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""" - loop = asyncio.get_event_loop() + # Fix for Python 3.10.10+ / 3.11+ compatibility where asyncio.get_event_loop() + # no longer creates a new loop automatically in child process threads, causing + # RuntimeError when uvloop is active in worker processes. + try: + loop = asyncio.get_event_loop() + except RuntimeError: + loop = asyncio.new_event_loop() + asyncio.set_event_loop(loop) for sign in IGNORED_SIGNALS: # Ensure that signal handlers are a no-op, to let the main process diff --git a/poetry.lock b/poetry.lock index d916eaf13..060b5ecef 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,14 +1,15 @@ -# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.4.3 and should not be changed by hand. 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-1,6 +1,6 @@ [tool.poetry] name = "mlserver" -version = "1.6.1" +version = "1.6.2" description = "MLServer" authors = ["Seldon Technologies Ltd. "] license = "Apache-2.0" @@ -43,7 +43,7 @@ asyncio_mode = "auto" addopts = "--import-mode=importlib" [tool.poetry.dependencies] -python = ">=3.10,<3.12" +python = ">=3.11,<3.12" click = "*" fastapi = ">=0.88.0,!=0.89.0,<=0.110.0" python-dotenv = "*" @@ -68,9 +68,11 @@ pydantic-settings = "2.2.1" python-multipart = "*" h11 = "0.16.*" werkzeug = "^3.0.6" -keras = "3.*" +# Replaced keras with tf-keras for transformers compatibility +tf-keras = ">=2.16.0" filelock = "3.20.1" - +# Explicitly add setuptools pinned below v80 to preserve pkg_resources +setuptools = ">=68.0.0,<=80.0.0" ## The importlib-resources backport is required to use some ## functionality added in Python 3.10 ## https://setuptools.pypa.io/en/latest/userguide/datafiles.html#accessing-data-files-at-runtime @@ -88,7 +90,7 @@ tox = "4.14.2" [tool.poetry.group.dev.dependencies] datamodel-code-generator = "0.25.5" -grpcio-tools = "1.48.2" +grpcio-tools = "^1.62.0" pytest = "7.4.4" pytest-asyncio = "0.21.1" pytest-mock = "3.12.0" @@ -107,7 +109,7 @@ conda-pack = "0.7.1" flake8 = "7.0.0" flake8-black = "0.3.6" mypy = "1.10.0" -mypy-protobuf = "3.1.0" +mypy-protobuf = ">=3.4.0" types-protobuf = "5.26.0.20240422" types-orjson = "3.6.2" types-aiofiles = "23.2.0.20240106" @@ -119,7 +121,7 @@ filelock = "^3.13.1" httpx-sse = "^0.3.1" [tool.poetry.group.docker.dependencies] -protobuf = "3.20.3" +protobuf = "^4.21.6" # tensorflow = "<2.15" #TODO(strive): is this really needed? [tool.poetry.group.all-runtimes] @@ -144,10 +146,10 @@ requests-mock = "~1.11.0" types-requests = ">=2.28.11.5,<2.32.0.0" ## Dev dependencies from MLflow -torch = "2.2.1" +torch = "2.3.1" pytorch-lightning = "2.3.1" torchmetrics = "1.4.0.post0" -torchvision = "0.17.1" +torchvision = "0.18.1" mlflow = "2.13.1" ## Dev dependencies from HuggingFace diff --git a/runtimes/huggingface/mlserver_huggingface/metadata.py b/runtimes/huggingface/mlserver_huggingface/metadata.py index 185884bfd..f4a1804a5 100644 --- a/runtimes/huggingface/mlserver_huggingface/metadata.py +++ b/runtimes/huggingface/mlserver_huggingface/metadata.py @@ -280,6 +280,39 @@ ], outputs=[], ), + "zero-shot-object-detection": dict( + inputs=[ + # File path inputs (e.g., local image paths or URLs) + MetadataTensor( + name="array_inputs", + shape=[-1], + datatype="BYTES", + parameters=dict(content_type="str"), + ), + # File content bytes inputs (e.g., raw base64 image strings) + MetadataTensor( + name="array_inputs", + shape=[-1], + datatype="BYTES", + parameters=dict(content_type="base64"), + ), + # Raw pixel matrix inputs (e.g., preprocessed NumPy/Torch tensors) + MetadataTensor( + name="array_inputs", + shape=[-1], + datatype="FP32", + parameters=dict(content_type="nplist"), + ), + # Candidate text labels/prompts for object detection + MetadataTensor( + name="candidate_labels", + shape=[-1], + datatype="BYTES", + parameters=dict(content_type="str"), + ), + ], + outputs=[], + ), "image-classification": dict( inputs=[ # file path inputs diff --git a/runtimes/huggingface/poetry.lock b/runtimes/huggingface/poetry.lock index ebe8b1a3f..702261ea7 100644 --- a/runtimes/huggingface/poetry.lock +++ b/runtimes/huggingface/poetry.lock @@ -1,14 +1,15 @@ -# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.4.3 and should not be changed by hand. 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