check incompatible versions (#2679)

CVS-159054

Install `tensorflow-hub` with `--no-deps`, because it install
`tensorflow` even if `tensorflow-macos` is installed.

Update tensorflow versions in
tensorflow-quantization-aware-training.ipynb due to updated versions in
nncf. Also this notebook is excluded from ci launch due to the fact that
the latest version with that nncf can work doesn't support python3.12.

Add `test_replace` to uninstall `tf_keras` that can cause
incompatibility problems in non-tensorflow notebooks.

Author: aleksandr-mokrov

.ci/skipped_notebooks.yml

@@ -565,4 +565,8 @@
         - macos-13
         - ubuntu-20.04
         - ubuntu-22.04
-        - windows-2019
+        - windows-2019
+- notebook: notebooks/tensorflow-quantization-aware-training/tensorflow-quantization-aware-training.ipynb
+  skips:
+    - python:
+        - '3.12'

notebooks/big-transfer-quantization/tensorflow-bit-image-classification-nncf-quantization.ipynb

@@ -45,8 +45,8 @@
     "%pip install -q \"tensorflow-macos>=2.5; sys_platform == 'darwin' and platform_machine == 'arm64' and python_version > '3.8'\" # macOS M1 and M2\n",
     "%pip install -q \"tensorflow>=2.5; sys_platform == 'darwin' and platform_machine != 'arm64' and python_version > '3.8'\" # macOS x86\n",
     "%pip install -q \"tensorflow>=2.5; sys_platform != 'darwin' and python_version > '3.8'\"\n",
-    "\n",
-    "%pip install -q \"openvino>=2024.0.0\" \"nncf>=2.7.0\" \"tensorflow-hub>=0.15.0\" tf_keras\n",
+    "%pip install -q --no-deps \"tensorflow-hub>=0.15.0\"\n",
+    "%pip install -q \"openvino>=2024.0.0\" \"nncf>=2.7.0\" tf_keras\n",
     "%pip install -q \"scikit-learn>=1.3.2\"\n",
     "\n",
     "if platform.system() != \"Windows\":\n",

notebooks/convert-to-openvino/convert-to-openvino.ipynb

@@ -43,8 +43,12 @@
    "outputs": [],
    "source": [
     "# Required imports. Please execute this cell first.\n",
+    "%pip install -q \"tensorflow-macos>=2.5; sys_platform == 'darwin' and platform_machine == 'arm64'\"\n",
+    "%pip install -q \"tensorflow>=2.5; sys_platform == 'darwin' and platform_machine != 'arm64'\"\n",
+    "%pip install -q \"tensorflow>=2.5; sys_platform != 'darwin'\"\n",
+    "%pip install -q --no-deps \"tensorflow-hub\"\n",
     "%pip install -q --extra-index-url https://download.pytorch.org/whl/cpu \\\n",
-    "\"openvino>=2024.4.0\" \"requests\" \"tqdm\" \"transformers>=4.31\" \"onnx!=1.16.2\" \"torch>=2.1\" \"torchvision\" \"tensorflow_hub\" \"tensorflow\""
+    "\"openvino>=2024.4.0\" \"requests\" \"tqdm\" \"transformers>=4.31\" \"onnx!=1.16.2\" \"torch>=2.1\" \"torchvision\" \"tf_keras\""
    ]
   },
   {

notebooks/film-slowmo/film-slowmo.ipynb

@@ -75,8 +75,8 @@
     "%pip install -q \"tensorflow>=2.5; sys_platform != 'darwin' and python_version > '3.8'\"\n",
     "%pip install -q \"tensorflow>=2.5,<=2.12.0; sys_platform != 'darwin' and python_version <= '3.8'\"\n",
     "\n",
-    "\n",
-    "%pip install -q tensorflow_hub tf_keras numpy \"opencv-python\" tqdm \"gradio>=4.19\" Pillow \"openvino>=2023.2.0\"\n",
+    "%pip install -q --no-deps \"tensorflow-hub\"\n",
+    "%pip install -q tf_keras numpy \"opencv-python\" tqdm \"gradio>=4.19\" Pillow \"openvino>=2023.2.0\"\n",
     "\n",
     "%pip install -q \"matplotlib>=3.4\""
    ]

notebooks/optimize-preprocessing/optimize-preprocessing.ipynb

@@ -83,7 +83,8 @@
     "%pip install -q \"tensorflow-macos>=2.5; sys_platform == 'darwin' and platform_machine == 'arm64' and python_version > '3.8'\" # macOS M1 and M2\n",
     "%pip install -q \"tensorflow>=2.5; sys_platform == 'darwin' and platform_machine != 'arm64' and python_version > '3.8'\" # macOS x86\n",
     "%pip install -q \"tensorflow>=2.5; sys_platform != 'darwin' and python_version > '3.8'\"\n",
-    "%pip install -q tf_keras tensorflow_hub"
+    "%pip install -q --no-deps tensorflow_hub\n",
+    "%pip install -q tf_keras"
    ]
   },
   {

notebooks/s3d-mil-nce-text-to-video-retrieval/s3d-mil-nce-text-to-video-retrieval.ipynb

@@ -58,7 +58,8 @@
     "%pip install -q \"tensorflow>=2.5; sys_platform == 'darwin' and platform_machine != 'arm64' and python_version > '3.8'\" # macOS x86\n",
     "%pip install -q \"tensorflow>=2.5; sys_platform != 'darwin' and python_version > '3.8'\"\n",
     "\n",
-    "%pip install -q tensorflow_hub tf_keras numpy \"opencv-python\" \"nncf>=2.10.0\"\n",
+    "%pip install -q --no-deps tensorflow_hub\n",
+    "%pip install -q tf_keras numpy \"opencv-python\" \"nncf>=2.10.0\"\n",
     "%pip install -q \"matplotlib>=3.4\""
    ]
   },

notebooks/tensorflow-classification-to-openvino/tensorflow-classification-to-openvino.ipynb

@@ -50,7 +50,8 @@
     "%pip install -q \"tensorflow-macos>=2.5; sys_platform == 'darwin' and platform_machine == 'arm64' and python_version > '3.8'\" # macOS M1 and M2\n",
     "%pip install -q \"tensorflow>=2.5; sys_platform == 'darwin' and platform_machine != 'arm64' and python_version > '3.8'\" # macOS x86\n",
     "%pip install -q \"tensorflow>=2.5; sys_platform != 'darwin' and python_version > '3.8'\"\n",
-    "%pip install -q tf_keras tensorflow_hub tqdm"
+    "%pip install -q --no-deps tensorflow_hub\n",
+    "%pip install -q tf_keras tqdm"
    ]
   },
   {

notebooks/tensorflow-hub/tensorflow-hub.ipynb

@@ -63,7 +63,8 @@
     "%pip install -q \"tensorflow-macos>=2.5; sys_platform == 'darwin' and platform_machine == 'arm64'\"\n",
     "%pip install -q \"tensorflow>=2.5; sys_platform == 'darwin' and platform_machine != 'arm64'\"\n",
     "%pip install -q \"tensorflow>=2.5; sys_platform != 'darwin'\"\n",
-    "%pip install -q tf_keras tensorflow_hub"
+    "%pip install -q --no-deps tensorflow_hub\n",
+    "%pip install -q tf_keras"
    ]
   },
   {

notebooks/tensorflow-quantization-aware-training/tensorflow-quantization-aware-training.ipynb

@@ -72,10 +72,10 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "%pip install -q \"openvino>=2024.0.0\" \"nncf>=2.9.0\"\n",
-    "%pip install -q \"tensorflow-macos>=2.5,<=2.12.0; sys_platform == 'darwin' and platform_machine == 'arm64'\"\n",
-    "%pip install -q \"tensorflow>=2.5,<=2.12.0; sys_platform == 'darwin' and platform_machine != 'arm64'\" # macOS x86\n",
-    "%pip install -q \"tensorflow>=2.5,<=2.12.0; sys_platform != 'darwin'\"\n",
+    "%pip install -q \"openvino>=2024.6.0\" \"nncf>=2.14.0\"\n",
+    "%pip install -q \"tensorflow-macos>=2.9.3,<2.16.0; sys_platform == 'darwin' and platform_machine == 'arm64'\"\n",
+    "%pip install -q \"tensorflow>=2.9.3,<2.16.0; sys_platform == 'darwin' and platform_machine != 'arm64'\" # macOS x86\n",
+    "%pip install -q \"tensorflow>=2.9.3,<2.16.0; sys_platform != 'darwin'\"\n",
     "%pip install -q \"tensorflow-datasets>=4.9.0,<4.9.3; platform_system=='Windows'\"\n",
     "%pip install -q \"tensorflow-datasets>=4.9.0\""
    ]
@@ -696,6 +696,21 @@
     "core = ov.Core()\n",
     "core.get_property(device.value, props.device.full_name)"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "a5d0d9e3",
+   "metadata": {
+    "test_replace": {
+     "# %pip uninstall -q -y tensorflow tf_keras": "%pip uninstall -q -y tensorflow tf_keras \"tensorflow-macos\""
+    }
+   },
+   "outputs": [],
+   "source": [
+    "# Cleanup\n",
+    "# %pip uninstall -q -y tensorflow tf_keras"
+   ]
   }
  ],
  "metadata": {

notebooks/text-to-image-genai/text-to-image-genai.ipynb

@@ -51,7 +51,11 @@
    "cell_type": "code",
    "execution_count": 1,
    "id": "a292e4d0-8dc9-407e-94e7-fc777430bfd4",
-   "metadata": {},
+   "metadata": {
+    "test_replace": {
+     "%pip install -q \"git+https://github.com/huggingface/optimum-intel.git\"\n": "%pip uninstall -q -y tensorflow tf_keras\n%pip install -q \"git+https://github.com/huggingface/optimum-intel.git\"\n"
+    }
+   },
    "outputs": [],
    "source": [
     "import platform\n",
@@ -60,6 +64,7 @@
     "\n",
     "\n",
     "%pip install -q \"git+https://github.com/huggingface/optimum-intel.git\"\n",
+    "\n",
     "%pip install -q -U --pre --extra-index-url https://storage.openvinotoolkit.org/simple/wheels/nightly \"openvino>=2024.5\" \"openvino-tokenizers>=2024.5\" \"openvino-genai>=2024.5\"\n",
     "%pip install -q -U \"transformers>=4.45\" --extra-index-url https://download.pytorch.org/whl/cpu\n",
     "%pip install -q Pillow \"diffusers>=0.30.3\" \"gradio>=4.19\" \"typing_extensions>=4.9\" \"tqdm\"\n",