[Py OV] Add op to openvino module (#27902)

### Details:
- copy `openvino/runtime/op/` to `openvino`. `op/` is not initialized in
`openvino/runtime/__init__.py`. Update inits in openvino/runtime/op/
- update rule `src/openvino/runtime/*/ops.py: VNE001,VNE003` in
_setup.cfg_
- For opset 1 - 16:
  - move `runtime/opsetx/ops.py`. 
  - update opsetx inits to import from new ops.py location. 
  - add `runtime/opsetx/ops/__init__.py`.
- initialize opsets in openvino init
- add imports for opset14-16 to `openvino/runtime/__init__.py`
- adds possibility to import opsets directly:
```python
import openvino.opset13 as ops
param = ops.parameter([10])
```
or
```python
import openvino as ov
param = ov.opset13.parameter([10])
```


### Tickets:
 - CVS-129458

---------

Signed-off-by: Alicja Miloszewska <[email protected]>

src/bindings/python/setup.cfg

@@ -66,7 +66,7 @@ show_source = True
 docstring-convention = google
 enable-extensions = G
 per-file-ignores =
-    src/openvino/runtime/*/ops.py: VNE001,VNE003
+    src/openvino/*/ops.py: VNE001,VNE003
     src/openvino/preprocess/torchvision/*: N801, VNE001
     *__init__.py: F401
 

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

@@ -56,6 +56,24 @@
 from openvino._pyopenvino import RemoteTensor
 from openvino._pyopenvino import Op
 
+# Import opsets
+from openvino import opset1
+from openvino import opset2
+from openvino import opset3
+from openvino import opset4
+from openvino import opset5
+from openvino import opset6
+from openvino import opset7
+from openvino import opset8
+from openvino import opset9
+from openvino import opset10
+from openvino import opset11
+from openvino import opset12
+from openvino import opset13
+from openvino import opset14
+from openvino import opset15
+from openvino import opset16
+
 # libva related:
 from openvino._pyopenvino import VAContext
 from openvino._pyopenvino import VASurfaceTensor

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

@@ -0,0 +1,19 @@
+# Copyright (C) 2018-2024 Intel Corporation
+# SPDX-License-Identifier: Apache-2.0
+
+"""
+Package: openvino.op
+Low level wrappers for the c++ api in ov::op.
+"""
+
+# flake8: noqa
+
+from openvino._pyopenvino.op import Constant
+from openvino._pyopenvino.op import assign
+from openvino._pyopenvino.op import _PagedAttentionExtension
+from openvino._pyopenvino.op import Parameter
+from openvino._pyopenvino.op import if_op
+from openvino._pyopenvino.op import loop
+from openvino._pyopenvino.op import tensor_iterator
+from openvino._pyopenvino.op import read_value
+from openvino._pyopenvino.op import Result

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

@@ -0,0 +1,22 @@
+# Copyright (C) 2018-2024 Intel Corporation
+# SPDX-License-Identifier: Apache-2.0
+
+"""
+Package: openvino.op.util
+Low level wrappers for the c++ api in ov::op::util.
+"""
+# flake8: noqa
+
+from openvino._pyopenvino.op.util import UnaryElementwiseArithmetic
+from openvino._pyopenvino.op.util import BinaryElementwiseComparison
+from openvino._pyopenvino.op.util import BinaryElementwiseArithmetic
+from openvino._pyopenvino.op.util import BinaryElementwiseLogical
+from openvino._pyopenvino.op.util import ArithmeticReduction
+from openvino._pyopenvino.op.util import IndexReduction
+from openvino._pyopenvino.op.util import VariableInfo
+from openvino._pyopenvino.op.util import Variable
+from openvino._pyopenvino.op.util import MergedInputDescription
+from openvino._pyopenvino.op.util import InvariantInputDescription
+from openvino._pyopenvino.op.util import SliceInputDescription
+from openvino._pyopenvino.op.util import ConcatOutputDescription
+from openvino._pyopenvino.op.util import BodyOutputDescription

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

@@ -0,0 +1,111 @@
+# -*- coding: utf-8 -*-
+# Copyright (C) 2018-2024 Intel Corporation
+# SPDX-License-Identifier: Apache-2.0
+
+from openvino.opset1.ops import absolute
+from openvino.opset1.ops import absolute as abs
+from openvino.opset1.ops import acos
+from openvino.opset1.ops import add
+from openvino.opset1.ops import asin
+from openvino.opset1.ops import atan
+from openvino.opset1.ops import avg_pool
+from openvino.opset1.ops import batch_norm_inference
+from openvino.opset1.ops import binary_convolution
+from openvino.opset1.ops import broadcast
+from openvino.opset1.ops import ceiling
+from openvino.opset1.ops import ceiling as ceil
+from openvino.opset1.ops import clamp
+from openvino.opset1.ops import concat
+from openvino.opset1.ops import constant
+from openvino.opset1.ops import convert
+from openvino.opset1.ops import convert_like
+from openvino.opset1.ops import convolution
+from openvino.opset1.ops import convolution_backprop_data
+from openvino.opset1.ops import cos
+from openvino.opset1.ops import cosh
+from openvino.opset1.ops import ctc_greedy_decoder
+from openvino.opset1.ops import deformable_convolution
+from openvino.opset1.ops import deformable_psroi_pooling
+from openvino.opset1.ops import depth_to_space
+from openvino.opset1.ops import detection_output
+from openvino.opset1.ops import divide
+from openvino.opset1.ops import elu
+from openvino.opset1.ops import equal
+from openvino.opset1.ops import erf
+from openvino.opset1.ops import exp
+from openvino.opset1.ops import fake_quantize
+from openvino.opset1.ops import floor
+from openvino.opset1.ops import floor_mod
+from openvino.opset1.ops import gather
+from openvino.opset1.ops import gather_tree
+from openvino.opset1.ops import greater
+from openvino.opset1.ops import greater_equal
+from openvino.opset1.ops import grn
+from openvino.opset1.ops import group_convolution
+from openvino.opset1.ops import group_convolution_backprop_data
+from openvino.opset1.ops import hard_sigmoid
+from openvino.opset1.ops import interpolate
+from openvino.opset1.ops import less
+from openvino.opset1.ops import less_equal
+from openvino.opset1.ops import log
+from openvino.opset1.ops import logical_and
+from openvino.opset1.ops import logical_not
+from openvino.opset1.ops import logical_or
+from openvino.opset1.ops import logical_xor
+from openvino.opset1.ops import lrn
+from openvino.opset1.ops import lstm_cell
+from openvino.opset1.ops import matmul
+from openvino.opset1.ops import max_pool
+from openvino.opset1.ops import maximum
+from openvino.opset1.ops import minimum
+from openvino.opset1.ops import mod
+from openvino.opset1.ops import multiply
+from openvino.opset1.ops import negative
+from openvino.opset1.ops import non_max_suppression
+from openvino.opset1.ops import normalize_l2
+from openvino.opset1.ops import not_equal
+from openvino.opset1.ops import one_hot
+from openvino.opset1.ops import pad
+from openvino.opset1.ops import parameter
+from openvino.opset1.ops import power
+from openvino.opset1.ops import prelu
+from openvino.opset1.ops import prior_box
+from openvino.opset1.ops import prior_box_clustered
+from openvino.opset1.ops import psroi_pooling
+from openvino.opset1.ops import proposal
+from openvino.opset1.ops import range
+from openvino.opset1.ops import reduce_logical_and
+from openvino.opset1.ops import reduce_logical_or
+from openvino.opset1.ops import reduce_max
+from openvino.opset1.ops import reduce_mean
+from openvino.opset1.ops import reduce_min
+from openvino.opset1.ops import reduce_prod
+from openvino.opset1.ops import reduce_sum
+from openvino.opset1.ops import region_yolo
+from openvino.opset1.ops import relu
+from openvino.opset1.ops import reshape
+from openvino.opset1.ops import result
+from openvino.opset1.ops import reverse_sequence
+from openvino.opset1.ops import select
+from openvino.opset1.ops import selu
+from openvino.opset1.ops import shape_of
+from openvino.opset1.ops import sigmoid
+from openvino.opset1.ops import sign
+from openvino.opset1.ops import sin
+from openvino.opset1.ops import sinh
+from openvino.opset1.ops import softmax
+from openvino.opset1.ops import space_to_depth
+from openvino.opset1.ops import split
+from openvino.opset1.ops import sqrt
+from openvino.opset1.ops import squared_difference
+from openvino.opset1.ops import squeeze
+from openvino.opset1.ops import strided_slice
+from openvino.opset1.ops import subtract
+from openvino.opset1.ops import tan
+from openvino.opset1.ops import tanh
+from openvino.opset1.ops import tensor_iterator
+from openvino.opset1.ops import tile
+from openvino.opset1.ops import topk
+from openvino.opset1.ops import transpose
+from openvino.opset1.ops import unsqueeze
+from openvino.opset1.ops import variadic_split

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

@@ -9,7 +9,7 @@
 from functools import partial
 
 from openvino.runtime import Node, PartialShape, Type
-from openvino.runtime.op import Constant, Parameter, tensor_iterator
+from openvino.op import Constant, Parameter, tensor_iterator
 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 (

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

@@ -0,0 +1,179 @@
+# -*- coding: utf-8 -*-
+# Copyright (C) 2018-2024 Intel Corporation
+# SPDX-License-Identifier: Apache-2.0
+
+from openvino.opset1.ops import absolute
+from openvino.opset1.ops import absolute as abs
+from openvino.opset1.ops import acos
+from openvino.opset4.ops import acosh
+from openvino.opset8.ops import adaptive_avg_pool
+from openvino.opset8.ops import adaptive_max_pool
+from openvino.opset1.ops import add
+from openvino.opset1.ops import asin
+from openvino.opset4.ops import asinh
+from openvino.opset6.ops import assign
+from openvino.opset1.ops import atan
+from openvino.opset4.ops import atanh
+from openvino.opset1.ops import avg_pool
+from openvino.opset5.ops import batch_norm_inference
+from openvino.opset2.ops import batch_to_space
+from openvino.opset1.ops import binary_convolution
+from openvino.opset3.ops import broadcast
+from openvino.opset3.ops import bucketize
+from openvino.opset1.ops import ceiling
+from openvino.opset1.ops import ceiling as ceil
+from openvino.opset1.ops import clamp
+from openvino.opset1.ops import concat
+from openvino.opset1.ops import constant
+from openvino.opset1.ops import convert
+from openvino.opset1.ops import convert_like
+from openvino.opset1.ops import convolution
+from openvino.opset1.ops import convolution_backprop_data
+from openvino.opset1.ops import cos
+from openvino.opset1.ops import cosh
+from openvino.opset1.ops import ctc_greedy_decoder
+from openvino.opset6.ops import ctc_greedy_decoder_seq_len
+from openvino.opset4.ops import ctc_loss
+from openvino.opset3.ops import cum_sum
+from openvino.opset3.ops import cum_sum as cumsum
+from openvino.opset8.ops import deformable_convolution
+from openvino.opset1.ops import deformable_psroi_pooling
+from openvino.opset1.ops import depth_to_space
+from openvino.opset8.ops import detection_output
+from openvino.opset7.ops import dft
+from openvino.opset1.ops import divide
+from openvino.opset7.ops import einsum
+from openvino.opset1.ops import elu
+from openvino.opset3.ops import embedding_bag_offsets_sum
+from openvino.opset3.ops import embedding_bag_packed_sum
+from openvino.opset3.ops import embedding_segments_sum
+from openvino.opset3.ops import extract_image_patches
+from openvino.opset1.ops import equal
+from openvino.opset1.ops import erf
+from openvino.opset1.ops import exp
+from openvino.opset9.ops import eye
+from openvino.opset1.ops import fake_quantize
+from openvino.opset1.ops import floor
+from openvino.opset1.ops import floor_mod
+from openvino.opset8.ops import gather
+from openvino.opset6.ops import gather_elements
+from openvino.opset8.ops import gather_nd
+from openvino.opset1.ops import gather_tree
+from openvino.opset7.ops import gelu
+from openvino.opset9.ops import generate_proposals
+from openvino.opset1.ops import greater
+from openvino.opset1.ops import greater_equal
+from openvino.opset9.ops import grid_sample
+from openvino.opset1.ops import grn
+from openvino.opset1.ops import group_convolution
+from openvino.opset1.ops import group_convolution_backprop_data
+from openvino.opset3.ops import gru_cell
+from openvino.opset5.ops import gru_sequence
+from openvino.opset1.ops import hard_sigmoid
+from openvino.opset5.ops import hsigmoid
+from openvino.opset4.ops import hswish
+from openvino.opset7.ops import idft
+from openvino.opset8.ops import if_op
+from openvino.opset10.ops import interpolate
+from openvino.opset9.ops import irdft
+from openvino.opset10.ops import is_finite
+from openvino.opset10.ops import is_inf
+from openvino.opset10.ops import is_nan
+from openvino.opset8.ops import i420_to_bgr
+from openvino.opset8.ops import i420_to_rgb
+from openvino.opset1.ops import less
+from openvino.opset1.ops import less_equal
+from openvino.opset1.ops import log
+from openvino.opset1.ops import logical_and
+from openvino.opset1.ops import logical_not
+from openvino.opset1.ops import logical_or
+from openvino.opset1.ops import logical_xor
+from openvino.opset5.ops import log_softmax
+from openvino.opset5.ops import loop
+from openvino.opset1.ops import lrn
+from openvino.opset4.ops import lstm_cell
+from openvino.opset5.ops import lstm_sequence
+from openvino.opset1.ops import matmul
+from openvino.opset8.ops import matrix_nms
+from openvino.opset8.ops import max_pool
+from openvino.opset1.ops import maximum
+from openvino.opset1.ops import minimum
+from openvino.opset4.ops import mish
+from openvino.opset1.ops import mod
+from openvino.opset9.ops import multiclass_nms
+from openvino.opset1.ops import multiply
+from openvino.opset6.ops import mvn
+from openvino.opset1.ops import negative
+from openvino.opset9.ops import non_max_suppression
+from openvino.opset3.ops import non_zero
+from openvino.opset1.ops import normalize_l2
+from openvino.opset1.ops import not_equal
+from openvino.opset8.ops import nv12_to_bgr
+from openvino.opset8.ops import nv12_to_rgb
+from openvino.opset1.ops import one_hot
+from openvino.opset1.ops import pad
+from openvino.opset1.ops import parameter
+from openvino.opset1.ops import power
+from openvino.opset1.ops import prelu
+from openvino.opset8.ops import prior_box
+from openvino.opset1.ops import prior_box_clustered
+from openvino.opset1.ops import psroi_pooling
+from openvino.opset4.ops import proposal
+from openvino.opset1.ops import range
+from openvino.opset8.ops import random_uniform
+from openvino.opset9.ops import rdft
+from openvino.opset6.ops import read_value
+from openvino.opset4.ops import reduce_l1
+from openvino.opset4.ops import reduce_l2
+from openvino.opset1.ops import reduce_logical_and
+from openvino.opset1.ops import reduce_logical_or
+from openvino.opset1.ops import reduce_max
+from openvino.opset1.ops import reduce_mean
+from openvino.opset1.ops import reduce_min
+from openvino.opset1.ops import reduce_prod
+from openvino.opset1.ops import reduce_sum
+from openvino.opset1.ops import region_yolo
+from openvino.opset2.ops import reorg_yolo
+from openvino.opset1.ops import relu
+from openvino.opset1.ops import reshape
+from openvino.opset1.ops import result
+from openvino.opset1.ops import reverse_sequence
+from openvino.opset3.ops import rnn_cell
+from openvino.opset5.ops import rnn_sequence
+from openvino.opset9.ops import roi_align
+from openvino.opset2.ops import roi_pooling
+from openvino.opset7.ops import roll
+from openvino.opset5.ops import round
+from openvino.opset3.ops import scatter_elements_update
+from openvino.opset4.ops import scatter_nd_update
+from openvino.opset3.ops import scatter_update
+from openvino.opset1.ops import select
+from openvino.opset1.ops import selu
+from openvino.opset3.ops import shape_of
+from openvino.opset3.ops import shuffle_channels
+from openvino.opset1.ops import sigmoid
+from openvino.opset1.ops import sign
+from openvino.opset1.ops import sin
+from openvino.opset1.ops import sinh
+from openvino.opset8.ops import slice
+from openvino.opset8.ops import softmax
+from openvino.opset4.ops import softplus
+from openvino.opset9.ops import softsign
+from openvino.opset2.ops import space_to_batch
+from openvino.opset1.ops import space_to_depth
+from openvino.opset1.ops import split
+from openvino.opset1.ops import sqrt
+from openvino.opset1.ops import squared_difference
+from openvino.opset1.ops import squeeze
+from openvino.opset1.ops import strided_slice
+from openvino.opset1.ops import subtract
+from openvino.opset4.ops import swish
+from openvino.opset1.ops import tan
+from openvino.opset1.ops import tanh
+from openvino.opset1.ops import tensor_iterator
+from openvino.opset1.ops import tile
+from openvino.opset3.ops import topk
+from openvino.opset1.ops import transpose
+from openvino.opset10.ops import unique
+from openvino.opset1.ops import unsqueeze
+from openvino.opset1.ops import variadic_split