Integrate Diagon SDK for managed profiler

- include new SDK google-cloud-mldiagnostics
- add new config params
- modify profiler.py to add ML run and profiling
- modify metrics_logger.py to upload metrics

Author: xibinliu

base_requirements/requirements.txt

@@ -8,6 +8,7 @@ flax
 gcsfs
 google-api-python-client
 google-cloud-aiplatform
+google-cloud-mldiagnostics
 google-cloud-monitoring
 grain[parquet]
 huggingface_hub

generated_requirements/cuda12-requirements.txt

@@ -2,115 +2,121 @@
 # If you need to modify dependencies, please do so in the host requirements file and run seed-env again.
 
 absl-py>=2.3.1
-aiofiles>=24.1.0
+aiofiles>=25.1.0
 aiohappyeyeballs>=2.6.1
-aiohttp>=3.13.0
+aiohttp>=3.13.1
 aiosignal>=1.4.0
+annotated-doc>=0.0.3
 annotated-types>=0.7.0
 antlr4-python3-runtime>=4.9.3
 anyio>=4.11.0
 aqtp>=0.9.0
 array-record>=0.8.1
-astroid>=3.3.11
+astroid>=4.0.1
 astunparse>=1.6.3
-attrs>=25.3.0
-auditwheel>=6.4.1
+attrs>=25.4.0
+auditwheel>=6.4.2
 black>=24.10.0
 blobfile>=3.1.0
-build>=1.2.2.post1
-cachetools>=6.2.0
+build>=1.3.0
+cachetools>=6.2.1
 certifi>=2025.10.5
-cffi>=2.0.0 ; platform_python_implementation == 'PyPy'
 cfgv>=3.4.0
-charset-normalizer>=3.4.3
-chex>=0.1.90
+charset-normalizer>=3.4.4
+cheroot>=11.0.0
+chex>=0.1.91
 click>=8.3.0
 cloud-accelerator-diagnostics>=0.1.1
 cloud-tpu-diagnostics>=0.1.5
 cloudpickle>=3.1.1
 clu>=0.0.12
 colorama>=0.4.6
-contourpy>=1.3.2
-coverage>=7.10.7
+contourpy>=1.3.3
+coverage>=7.11.0
 cycler>=0.12.1
-datasets>=4.2.0
+datasets>=4.3.0
 decorator>=5.2.1
 dill>=0.4.0
 distlib>=0.4.0
 dm-tree>=0.1.9
 docstring-parser>=0.17.0
 editdistance>=0.8.1
 einops>=0.8.1
+einshape>=1.0
 etils>=1.13.0
 evaluate>=0.4.6
 execnet>=2.1.1
-fastapi>=0.118.2
-filelock>=3.18.0
-flatbuffers>=25.2.10
-flax>=0.11.2
-fonttools>=4.59.0
+fastapi>=0.120.0
+filelock>=3.20.0
+flatbuffers>=25.9.23
+flax>=0.12.0
+fonttools>=4.60.1
 frozenlist>=1.8.0
-fsspec>=2025.7.0
+fsspec>=2025.9.0
 gast>=0.6.0
-gcsfs>=2025.7.0
-google-api-core>=2.26.0
-google-api-python-client>=2.184.0
+gcsfs>=2025.9.0
+google-api-core>=2.27.0
+google-api-python-client>=2.185.0
 google-auth-httplib2>=0.2.0
 google-auth-oauthlib>=1.2.2
 google-auth>=2.41.1
-google-cloud-aiplatform>=1.120.0
-google-cloud-appengine-logging>=1.6.2
-google-cloud-audit-log>=0.3.3
+google-benchmark>=1.9.4
+google-cloud-aiplatform>=1.122.0
+google-cloud-appengine-logging>=1.7.0
+google-cloud-audit-log>=0.4.0
 google-cloud-bigquery>=3.38.0
 google-cloud-core>=2.4.3
 google-cloud-logging>=3.12.1
-google-cloud-monitoring>=2.27.2
-google-cloud-resource-manager>=1.14.2
+google-cloud-mldiagnostics>=0.3.1
+google-cloud-monitoring>=2.28.0
+google-cloud-resource-manager>=1.15.0
 google-cloud-storage>=2.19.0
 google-crc32c>=1.7.1
-google-genai>=1.42.0
+google-genai>=1.46.0
 google-pasta>=0.2.0
 google-resumable-media>=2.7.2
-googleapis-common-protos>=1.70.0
-grain>=0.2.12
-grpc-google-iam-v1>=0.14.2
+googleapis-common-protos>=1.71.0
+grain>=0.2.13
+grpc-google-iam-v1>=0.14.3
 grpcio-status>=1.71.2
 grpcio>=1.75.1
 gviz-api>=1.10.0
 h11>=0.16.0
-h5py>=3.14.0
+h5py>=3.15.1
 hf-xet>=1.1.10 ; platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64'
 httpcore>=1.0.9
 httplib2>=0.31.0
 httpx>=0.28.1
-huggingface-hub>=0.35.3
-humanize>=4.13.0
-hypothesis>=6.136.4
+huggingface-hub>=0.36.0
+humanize>=4.14.0
+hypothesis>=6.142.1
 identify>=2.6.15
-idna>=3.10
-immutabledict>=4.2.1
+idna>=3.11
+immutabledict>=4.2.2
 importlab>=0.8.1
 importlib-metadata>=8.7.0
 importlib-resources>=6.5.2
 iniconfig>=2.1.0
-isort>=6.1.0
-jax-cuda12-pjrt>=0.7.0, !=0.7.1, !=0.7.2 ; sys_platform == 'linux'
-jax-cuda12-plugin>=0.7.0, !=0.7.1, !=0.7.2 ; sys_platform == 'linux'
-jax>=0.7.0, !=0.7.1, !=0.7.2
-jaxlib>=0.7.0, !=0.7.1, !=0.7.2
+isort>=7.0.0
+jaraco-functools>=4.3.0
+jax-cuda12-pjrt>=0.8.0 ; sys_platform == 'linux'
+jax-cuda12-plugin>=0.8.0 ; sys_platform == 'linux'
+jax-triton>=0.3.0
+jax>=0.8.0
+jaxlib>=0.8.0
 jaxtyping>=0.3.3
 jinja2>=3.1.6
 joblib>=1.5.2
 jsonlines>=4.0.0
 keras>=3.11.3
-kiwisolver>=1.4.8
+kiwisolver>=1.4.9
 libclang>=18.1.1
 libcst>=1.8.5
 lxml>=6.0.2
-markdown-it-py>=3.0.0
+markdown-it-py>=4.0.0
 markdown>=3.9
 markupsafe>=3.0.3
-matplotlib>=3.10.3
+matplotlib>=3.10.7
 mccabe>=0.7.0
 mdurl>=0.1.2
 ml-collections>=1.1.0
@@ -129,32 +135,34 @@ networkx>=3.5
 ninja>=1.13.0
 nltk>=3.9.2
 nodeenv>=1.9.1
+numpy-typing-compat>=20250818.2.0
 numpy>=2.0.2
-nvidia-cublas-cu12>=12.9.1.4
-nvidia-cuda-cupti-cu12>=12.9.79
-nvidia-cuda-nvcc-cu12>=12.9.86
+nvidia-cublas-cu12>=12.9.1.4 ; sys_platform == 'linux'
+nvidia-cuda-cupti-cu12>=12.9.79 ; sys_platform == 'linux'
+nvidia-cuda-nvcc-cu12>=12.9.86 ; sys_platform == 'linux'
 nvidia-cuda-nvrtc-cu12>=12.9.86 ; sys_platform == 'linux'
-nvidia-cuda-runtime-cu12>=12.9.79
-nvidia-cudnn-cu12>=9.11.0.98
-nvidia-cufft-cu12>=11.4.1.4
-nvidia-cusolver-cu12>=11.7.5.82
-nvidia-cusparse-cu12>=12.5.10.65
-nvidia-nccl-cu12>=2.27.6
-nvidia-nvjitlink-cu12>=12.9.86
-nvidia-nvshmem-cu12>=3.3.9 ; sys_platform == 'linux'
+nvidia-cuda-runtime-cu12>=12.9.79 ; sys_platform == 'linux'
+nvidia-cudnn-cu12>=9.14.0.64 ; sys_platform == 'linux'
+nvidia-cufft-cu12>=11.4.1.4 ; sys_platform == 'linux'
+nvidia-cusolver-cu12>=11.7.5.82 ; sys_platform == 'linux'
+nvidia-cusparse-cu12>=12.5.10.65 ; sys_platform == 'linux'
+nvidia-nccl-cu12>=2.28.3 ; sys_platform == 'linux'
+nvidia-nvjitlink-cu12>=12.9.86 ; sys_platform == 'linux'
+nvidia-nvshmem-cu12>=3.4.5 ; sys_platform == 'linux'
 oauthlib>=3.3.1
 omegaconf>=2.3.0
-opentelemetry-api>=1.37.0
+opentelemetry-api>=1.38.0
 opt-einsum>=3.4.0
 optax>=0.2.6
 optree>=0.17.0
-orbax-checkpoint>=0.11.25
+optype>=0.14.0
+orbax-checkpoint>=0.11.26
 packaging>=25.0
 pandas>=2.3.3
 parameterized>=0.9.0
 pathspec>=0.12.1
 pathwaysutils>=0.1.3
-pillow>=11.3.0
+pillow>=12.0.0
 platformdirs>=4.5.0
 pluggy>=1.6.0
 portpicker>=1.6.0
@@ -164,37 +172,37 @@ promise>=2.3
 propcache>=0.4.1
 proto-plus>=1.26.1
 protobuf>=5.29.5
-psutil>=7.0.0
-pyarrow>=21.0.0
+psutil>=7.1.0
+pyarrow>=22.0.0
 pyasn1-modules>=0.4.2
 pyasn1>=0.6.1
 pycnite>=2024.7.31
-pycparser>=2.23 ; implementation_name != 'PyPy' and platform_python_implementation == 'PyPy'
 pycryptodomex>=3.23.0
-pydantic-core>=2.41.1
-pydantic>=2.12.0
+pydantic-core>=2.41.4
+pydantic>=2.12.3
 pydot>=4.0.1
 pyelftools>=0.32
 pyglove>=0.4.5
 pygments>=2.19.2
 pyink>=24.10.1
-pylint>=3.3.9
-pyparsing>=3.2.3
+pylint>=4.0.2
+pyparsing>=3.2.5
 pyproject-hooks>=1.2.0
 pytest-xdist>=3.8.0
-pytest>=8.4.1
+pytest>=8.4.2
 python-dateutil>=2.9.0.post0
 pytype>=2024.10.11
 pytz>=2025.2
 pyyaml>=6.0.3
 qwix>=0.1.1
-regex>=2025.9.18
+regex>=2025.10.23
 requests-oauthlib>=2.0.0
 requests>=2.32.5
-rich>=14.1.0
+rich>=14.2.0
 rsa>=4.9.1
 safetensors>=0.6.2
-scipy>=1.16.0
+scipy-stubs>=1.16.2.4
+scipy>=1.16.2
 sentencepiece>=0.2.1
 seqio>=0.0.20
 setuptools>=80.9.0
@@ -217,32 +225,36 @@ tensorflow-datasets>=4.9.9
 tensorflow-metadata>=1.17.2
 tensorflow-text>=2.19.0
 tensorflow>=2.19.1
-tensorstore>=0.1.76
+tensorstore>=0.1.78
 termcolor>=3.1.0
 tiktoken>=0.12.0
+tokamax>=0.0.4
 tokenizers>=0.22.1
 toml>=0.10.2
 tomlkit>=0.13.3
-toolz>=1.0.0
+toolz>=1.1.0
 tqdm>=4.67.1
 transformer-engine-cu12>=2.8.0
 transformer-engine-jax>=2.8.0
 transformer-engine>=2.8.0
-transformers>=4.57.0
+transformers>=4.57.1
 treescope>=0.1.10
-typing-extensions>=4.14.1
+triton>=3.5.0
+typeguard>=2.13.3
+typing-extensions>=4.15.0
 typing-inspection>=0.4.2
 tzdata>=2025.2
 uritemplate>=4.2.0
 urllib3>=2.5.0
-uvicorn>=0.37.0
-virtualenv>=20.34.0
+uvicorn>=0.38.0
+virtualenv>=20.35.3
 wadler-lindig>=0.1.7
 websockets>=15.0.1
 werkzeug>=3.1.3
 wheel>=0.45.1
-wrapt>=1.17.3
+wrapt>=2.0.0
+xprof>=2.20.7
 xxhash>=3.6.0
 yarl>=1.22.0
 zipp>=3.23.0
-zstandard>=0.23.0
+zstandard>=0.25.0