Reverted python API non BW compatible changes (#28190)

### Reverted:
- #28062 (Guilty one)
- #28085 (Relies on
Guilty one)
- #28166 (Relies on
Guilty one)

src/bindings/python/src/openvino/__init__.py

@@ -7,7 +7,7 @@
 # Required for Windows OS platforms
 # Note: always top-level
 try:
-    from openvino.package_utils import _add_openvino_libs_to_search_path
+    from openvino.utils import _add_openvino_libs_to_search_path
     _add_openvino_libs_to_search_path()
 except ImportError:
     pass
@@ -17,47 +17,6 @@
 # # This __init__.py forces checking of runtime modules to propagate errors.
 # # It is not compared with init files from openvino-dev package.
 # #
-
-# Openvino pybind bindings
-from openvino._pyopenvino import AxisSet
-from openvino._pyopenvino import AxisVector
-from openvino._pyopenvino import ConstOutput
-from openvino._pyopenvino import Coordinate
-from openvino._pyopenvino import CoordinateDiff
-from openvino._pyopenvino import DiscreteTypeInfo
-from openvino._pyopenvino import Extension
-from openvino._pyopenvino import ProfilingInfo
-from openvino._pyopenvino import RTMap
-from openvino._pyopenvino import Version
-from openvino._pyopenvino import Symbol
-from openvino._pyopenvino import Dimension
-from openvino._pyopenvino import Input
-from openvino._pyopenvino import Output
-from openvino._pyopenvino import Node
-from openvino._pyopenvino import Strides
-from openvino._pyopenvino import PartialShape
-from openvino._pyopenvino import Shape
-from openvino._pyopenvino import Layout
-from openvino._pyopenvino import Type
-from openvino._pyopenvino import Tensor
-from openvino._pyopenvino import OVAny
-from openvino._pyopenvino import get_batch
-from openvino._pyopenvino import set_batch
-from openvino._pyopenvino import serialize
-from openvino._pyopenvino import shutdown
-from openvino._pyopenvino import save_model
-from openvino._pyopenvino import layout_helpers
-from openvino._pyopenvino import RemoteContext
-from openvino._pyopenvino import RemoteTensor
-from openvino._pyopenvino import Op
-
-# Import public classes from _ov_api
-from openvino._ov_api import Model
-from openvino._ov_api import Core
-from openvino._ov_api import CompiledModel
-from openvino._ov_api import InferRequest
-from openvino._ov_api import AsyncInferQueue
-
 # Import all public modules
 from openvino import runtime as runtime
 from openvino import frontend as frontend
@@ -67,10 +26,36 @@
 from openvino import utils as utils
 from openvino import properties as properties
 
+# Import most important classes and functions from openvino.runtime
+from openvino._ov_api import Model
+from openvino._ov_api import Core
+from openvino._ov_api import CompiledModel
+from openvino._ov_api import InferRequest
+from openvino._ov_api import AsyncInferQueue
+
+from openvino.runtime import Symbol
+from openvino.runtime import Dimension
+from openvino.runtime import Strides
+from openvino.runtime import PartialShape
+from openvino.runtime import Shape
+from openvino.runtime import Layout
+from openvino.runtime import Type
+from openvino.runtime import Tensor
+from openvino.runtime import OVAny
+
 # Helper functions for openvino module
-from openvino.utils.data_helpers import tensor_from_file
+from openvino.runtime.utils.data_helpers import tensor_from_file
 from openvino._ov_api import compile_model
+from openvino.runtime import get_batch
+from openvino.runtime import set_batch
+from openvino.runtime import serialize
+from openvino.runtime import shutdown
+from openvino.runtime import save_model
+from openvino.runtime import layout_helpers
 
+from openvino._pyopenvino import RemoteContext
+from openvino._pyopenvino import RemoteTensor
+from openvino._pyopenvino import Op
 
 # Import opsets
 from openvino import opset1
@@ -95,7 +80,7 @@
 from openvino._pyopenvino import VASurfaceTensor
 
 # Set version for openvino package
-from openvino._pyopenvino import get_version
+from openvino.runtime import get_version
 __version__ = get_version()
 
 # Tools

src/bindings/python/src/openvino/_ov_api.py

@@ -5,7 +5,9 @@
 from types import TracebackType
 from typing import Any, Iterable, Union, Optional, Dict, Type
 from pathlib import Path
+import warnings
 
+import numpy as np
 
 from openvino._pyopenvino import Model as ModelBase
 from openvino._pyopenvino import Core as CoreBase
@@ -14,7 +16,7 @@
 from openvino._pyopenvino import Tensor
 from openvino._pyopenvino import Node
 
-from openvino.utils.data_helpers import (
+from openvino.runtime.utils.data_helpers import (
     OVDict,
     _InferRequestWrapper,
     _data_dispatch,

src/bindings/python/src/openvino/frontend/frontend.py

@@ -7,7 +7,7 @@
 from openvino._pyopenvino import FrontEnd as FrontEndBase
 from openvino._pyopenvino import FrontEndManager as FrontEndManagerBase
 from openvino._pyopenvino import InputModel
-from openvino import Model
+from openvino.runtime import Model
 
 
 class FrontEnd(FrontEndBase):

src/bindings/python/src/openvino/frontend/jax/jaxpr_decoder.py

@@ -6,7 +6,7 @@
 
 import jax.core
 from openvino.frontend.jax.py_jax_frontend import _FrontEndJaxDecoder as Decoder
-from openvino import PartialShape, Type as OVType, OVAny
+from openvino.runtime import PartialShape, Type as OVType, OVAny
 from openvino.frontend.jax.utils import jax_array_to_ov_const, get_ov_type_for_value, \
     ivalue_to_constant, param_to_constants
 

src/bindings/python/src/openvino/frontend/jax/utils.py

@@ -8,7 +8,7 @@
 import jax.numpy as jnp
 import numpy as np
 from openvino.frontend.jax.passes import filter_element, filter_ivalue, filter_param
-from openvino import op, Type as OVType, Shape, OVAny
+from openvino.runtime import op, Type as OVType, Shape, OVAny
 
 numpy_to_ov_type_map = {
     np.float32: OVType.f32,

src/bindings/python/src/openvino/frontend/pytorch/fx_decoder.py

@@ -10,7 +10,7 @@
 
 from openvino.frontend.pytorch.py_pytorch_frontend import _FrontEndPytorchDecoder as Decoder
 from openvino.frontend.pytorch.py_pytorch_frontend import _Type as DecoderType
-from openvino import PartialShape, Type as OVType, OVAny, Shape
+from openvino.runtime import PartialShape, Type as OVType, OVAny, Shape
 from openvino.frontend.pytorch.utils import make_constant, fetch_attr, pt_to_ov_type_map, torch_tensor_to_ov_const
 
 logger = logging.getLogger(__name__)

src/bindings/python/src/openvino/frontend/pytorch/torchdynamo/backend.py

@@ -18,7 +18,7 @@
 from torch._decomp import decomposition_table, get_decompositions
 
 from openvino.frontend import FrontEndManager
-from openvino import Core, Type, PartialShape
+from openvino.runtime import Core, Type, PartialShape
 from openvino.frontend.pytorch.ts_decoder import TorchScriptPythonDecoder
 from openvino.frontend.pytorch.torchdynamo import decompositions
 from openvino.frontend.pytorch.torchdynamo.decompositions import get_aot_decomposition_list, get_inf_decomposition_list
@@ -27,7 +27,7 @@
 from openvino.frontend.pytorch.torchdynamo.compile import cached_model_name, openvino_compile_cached_model
 from openvino.frontend.pytorch.torchdynamo.backend_utils import _get_cache_dir, _get_device, _get_model_caching, _get_decompositions, _get_aot_autograd
 
-from openvino import Core, Type, PartialShape
+from openvino.runtime import Core, Type, PartialShape
 
 logger = logging.getLogger(__name__)
 logger.setLevel(logging.WARNING)

src/bindings/python/src/openvino/frontend/pytorch/torchdynamo/backend_utils.py

@@ -5,7 +5,7 @@
 # mypy: ignore-errors
 
 from typing import Optional, Any
-from openvino import Core
+from openvino.runtime import Core
 
 
 def _get_device(options) -> Optional[Any]:

src/bindings/python/src/openvino/frontend/pytorch/torchdynamo/compile.py

@@ -14,7 +14,7 @@
 
 from openvino.frontend import FrontEndManager
 from openvino.frontend.pytorch.fx_decoder import TorchFXPythonDecoder
-from openvino import Core, Type, PartialShape, serialize
+from openvino.runtime import Core, Type, PartialShape, serialize
 from openvino.frontend.pytorch.torchdynamo.backend_utils import _get_cache_dir, _get_device, _get_config, _is_cache_dir_in_config
 
 from typing import Callable, Optional

src/bindings/python/src/openvino/frontend/pytorch/torchdynamo/execute.py

@@ -20,7 +20,7 @@
 from openvino.frontend.pytorch.fx_decoder import TorchFXPythonDecoder
 from openvino.frontend.pytorch.torchdynamo.partition import Partitioner
 from openvino.frontend.pytorch.torchdynamo.compile import openvino_compile
-from openvino import Core, Type, PartialShape
+from openvino.runtime import Core, Type, PartialShape
 from openvino.frontend.pytorch.torchdynamo.backend_utils import _get_cache_dir, _get_device, _get_aot_autograd
 
 from typing import Callable, Optional, Any

src/bindings/python/src/openvino/frontend/pytorch/ts_decoder.py

@@ -6,7 +6,7 @@
 
 from openvino.frontend.pytorch.py_pytorch_frontend import _FrontEndPytorchDecoder as Decoder
 from openvino.frontend.pytorch.py_pytorch_frontend import _Type as DecoderType
-from openvino import op, PartialShape, Type as OVType, OVAny
+from openvino.runtime import op, PartialShape, Type as OVType, OVAny
 from openvino.frontend.pytorch.utils import (
     ivalue_to_constant,
     get_value_from_getattr,
@@ -15,7 +15,7 @@
     convert_quantized_tensor,
     graph_has_ops,
 )
-from openvino import opset11 as ops
+from openvino.runtime import opset11 as ops
 from openvino.frontend.pytorch import quantized, patch_model
 from openvino.frontend.pytorch.module_extension import ModuleExtension
 

src/bindings/python/src/openvino/frontend/pytorch/utils.py

@@ -7,8 +7,8 @@
 import torch
 import numpy as np
 
-from openvino import op, Type as OVType, Shape, Tensor
-from openvino import opset11 as ops
+from openvino.runtime import op, Type as OVType, Shape, Tensor
+from openvino.runtime import opset11 as ops
 
 
 def make_constant(*args, **kwargs):

src/bindings/python/src/openvino/frontend/tensorflow/node_decoder.py

@@ -7,7 +7,7 @@
 import numpy as np
 import tensorflow as tf
 from openvino.frontend.tensorflow.py_tensorflow_frontend import _FrontEndDecoderBase as DecoderBase
-from openvino import PartialShape, Type, OVAny, Tensor
+from openvino.runtime import PartialShape, Type, OVAny, Tensor
 
 
 def tf_type_to_ov_type(tf_type_int):

src/bindings/python/src/openvino/frontend/tensorflow/utils.py

@@ -8,7 +8,7 @@
 import logging as log
 import numpy as np
 import sys
-from openvino import PartialShape, Dimension, Type
+from openvino.runtime import PartialShape, Dimension, Type
 from packaging.version import parse, Version
 from typing import List, Dict, Union
 

src/bindings/python/src/openvino/helpers/packing.py

@@ -5,7 +5,7 @@
 
 import numpy as np
 from typing import Union
-from openvino import Type, Shape
+from openvino.runtime import Type, Shape
 
 
 def pack_data(array: np.ndarray, type: Type) -> np.ndarray:

src/bindings/python/src/openvino/opset1/ops.py

@@ -8,17 +8,17 @@
 import numpy as np
 from functools import partial
 
-from openvino import Node, PartialShape, Type
+from openvino.runtime import Node, PartialShape, Type
 from openvino.op import Constant, Parameter, tensor_iterator
-from openvino.utils.node_factory import _get_node_factory
-from openvino.utils.decorators import binary_op, nameable_op, unary_op
-from openvino.utils.input_validation import (
+from openvino.runtime.opset_utils import _get_node_factory
+from openvino.runtime.utils.decorators import binary_op, nameable_op, unary_op
+from openvino.runtime.utils.input_validation import (
     check_valid_attributes,
     is_non_negative_value,
     is_positive_value,
 )
-from openvino.utils.node_factory import NodeFactory
-from openvino.utils.types import (
+from openvino.runtime.utils.node_factory import NodeFactory
+from openvino.runtime.utils.types import (
     NodeInput,
     NumericData,
     NumericType,

src/bindings/python/src/openvino/opset10/ops.py

@@ -6,10 +6,10 @@
 from functools import partial
 from typing import List, Optional
 
-from openvino import Node
-from openvino.utils.node_factory import _get_node_factory
-from openvino.utils.decorators import nameable_op
-from openvino.utils.types import (
+from openvino.runtime import Node
+from openvino.runtime.opset_utils import _get_node_factory
+from openvino.runtime.utils.decorators import nameable_op
+from openvino.runtime.utils.types import (
     NodeInput,
     as_nodes,
     as_node,

src/bindings/python/src/openvino/opset11/ops.py

@@ -6,10 +6,10 @@
 from functools import partial
 from typing import List, Optional
 
-from openvino import Node
-from openvino.utils.node_factory import _get_node_factory
-from openvino.utils.decorators import nameable_op
-from openvino.utils.types import (
+from openvino.runtime import Node
+from openvino.runtime.opset_utils import _get_node_factory
+from openvino.runtime.utils.decorators import nameable_op
+from openvino.runtime.utils.types import (
     NodeInput,
     as_nodes,
 )

src/bindings/python/src/openvino/opset12/ops.py

@@ -6,10 +6,10 @@
 from functools import partial
 from typing import Optional
 
-from openvino import Node
-from openvino.utils.node_factory import _get_node_factory
-from openvino.utils.decorators import nameable_op
-from openvino.utils.types import (
+from openvino.runtime import Node
+from openvino.runtime.opset_utils import _get_node_factory
+from openvino.runtime.utils.decorators import nameable_op
+from openvino.runtime.utils.types import (
     NodeInput,
     as_nodes,
     as_node,

src/bindings/python/src/openvino/opset13/ops.py

@@ -11,12 +11,12 @@
 
 log = logging.getLogger(__name__)
 
-from openvino import Node, Shape, Type, Output, Tensor
+from openvino.runtime import Node, Shape, Type, Output, Tensor
 from openvino.op import Constant, Result
 from openvino.opset1 import convert_like
-from openvino.utils.node_factory import _get_node_factory
-from openvino.utils.decorators import binary_op, nameable_op, unary_op, overloading
-from openvino.utils.types import (
+from openvino.runtime.opset_utils import _get_node_factory
+from openvino.runtime.utils.decorators import binary_op, nameable_op, unary_op, overloading
+from openvino.runtime.utils.types import (
     NumericData,
     NodeInput,
     NumericType,

src/bindings/python/src/openvino/opset14/ops.py

@@ -7,11 +7,11 @@
 
 from typing import Union, Optional, List
 
-from openvino import Node, Type
-from openvino.utils.node_factory import _get_node_factory
-from openvino.utils.types import TensorShape
-from openvino.utils.decorators import nameable_op
-from openvino.utils.types import NodeInput, as_node, as_nodes
+from openvino.runtime import Node, Type
+from openvino.runtime.opset_utils import _get_node_factory
+from openvino.runtime.utils.types import TensorShape
+from openvino.runtime.utils.decorators import nameable_op
+from openvino.runtime.utils.types import NodeInput, as_node, as_nodes
 
 _get_node_factory_opset14 = partial(_get_node_factory, "opset14")
 

src/bindings/python/src/openvino/opset15/ops.py

@@ -7,12 +7,12 @@
 from typing import List, Literal, Optional
 
 import numpy as np
-from openvino import Node, Type
+from openvino.runtime import Node, Type
 from openvino.opset1 import convert_like
 from openvino.opset14 import constant
-from openvino.utils.node_factory import _get_node_factory
-from openvino.utils.decorators import binary_op, nameable_op
-from openvino.utils.types import NodeInput, as_nodes
+from openvino.runtime.opset_utils import _get_node_factory
+from openvino.runtime.utils.decorators import binary_op, nameable_op
+from openvino.runtime.utils.types import NodeInput, as_nodes
 
 _get_node_factory_opset15 = partial(_get_node_factory, "opset15")
 

src/bindings/python/src/openvino/opset16/ops.py

@@ -6,10 +6,10 @@
 from functools import partial
 from typing import Optional
 
-from openvino import Node
-from openvino.utils.decorators import nameable_op
-from openvino.utils.node_factory import _get_node_factory
-from openvino.utils.types import NodeInput, as_nodes
+from openvino.runtime import Node
+from openvino.runtime.utils.decorators import nameable_op
+from openvino.runtime.opset_utils import _get_node_factory
+from openvino.runtime.utils.types import NodeInput, as_nodes
 
 _get_node_factory_opset16 = partial(_get_node_factory, "opset16")