MAHOUT-725: [QDP] PyTorch Tensor Detection and CPU Path

[CheyuWu]

Purpose of PR

This issue asks the ability to detect and handle PyTorch tensors, focusing on cpu tensors.

1. add PyTorch tensor detection utilities
2. add tensor validation
3. add cpu tensor path in encode_tensor()
4. add error handling
5. add basic tests

Related Issues or PRs

Closes #725

Changes Made

• Bug fix
• New feature
• Refactoring
• Documentation
• Test
• CI/CD pipeline
• Other

Breaking Changes

• Yes
• No

Checklist

• Added or updated unit tests for all changes
• Added or updated documentation for all changes
• Successfully built and ran all unit tests or manual tests locally
• PR title follows "MAHOUT-XXX: Brief Description" format (if related to an issue)
• Code follows ASF guidelines

[CheyuWu]

Manual Testing

(mahout) user@DESKTOP-UDTSV2K:~/code/mahout$ cd ./qdp/qdp-python/
(mahout) user@DESKTOP-UDTSV2K:~/code/mahout/qdp/qdp-python$ cp ../target/debug/libmahout_qdp.so mahout_qdp.so && PYTHONPATH=. pytest .
========================================================================== test session starts ==========================================================================
platform linux -- Python 3.11.13, pytest-9.0.2, pluggy-1.6.0
rootdir: /home/user/code/mahout/qdp/qdp-python
configfile: pyproject.toml
collected 21 items                                                                                                                                                      

tests/test_bindings.py ...s.....                                                                                                                                  [ 42%]
tests/test_high_fidelity.py ............                                                                                                                          [100%]

===================================================================== 20 passed, 1 skipped in 3.30s =====================================================================

[400Ping]

please fix the ci error

[CheyuWu]

Hi @400Ping, I have fixed the problem PTAL

[400Ping]

I think overall is good but we are going to merge #753 into dev-qdp, I think it is best to wait for it to merge and fix the conflicts for this pr.