unfinished modification for sample json

Signed-off-by: Xu, He <he.xu@intel.com>

Author: hexu33

AI-and-Analytics/Features-and-Functionality/INC_QuantizationAwareTraining_TextClassification/sample.json

@@ -14,11 +14,15 @@
             "env": [
                 "source /intel/oneapi/intelpython/bin/activate", 
                 "conda activate pytorch",
-                "pip install -r requirements.txt"
+                "pip install uv",
+				"uv init",
+				"uv python pin $(which python)",
+				"uv venv --system-site-packages",
+				"uv add -r requirements.txt"
             ],
             "id": "inc_text_classification_quantization_py",
             "steps": [
-              "python INC_QuantizationAwareTraining_TextClassification.py"
+              "uv run python INC_QuantizationAwareTraining_TextClassification.py"
              ]
         }
       ]

AI-and-Analytics/Features-and-Functionality/IntelPyTorch_TrainingOptimizations_AMX_BF16/sample.json

@@ -15,8 +15,13 @@
           "steps": [
               "source /intel/oneapi/intelpython/bin/activate",
               "conda activate pytorch",
-              "python -m pip install -r requirements.txt",
-              "python -m ipykernel install --user --name=pytorch",
+              "pip install uv",
+              "uv init",
+              "uv python pin $(which python)",
+              "uv venv --system-site-packages",
+              "uv add -r requirements.txt",
+              "uv add --dev ipykernel",
+              "uv run ipython kernel install --user --name pytorch",
               "python pytorch_training_avx512_bf16.py",
               "python pytorch_training_amx_bf16.py",
               "jupyter nbconvert --ExecutePreprocessor.enabled=True --ExecutePreprocessor.kernel_name=pytorch --to notebook IntelPyTorch_TrainingOptimizations_AMX_BF16.ipynb"

AI-and-Analytics/Features-and-Functionality/IntelPython_daal4py_DistributedLinearRegression/sample.json

@@ -14,12 +14,17 @@
 		"linux": [{
 			"env": [
 				"source /intel/oneapi/intelpython/bin/activate",
-				"pip install -r requirements.txt"
+				"conda activate base",
+				"pip install uv",
+				"uv init",
+				"uv python pin $(which python)",
+				"uv venv --system-site-packages",
+				"uv add -r requirements.txt"
 			],
 			"id": "idp_d4p_Linear_Regression_Dist",
 			"steps": [
-				"python download_data.py",
-				"mpirun -n 4 python ./IntelPython_daal4py_Distributed_LinearRegression.py"
+				"uv run python download_data.py",
+				"uv run mpirun -n 4 python ./IntelPython_daal4py_Distributed_LinearRegression.py"
 			]
 		}]
 	},

AI-and-Analytics/Getting-Started-Samples/INC-Quantization-Sample-for-PyTorch/sample.json

@@ -13,9 +13,13 @@
           "env": ["apt-get update && apt-get install -y libgl1 libgl1-mesa-glx libglib2.0-0 libsm6 libxrender1 libxext6",
             "source /intel/oneapi/intelpython/bin/activate",
             "conda activate pytorch",
-            "pip install -r requirements.txt",
-            "pip install ipykernel jupyter",
-            "python -m ipykernel install --user --name=pytorch"
+            "pip install uv",
+            "uv init",
+            "uv add --dev ipykernel",
+            "uv python pin $(which python)",
+            "uv venv --system-site-packages",
+            "uv add -r requirements.txt",
+            "uv run ipython kernel install --user --name pytorch"
           ],
           "id": "quantize with inc",
           "steps": [

AI-and-Analytics/Getting-Started-Samples/IntelPython_daal4py_GettingStarted/sample.json

@@ -15,11 +15,16 @@
 			"env": [
 				"source /intel/oneapi/intelpython/bin/activate",
 				"conda activate base",
-				"pip install -r requirements.txt"
+				"pip install uv",
+				"uv init",
+				"uv python pin $(which python)",
+				"uv venv --system-site-packages",
+				"uv add -r requirements.txt"
+				"uv add numpy==1.26.4"
 			],
 			"id": "idp_d4p_GS_py",
 			"steps": [
-				"python IntelPython_daal4py_GettingStarted.py"
+				"uv run python IntelPython_daal4py_GettingStarted.py"
 			]
 		}]
 	},