Build wheel arm64 packages using cross-compilation (#17635)

.ci/azure/linux_arm64.yml

@@ -56,7 +56,8 @@ jobs:
     TMP_DIR: /mnt/tmp
     OPENVINO_CCACHE_DIR: $(SHARE_DIR)/ccache/master/linux_arm64
     LD_LIBRARY_PATH: $(Agent.ToolsDirectory)/Python/$(OV_PYTHON_VERSION)/x64/lib
-    OV_PYTHON_VERSION: 3.11.2 # Full version of Python its required for LD_LIBRARY_PATH. More details https://github.com/microsoft/azure-pipelines-tool-lib/blob/master/docs/overview.md#tool-cache
+    OV_PYTHON_VERSION_MAJOR_MINOR: 3.11
+    OV_PYTHON_VERSION: $(OV_PYTHON_VERSION_MAJOR_MINOR).2 # Full version of Python its required for LD_LIBRARY_PATH. More details https://github.com/microsoft/azure-pipelines-tool-lib/blob/master/docs/overview.md#tool-cache
 
   steps:
   - task: UsePythonVersion@0
@@ -114,15 +115,44 @@ jobs:
       python3 -m pip install --upgrade pip
       python3 -m pip install -r $(OPENVINO_REPO_DIR)/src/bindings/python/requirements.txt
       python3 -m pip install -r $(OPENVINO_REPO_DIR)/src/bindings/python/wheel/requirements-dev.txt
+      python3 -m pip install -r $(OPENVINO_REPO_DIR)/src/bindings/python/src/compatibility/openvino/requirements-dev.txt
       # install dependencies needed to build CPU plugin for ARM
       sudo -E apt --assume-yes install scons gcc-10-aarch64-linux-gnu g++-10-aarch64-linux-gnu
       # generic dependencies
       sudo -E apt --assume-yes install cmake ccache ninja-build unzip
-    displayName: 'Install dependencies'
+    displayName: 'Install build dependencies'
+
+  - script: |
+      set -e
+      echo deb [arch=amd64] http://archive.ubuntu.com/ubuntu/ focal main restricted > arm64-sources.list
+      echo deb [arch=amd64] http://archive.ubuntu.com/ubuntu/ focal-updates main restricted >> arm64-sources.list
+      echo deb [arch=amd64] http://archive.ubuntu.com/ubuntu/ focal universe >> arm64-sources.list
+      echo deb [arch=amd64] http://archive.ubuntu.com/ubuntu/ focal-updates universe >> arm64-sources.list
+      echo deb [arch=amd64] http://archive.ubuntu.com/ubuntu/ focal multiverse >> arm64-sources.list
+      echo deb [arch=amd64] http://archive.ubuntu.com/ubuntu/ focal-updates multiverse >> arm64-sources.list
+      echo deb [arch=amd64] http://archive.ubuntu.com/ubuntu/ focal-backports main restricted universe multiverse >> arm64-sources.list
+      echo deb [arch=amd64] http://security.ubuntu.com/ubuntu/ focal-security main restricted >> arm64-sources.list
+      echo deb [arch=amd64] http://security.ubuntu.com/ubuntu/ focal-security universe >> arm64-sources.list
+      echo deb [arch=amd64] http://security.ubuntu.com/ubuntu/ focal-security multiverse >> arm64-sources.list
+      echo deb [arch=arm64] http://ports.ubuntu.com/ubuntu-ports/ focal main >> arm64-sources.list
+      echo deb [arch=arm64] http://ports.ubuntu.com/ubuntu-ports/ focal universe >> arm64-sources.list
+      echo deb [arch=arm64] http://ports.ubuntu.com/ubuntu-ports/ focal-updates main >> arm64-sources.list
+      echo deb [arch=arm64] http://ports.ubuntu.com/ubuntu-ports/ focal-security main >> arm64-sources.list
+      sudo mv arm64-sources.list /etc/apt/sources.list.d/
+      sudo -E dpkg --add-architecture arm64
+      sudo -E apt-get update -o Dir::Etc::sourcelist=/etc/apt/sources.list.d/arm64-sources.list
+      sudo -E apt-get install -y --no-install-recommends \
+          libpython3-dev:arm64 \
+          ocl-icd-opencl-dev:arm64 \
+          opencl-headers:arm64
+    displayName: 'Install arm64 libraries'
 
   - script: |
       git submodule update --init -- $(OPENVINO_REPO_DIR)/src/plugins
       git submodule update --init -- $(OPENVINO_REPO_DIR)/thirdparty/gtest
+      git submodule update --init -- $(OPENVINO_REPO_DIR)/thirdparty/ocl/cl_headers
+      git submodule update --init -- $(OPENVINO_REPO_DIR)/thirdparty/ocl/clhpp_headers
+      git submodule update --init -- $(OPENVINO_REPO_DIR)/thirdparty/open_model_zoo
     displayName: 'Init submodules for non Conan dependencies'
 
   - script: |
@@ -158,8 +188,14 @@ jobs:
         -DCMAKE_VERBOSE_MAKEFILE=ON \
         -DBUILD_SHARED_LIBS=ON \
         -DCMAKE_COMPILE_WARNING_AS_ERROR=ON \
-        -DENABLE_CPPLINT=OFF \
-        -DENABLE_PYTHON=OFF \
+        -DENABLE_CPPLINT=ON \
+        -DENABLE_INTEL_GPU=ON \
+        -DENABLE_PYTHON=ON \
+        -DENABLE_WHEEL=ON \
+        -DPYBIND11_PYTHONLIBS_OVERWRITE=OFF \
+        -DPYTHON_MODULE_EXTENSION=$(aarch64-linux-gnu-python3-config --extension-suffix) \
+        -DPYTHON_LIBRARY=/usr/lib/aarch64-linux-gnu/libc-2.31.so \
+        -DPYTHON_INCLUDE_DIR=$(Agent.ToolsDirectory)/Python/$(OV_PYTHON_VERSION)/x64/include/python$(OV_PYTHON_VERSION_MAJOR_MINOR) \
         -DENABLE_TESTS=ON \
         -DENABLE_DATA=OFF \
         -DENABLE_SYSTEM_TBB=ON \