Merge branch 'master' into master

.github/scripts/workflow_rerun/errors_to_look_for.json

@@ -86,5 +86,25 @@
     {
         "error_text": "because the GET request got Content-Type",
         "ticket": 158400
+    },
+    {
+        "error_text": "Unable to make request:",
+        "ticket": 158401
+    },
+    {
+        "error_text": "Failed to make request",
+        "ticket": 158401
+    },
+    {
+        "error_text": "Failure when receiving data from the peer",
+        "ticket": 159323
+    },
+    {
+        "error_text": "HTTP response code said error",
+        "ticket": 159398
+    },
+    {
+        "error_text": "download failed after attempts",
+        "ticket": 159547
     }
 ]

docs/articles_en/about-openvino/compatibility-and-support/supported-models.rst

@@ -6,16 +6,14 @@ models from OpenVINO-supported frameworks may also work properly but have not be
 
 **AI Models that run on Intel® Core Ultra™ Processors with OpenVINO™ toolkit:**
 
-.. raw:: html
-
-   <link rel="stylesheet" type="text/css" href="../../_static/css/openVinoDataTables.css">
-
-
-.. csv-table::
+.. data-table:: 
    :class: modeldata stripe
    :name: supportedModelsTable
    :header-rows: 1
    :file:  ../../_static/download/supported_models.csv
+   :data-column-hidden: []
+   :data-order: [[ 0, "asc" ]]
+   :data-page-length: 10
 
 
 | Marked cells indicate models that passed inference with no errors. Empty cells indicate

docs/articles_en/about-openvino/compatibility-and-support/supported-operations.rst

@@ -41,27 +41,36 @@ Data as of OpenVINO 2024.4, 18 Oct. 2024.
 
    .. tab-item:: PyTorch
 
-      .. csv-table::
+      .. data-table::
          :class: modeldata stripe
-         :name: TensorFlow ops
+         :name: TensorFlow_ops_v1
          :header-rows: 1
          :file:  ../../_static/conformance_files/pytorch_ops.csv
+         :data-column-hidden: []
+         :data-order: [[ 0, "asc" ]]
+         :data-page-length: 10
 
    .. tab-item:: TensorFlow
 
-      .. csv-table::
+      .. data-table::
          :class: modeldata stripe
-         :name: TensorFlow ops
+         :name: TensorFlow_ops_v2
          :header-rows: 1
          :file:  ../../_static/conformance_files/tensorflow_ops.csv
+         :data-column-hidden: []
+         :data-order: [[ 0, "asc" ]]
+         :data-page-length: 10
 
    .. tab-item:: PaddlePaddle
 
-      .. csv-table::
+      .. data-table::
          :class: modeldata stripe
-         :name: Paddle ops
+         :name: Paddle_ops
          :header-rows: 1
          :file:  ../../_static/conformance_files/paddlepaddle_ops.csv
+         :data-column-hidden: []
+         :data-order: [[ 0, "asc" ]]
+         :data-page-length: 10
 
    .. tab-item:: ONNX
 

docs/articles_en/about-openvino/performance-benchmarks/generative-ai-performance.rst

@@ -8,10 +8,6 @@ The current data is as of OpenVINO 2024.4, 20 Nov. 2024.
 The tables below list the key performance indicators for inference on built-in GPUs.
 
 
-.. raw:: html
-
-   <label><link rel="stylesheet" type="text/css" href="../../_static/css/openVinoDataTables.css"></label>
-
 
 .. tab-set::
 
@@ -22,7 +18,9 @@ The tables below list the key performance indicators for inference on built-in G
          :name: supportedModelsTable_V1
          :header-rows: 1
          :file:  ../../_static/benchmarks_files/llm_models_9-288V.csv
-         :hidden: [3,4,6]
+         :data-column-hidden: [3,4,6]
+         :data-order: [[ 0, "asc" ]]
+         :data-page-length: 10
 
    .. tab-item:: 7-268V
 
@@ -31,7 +29,8 @@ The tables below list the key performance indicators for inference on built-in G
          :name: supportedModelsTable_V2
          :header-rows: 1
          :file:  ../../_static/benchmarks_files/llm_models_7-258V.csv
-         :hidden: [3,4,6]
+         :data-column-hidden: [3,4,6]
+         :data-order: [[ 0, "asc" ]]
 
    .. tab-item:: 7-155H
 
@@ -40,7 +39,8 @@ The tables below list the key performance indicators for inference on built-in G
          :name: supportedModelsTable_V3
          :header-rows: 1
          :file:  ../../_static/benchmarks_files/llm_models_7-155H.csv
-         :hidden: [3,4,6]
+         :data-column-hidden: [3,4,6]
+         :data-order: [[ 0, "asc" ]]
 
 
 .. grid:: 1 1 2 2

docs/openvino_sphinx_theme/openvino_sphinx_theme/directives/code.py

@@ -11,7 +11,7 @@
 import requests
 import re
 import json
-
+import html
 import csv
 
 logger = logging.getLogger(__name__)
@@ -147,7 +147,9 @@ class DataTable(Directive):
                    'file': directives.path,
                    'class': directives.unchanged,
                    'name': directives.unchanged,
-                   'hidden': directives.unchanged
+                   'data-column-hidden': directives.unchanged,
+                   'data-page-length': directives.unchanged,
+                   'data-order': directives.unchanged
                    }
 
     def run(self) -> List[Node]:
@@ -159,10 +161,12 @@ def run(self) -> List[Node]:
         csv_node = []
         with open(csv_file, 'r') as j:
             csv_data = list(csv.reader(j))
-            class_table_tag = ' class="' + "".join(c for c in str(self.options['class']) + '"') if 'class' in self.options is not None else ""
-            id_table_tag = ' id="' + "".join(c for c in str(self.options['name']) + '"') if 'name' in self.options is not None else ""
-            hidden_table_tag = ' data-columns-hidden="' + "".join(c for c in str(self.options['hidden']) + '"') if 'hidden' in self.options is not None else ""
-            csv_table_html = '<table' + class_table_tag + id_table_tag + hidden_table_tag + '>'
+            class_table_tag = f' class="{html.escape(self.options["class"])}"' if "class" in self.options else ""
+            id_table_tag = f' id="{html.escape(self.options["name"])}"' if "name" in self.options else ""
+            data_column_hidden_tag = f' data-column-hidden="{html.escape(self.options["data-column-hidden"])}"' if "data-column-hidden" in self.options else ""
+            data_order_tag = f' data-order="{html.escape(self.options["data-order"])}"' if "data-order" in self.options else ""
+            data_page_length_tag = f' data-page-length="{html.escape(self.options["data-page-length"])}"' if "data-page-length" in self.options else ""
+            csv_table_html = f'<table{class_table_tag}{id_table_tag}{data_column_hidden_tag}{data_order_tag}{data_page_length_tag}>'
             head_rows = 0
             head_rows += self.options.get('header-rows', 0)
             row_count = 0

docs/sphinx_setup/_static/css/custom.css

@@ -69,7 +69,7 @@ a#wap_dns {
 /* Sphinx-design tabs override */
 .sd-tab-set>input:checked+label {
     color: var(--sd-color-black) !important;
-    background-color: #f8f8f8 !important;
+    background-color: white !important;
     border: solid 1px #bdbdbd;
     border-bottom: solid 0px;
     margin-bottom: -1px;
@@ -96,7 +96,7 @@ a#wap_dns {
     cursor: pointer;
     font-size: var(--sd-fontsize-tabs-label);
     font-weight: 400 !important;
-    padding: 5px 16px 2px !important;
+    padding: 5px 16px 0px !important;
     transition: color 250ms;
     width: auto;
     z-index: 1;
@@ -110,7 +110,6 @@ a#wap_dns {
     box-shadow: 0 0 0 0;
     border: solid 1px var(--sd-color-tabs-overline);
     border-color: #bdbdbd;
-    background-color: #f8f8f8;
     padding-right: 4px;
     padding-left: 4px;
     padding-bottom: 6px;

docs/sphinx_setup/_static/css/openVinoDataTables.css

@@ -6,8 +6,7 @@ div.dt-buttons>.dt-button, div.dt-buttons>div.dt-button-split .dt-button {
 }
 
 div.dt-container .dt-paging .dt-paging-button:hover {
-    color: white !important;
-    border: 1px solid #aaa;
+    border: 1px solid #aaa !important;
     background:none !important;
     background-color: var(--bttn-act-bg-hover) !important
 }
@@ -190,10 +189,9 @@ div.dt-container .dt-paging .dt-paging-button {
 
 div.dt-container .dt-paging .dt-paging-button.current, div.dt-container .dt-paging .dt-paging-button.current:hover {
     background: none !important;
-    background-color: var(--bttn-act-bg-active) !important;
+    background-color: var(--bttn-sec-border-color) !important;
     border-color: var(--bttn-act-bg-active) !important;
     border-radius: 0px !important;
-    color: white !important;
     border: 1px !important
 }
 table.dataTable thead>tr>th.dt-orderable-asc span.dt-column-order:before, table.dataTable thead>tr>th.dt-orderable-asc span.dt-column-order:after, table.dataTable thead>tr>th.dt-orderable-desc span.dt-column-order:before, table.dataTable thead>tr>th.dt-orderable-desc span.dt-column-order:after, table.dataTable thead>tr>th.dt-ordering-asc span.dt-column-order:before, table.dataTable thead>tr>th.dt-ordering-asc span.dt-column-order:after, table.dataTable thead>tr>th.dt-ordering-desc span.dt-column-order:before, table.dataTable thead>tr>th.dt-ordering-desc span.dt-column-order:after, table.dataTable thead>tr>td.dt-orderable-asc span.dt-column-order:before, table.dataTable thead>tr>td.dt-orderable-asc span.dt-column-order:after, table.dataTable thead>tr>td.dt-orderable-desc span.dt-column-order:before, table.dataTable thead>tr>td.dt-orderable-desc span.dt-column-order:after, table.dataTable thead>tr>td.dt-ordering-asc span.dt-column-order:before, table.dataTable thead>tr>td.dt-ordering-asc span.dt-column-order:after, table.dataTable thead>tr>td.dt-ordering-desc span.dt-column-order:before, table.dataTable thead>tr>td.dt-ordering-desc span.dt-column-order:after {

docs/sphinx_setup/_static/js/openVinoDataTables.js

@@ -1,16 +1,15 @@
 $(document).ready(function () {
   var columnDefs = [];
-
   var tables = $('table.modeldata');
   for (let table of tables) {
-    var hidden = table.getAttribute('data-columns-hidden');
+    var hidden = table.getAttribute('data-column-hidden');
     columnDefs = [{ "visible": false, "targets": JSON.parse(hidden) }]
     $(table).DataTable({
       responsive: true,
       "autoWidth": false,
       language: {
         buttons: {
-          colvisRestore: "Restore default"
+          colvisRestore: "Restore default selection"
         }
       },
       lengthMenu: [

docs/sphinx_setup/_templates/layout.html

@@ -9,6 +9,7 @@
 <link rel="stylesheet" href="{{ pathto('_static/css/viewer.min.css', 1) }}" type="text/css" />
 <link rel="stylesheet" href="{{ pathto('_static/css/custom.css', 1) }}" type="text/css" />
 <link rel="stylesheet" href="{{ pathto('_static/css/banner.css', 1) }}" type="text/css" />
+<link rel="stylesheet" href="{{ pathto('_static/css/openVinoDataTables.css', 1) }}" type="text/css" />
 <link href="https://cdn.datatables.net/v/dt/jq-3.7.0/dt-2.0.8/b-3.0.2/b-colvis-3.0.2/b-print-3.0.2/datatables.min.css" rel="stylesheet">
 <link rel="stylesheet" href="{{ pathto('_static/css/coveo_custom.css', 1) }}" type="text/css" />
 <script src="https://cdn.jsdelivr.net/npm/[email protected]/dist/chart.umd.min.js"></script>

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,