: F401
-from .dataset import random_split  # noqa: F401
-from .dataset import Subset  # noqa: F401
-from .dataset import ConcatDataset  # noqa: F401
-
-from .batch_sampler import BatchSampler  # noqa: F401
-from .batch_sampler import DistributedBatchSampler  # noqa: F401
-
+from .batch_sampler import (  # noqa: F401
+    BatchSampler,
+    DistributedBatchSampler,
+)
+from .dataset import (  # noqa: F401
+    ChainDataset,
+    ComposeDataset,
+    ConcatDataset,
+    Dataset,
+    IterableDataset,
+    Subset,
+    TensorDataset,
+    random_split,
+)
+from .sampler import (  # noqa: F401
+    RandomSampler,
+    Sampler,
+    SequenceSampler,
+    SubsetRandomSampler,
+    WeightedRandomSampler,
+)
 from .worker import get_worker_info  # noqa: F401
-
-from .sampler import Sampler  # noqa: F401
-from .sampler import SequenceSampler  # noqa: F401
-from .sampler import RandomSampler  # noqa: F401
-from .sampler import WeightedRandomSampler  # noqa: F401
-from .sampler import SubsetRandomSampler  # noqa: F401

python/paddle/jit/__init__.py

@@ -13,14 +13,9 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from .api import save
-from .api import load
-from .api import to_static
-from .api import not_to_static
-from .api import ignore_module
-from .dy2static.program_translator import enable_to_static
-
+from .api import ignore_module, load, not_to_static, save, to_static
 from .dy2static.logging_utils import set_code_level, set_verbosity
+from .dy2static.program_translator import enable_to_static
 from .translated_layer import TranslatedLayer
 
 __all__ = [

python/paddle/pir/__init__.py

@@ -21,19 +21,19 @@
     Program,
     Type,
     Value,
-    parse_program,
     check_unregistered_ops,
+    create_shaped_type,
     fake_op_result,
+    get_current_insertion_point,
     is_fake_op_result,
+    parse_program,
     register_paddle_dialect,
     reset_insertion_point_to_end,
     reset_insertion_point_to_start,
-    get_current_insertion_point,
     set_insertion_point,
     set_insertion_point_to_block_end,
     translate_to_pir,
     translate_to_pir_with_param_map,
-    create_shaped_type,
 )
 
 from . import core  # noqa: F401

python/paddle/tensor/__init__.py

@@ -60,7 +60,6 @@
     zeros,
     zeros_like,
 )
-
 from .einsum import einsum  # noqa: F401
 from .linalg import (  # noqa: F401
     bincount,